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name : class-wp-duotone.php
<?php
/**
 * WP_Duotone class
 *
 * Parts of this source were derived and modified from colord,
 * released under the MIT license.
 *
 * https://github.com/omgovich/colord
 *
 * Copyright (c) 2020 Vlad Shilov omgovich@ya.ru
 *
 * Permission is hereby granted, free of charge, to any person obtaining
 * a copy of this software and associated documentation files (the
 * "Software"), to deal in the Software without restriction, including
 * without limitation the rights to use, copy, modify, merge, publish,
 * distribute, sublicense, and/or sell copies of the Software, and to
 * permit persons to whom the Software is furnished to do so, subject to
 * the following conditions:
 *
 * The above copyright notice and this permission notice shall be
 * included in all copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
 * EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
 * MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
 * NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
 * LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
 * OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
 * WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 *
 * @package WordPress
 * @since 6.3.0
 */

/**
 * Manages duotone block supports and global styles.
 *
 * @access private
 */
class WP_Duotone {
	/**
	 * Block names from global, theme, and custom styles that use duotone presets and the slug of
	 * the preset they are using.
	 *
	 * Example:
	 *  [
	 *      'core/featured-image' => 'blue-orange',
	 *       …
	 *  ]
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @var array
	 */
	private static $global_styles_block_names;

	/**
	 * An array of duotone filter data from global, theme, and custom presets.
	 *
	 * Example:
	 *  [
	 *      'wp-duotone-blue-orange' => [
	 *          'slug'  => 'blue-orange',
	 *          'colors' => [ '#0000ff', '#ffcc00' ],
	 *      ],
	 *      'wp-duotone-red-yellow' => [
	 *          'slug'   => 'red-yellow',
	 *          'colors' => [ '#cc0000', '#ffff33' ],
	 *      ],
	 *      …
	 *  ]
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @var array
	 */
	private static $global_styles_presets;

	/**
	 * All of the duotone filter data from presets for CSS custom properties on
	 * the page.
	 *
	 * Example:
	 *  [
	 *      'wp-duotone-blue-orange' => [
	 *          'slug'   => 'blue-orange',
	 *          'colors' => [ '#0000ff', '#ffcc00' ],
	 *      ],
	 *      …
	 *  ]
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @var array
	 */
	private static $used_global_styles_presets = array();

	/**
	 * All of the duotone filter data for SVGs on the page. Includes both
	 * presets and custom filters.
	 *
	 * Example:
	 *  [
	 *      'wp-duotone-blue-orange' => [
	 *          'slug'   => 'blue-orange',
	 *          'colors' => [ '#0000ff', '#ffcc00' ],
	 *      ],
	 *      'wp-duotone-000000-ffffff-2' => [
	 *          'slug'   => '000000-ffffff-2',
	 *          'colors' => [ '#000000', '#ffffff' ],
	 *      ],
	 *      …
	 *  ]
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @var array
	 */
	private static $used_svg_filter_data = array();

	/**
	 * All of the block CSS declarations for styles on the page.
	 *
	 * Example:
	 *  [
	 *      [
	 *          'selector'     => '.wp-duotone-000000-ffffff-2.wp-block-image img',
	 *          'declarations' => [
	 *              'filter' => 'url(#wp-duotone-000000-ffffff-2)',
	 *          ],
	 *      ],
	 *      …
	 *  ]
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @var array
	 */
	private static $block_css_declarations = array();

	/**
	 * Clamps a value between an upper and lower bound.
	 *
	 * Direct port of colord's clamp function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/helpers.ts#L23 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param float $number The number to clamp.
	 * @param float $min    The minimum value.
	 * @param float $max    The maximum value.
	 * @return float The clamped value.
	 */
	private static function colord_clamp( $number, $min = 0, $max = 1 ) {
		return $number > $max ? $max : ( $number > $min ? $number : $min );
	}

	/**
	 * Processes and clamps a degree (angle) value properly.
	 *
	 * Direct port of colord's clampHue function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/helpers.ts#L32 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param float $degrees The hue to clamp.
	 * @return float The clamped hue.
	 */
	private static function colord_clamp_hue( $degrees ) {
		$degrees = is_finite( $degrees ) ? $degrees % 360 : 0;
		return $degrees > 0 ? $degrees : $degrees + 360;
	}

	/**
	 * Converts a hue value to degrees from 0 to 360 inclusive.
	 *
	 * Direct port of colord's parseHue function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/helpers.ts#L40 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param float  $value The hue value to parse.
	 * @param string $unit  The unit of the hue value.
	 * @return float The parsed hue value.
	 */
	private static function colord_parse_hue( $value, $unit = 'deg' ) {
		$angle_units = array(
			'grad' => 360 / 400,
			'turn' => 360,
			'rad'  => 360 / ( M_PI * 2 ),
		);

		$factor = isset( $angle_units[ $unit ] ) ? $angle_units[ $unit ] : 1;

		return (float) $value * $factor;
	}

	/**
	 * Parses any valid Hex3, Hex4, Hex6 or Hex8 string and converts it to an RGBA object.
	 *
	 * Direct port of colord's parseHex function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/hex.ts#L8 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $hex The hex string to parse.
	 * @return array|null An array of RGBA values or null if the hex string is invalid.
	 */
	private static function colord_parse_hex( $hex ) {
		$is_match = preg_match(
			'/^#([0-9a-f]{3,8})$/i',
			$hex,
			$hex_match
		);

		if ( ! $is_match ) {
			return null;
		}

		$hex = $hex_match[1];

		if ( 4 >= strlen( $hex ) ) {
			return array(
				'r' => (int) base_convert( $hex[0] . $hex[0], 16, 10 ),
				'g' => (int) base_convert( $hex[1] . $hex[1], 16, 10 ),
				'b' => (int) base_convert( $hex[2] . $hex[2], 16, 10 ),
				'a' => 4 === strlen( $hex ) ? round( base_convert( $hex[3] . $hex[3], 16, 10 ) / 255, 2 ) : 1,
			);
		}

		if ( 6 === strlen( $hex ) || 8 === strlen( $hex ) ) {
			return array(
				'r' => (int) base_convert( substr( $hex, 0, 2 ), 16, 10 ),
				'g' => (int) base_convert( substr( $hex, 2, 2 ), 16, 10 ),
				'b' => (int) base_convert( substr( $hex, 4, 2 ), 16, 10 ),
				'a' => 8 === strlen( $hex ) ? round( (int) base_convert( substr( $hex, 6, 2 ), 16, 10 ) / 255, 2 ) : 1,
			);
		}

		return null;
	}

	/**
	 * Clamps an array of RGBA values.
	 *
	 * Direct port of colord's clampRgba function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/rgb.ts#L5 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param array $rgba The RGBA array to clamp.
	 * @return array The clamped RGBA array.
	 */
	private static function colord_clamp_rgba( $rgba ) {
		$rgba['r'] = self::colord_clamp( $rgba['r'], 0, 255 );
		$rgba['g'] = self::colord_clamp( $rgba['g'], 0, 255 );
		$rgba['b'] = self::colord_clamp( $rgba['b'], 0, 255 );
		$rgba['a'] = self::colord_clamp( $rgba['a'] );

		return $rgba;
	}

	/**
	 * Parses a valid RGB[A] CSS color function/string.
	 *
	 * Direct port of colord's parseRgbaString function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/rgbString.ts#L18 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $input The RGBA string to parse.
	 * @return array|null An array of RGBA values or null if the RGB string is invalid.
	 */
	private static function colord_parse_rgba_string( $input ) {
		// Functional syntax.
		$is_match = preg_match(
			'/^rgba?\(\s*([+-]?\d*\.?\d+)(%)?\s*,\s*([+-]?\d*\.?\d+)(%)?\s*,\s*([+-]?\d*\.?\d+)(%)?\s*(?:,\s*([+-]?\d*\.?\d+)(%)?\s*)?\)$/i',
			$input,
			$match
		);

		if ( ! $is_match ) {
			// Whitespace syntax.
			$is_match = preg_match(
				'/^rgba?\(\s*([+-]?\d*\.?\d+)(%)?\s+([+-]?\d*\.?\d+)(%)?\s+([+-]?\d*\.?\d+)(%)?\s*(?:\/\s*([+-]?\d*\.?\d+)(%)?\s*)?\)$/i',
				$input,
				$match
			);
		}

		if ( ! $is_match ) {
			return null;
		}

		/*
		 * For some reason, preg_match doesn't include empty matches at the end
		 * of the array, so we add them manually to make things easier later.
		 */
		for ( $i = 1; $i <= 8; $i++ ) {
			if ( ! isset( $match[ $i ] ) ) {
				$match[ $i ] = '';
			}
		}

		if ( $match[2] !== $match[4] || $match[4] !== $match[6] ) {
			return null;
		}

		return self::colord_clamp_rgba(
			array(
				'r' => (float) $match[1] / ( $match[2] ? 100 / 255 : 1 ),
				'g' => (float) $match[3] / ( $match[4] ? 100 / 255 : 1 ),
				'b' => (float) $match[5] / ( $match[6] ? 100 / 255 : 1 ),
				'a' => '' === $match[7] ? 1 : (float) $match[7] / ( $match[8] ? 100 : 1 ),
			)
		);
	}

	/**
	 * Clamps an array of HSLA values.
	 *
	 * Direct port of colord's clampHsla function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/hsl.ts#L6 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param array $hsla The HSLA array to clamp.
	 * @return array The clamped HSLA array.
	 */
	private static function colord_clamp_hsla( $hsla ) {
		$hsla['h'] = self::colord_clamp_hue( $hsla['h'] );
		$hsla['s'] = self::colord_clamp( $hsla['s'], 0, 100 );
		$hsla['l'] = self::colord_clamp( $hsla['l'], 0, 100 );
		$hsla['a'] = self::colord_clamp( $hsla['a'] );

		return $hsla;
	}

	/**
	 * Converts an HSVA array to RGBA.
	 *
	 * Direct port of colord's hsvaToRgba function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/hsv.ts#L52 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param array $hsva The HSVA array to convert.
	 * @return array The RGBA array.
	 */
	private static function colord_hsva_to_rgba( $hsva ) {
		$h = ( $hsva['h'] / 360 ) * 6;
		$s = $hsva['s'] / 100;
		$v = $hsva['v'] / 100;
		$a = $hsva['a'];

		$hh     = floor( $h );
		$b      = $v * ( 1 - $s );
		$c      = $v * ( 1 - ( $h - $hh ) * $s );
		$d      = $v * ( 1 - ( 1 - $h + $hh ) * $s );
		$module = $hh % 6;

		return array(
			'r' => array( $v, $c, $b, $b, $d, $v )[ $module ] * 255,
			'g' => array( $d, $v, $v, $c, $b, $b )[ $module ] * 255,
			'b' => array( $b, $b, $d, $v, $v, $c )[ $module ] * 255,
			'a' => $a,
		);
	}

	/**
	 * Converts an HSLA array to HSVA.
	 *
	 * Direct port of colord's hslaToHsva function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/hsl.ts#L33 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param array $hsla The HSLA array to convert.
	 * @return array The HSVA array.
	 */
	private static function colord_hsla_to_hsva( $hsla ) {
		$h = $hsla['h'];
		$s = $hsla['s'];
		$l = $hsla['l'];
		$a = $hsla['a'];

		$s *= ( $l < 50 ? $l : 100 - $l ) / 100;

		return array(
			'h' => $h,
			's' => $s > 0 ? ( ( 2 * $s ) / ( $l + $s ) ) * 100 : 0,
			'v' => $l + $s,
			'a' => $a,
		);
	}

	/**
	 * Converts an HSLA array to RGBA.
	 *
	 * Direct port of colord's hslaToRgba function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/hsl.ts#L55 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param array $hsla The HSLA array to convert.
	 * @return array The RGBA array.
	 */
	private static function colord_hsla_to_rgba( $hsla ) {
		return self::colord_hsva_to_rgba( self::colord_hsla_to_hsva( $hsla ) );
	}

	/**
	 * Parses a valid HSL[A] CSS color function/string.
	 *
	 * Direct port of colord's parseHslaString function.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/colorModels/hslString.ts#L17 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $input The HSLA string to parse.
	 * @return array|null An array of RGBA values or null if the RGB string is invalid.
	 */
	private static function colord_parse_hsla_string( $input ) {
		// Functional syntax.
		$is_match = preg_match(
			'/^hsla?\(\s*([+-]?\d*\.?\d+)(deg|rad|grad|turn)?\s*,\s*([+-]?\d*\.?\d+)%\s*,\s*([+-]?\d*\.?\d+)%\s*(?:,\s*([+-]?\d*\.?\d+)(%)?\s*)?\)$/i',
			$input,
			$match
		);

		if ( ! $is_match ) {
			// Whitespace syntax.
			$is_match = preg_match(
				'/^hsla?\(\s*([+-]?\d*\.?\d+)(deg|rad|grad|turn)?\s+([+-]?\d*\.?\d+)%\s+([+-]?\d*\.?\d+)%\s*(?:\/\s*([+-]?\d*\.?\d+)(%)?\s*)?\)$/i',
				$input,
				$match
			);
		}

		if ( ! $is_match ) {
			return null;
		}

		/*
		 * For some reason, preg_match doesn't include empty matches at the end
		 * of the array, so we add them manually to make things easier later.
		 */
		for ( $i = 1; $i <= 6; $i++ ) {
			if ( ! isset( $match[ $i ] ) ) {
				$match[ $i ] = '';
			}
		}

		$hsla = self::colord_clamp_hsla(
			array(
				'h' => self::colord_parse_hue( $match[1], $match[2] ),
				's' => (float) $match[3],
				'l' => (float) $match[4],
				'a' => '' === $match[5] ? 1 : (float) $match[5] / ( $match[6] ? 100 : 1 ),
			)
		);

		return self::colord_hsla_to_rgba( $hsla );
	}

	/**
	 * Tries to convert an incoming string into RGBA values.
	 *
	 * Direct port of colord's parse function simplified for our use case. This
	 * version only supports string parsing and only returns RGBA values.
	 *
	 * @link https://github.com/omgovich/colord/blob/3f859e03b0ca622eb15480f611371a0f15c9427f/src/parse.ts#L37 Sourced from colord.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $input The string to parse.
	 * @return array|null An array of RGBA values or null if the string is invalid.
	 */
	private static function colord_parse( $input ) {
		$result = self::colord_parse_hex( $input );

		if ( ! $result ) {
			$result = self::colord_parse_rgba_string( $input );
		}

		if ( ! $result ) {
			$result = self::colord_parse_hsla_string( $input );
		}

		return $result;
	}

	/**
	 * Takes the inline CSS duotone variable from a block and return the slug.
	 *
	 * Handles styles slugs like:
	 * var:preset|duotone|blue-orange
	 * var(--wp--preset--duotone--blue-orange)
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $duotone_attr The duotone attribute from a block.
	 * @return string The slug of the duotone preset or an empty string if no slug is found.
	 */
	private static function get_slug_from_attribute( $duotone_attr ) {
		// Uses Branch Reset Groups `(?|…)` to return one capture group.
		preg_match( '/(?|var:preset\|duotone\|(\S+)|var\(--wp--preset--duotone--(\S+)\))/', $duotone_attr, $matches );

		return ! empty( $matches[1] ) ? $matches[1] : '';
	}

	/**
	 * Checks if we have a valid duotone preset.
	 *
	 * Valid presets are defined in the $global_styles_presets array.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $duotone_attr The duotone attribute from a block.
	 * @return bool True if the duotone preset present and valid.
	 */
	private static function is_preset( $duotone_attr ) {
		$slug      = self::get_slug_from_attribute( $duotone_attr );
		$filter_id = self::get_filter_id( $slug );

		return array_key_exists( $filter_id, self::get_all_global_styles_presets() );
	}

	/**
	 * Gets the CSS variable name for a duotone preset.
	 *
	 * Example output:
	 *  --wp--preset--duotone--blue-orange
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $slug The slug of the duotone preset.
	 * @return string The CSS variable name.
	 */
	private static function get_css_custom_property_name( $slug ) {
		return "--wp--preset--duotone--$slug";
	}

	/**
	 * Get the ID of the duotone filter.
	 *
	 * Example output:
	 *  wp-duotone-blue-orange
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $slug The slug of the duotone preset.
	 * @return string The ID of the duotone filter.
	 */
	private static function get_filter_id( $slug ) {
		return "wp-duotone-$slug";
	}

	/**
	 * Get the CSS variable for a duotone preset.
	 *
	 * Example output:
	 *  var(--wp--preset--duotone--blue-orange)
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $slug The slug of the duotone preset.
	 * @return string The CSS variable.
	 */
	private static function get_css_var( $slug ) {
		$name = self::get_css_custom_property_name( $slug );
		return "var($name)";
	}

	/**
	 * Get the URL for a duotone filter.
	 *
	 * Example output:
	 *  url(#wp-duotone-blue-orange)
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $filter_id The ID of the filter.
	 * @return string The URL for the duotone filter.
	 */
	private static function get_filter_url( $filter_id ) {
		return "url(#$filter_id)";
	}

	/**
	 * Gets the SVG for the duotone filter definition.
	 *
	 * Whitespace is removed when SCRIPT_DEBUG is not enabled.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $filter_id The ID of the filter.
	 * @param array  $colors    An array of color strings.
	 * @return string An SVG with a duotone filter definition.
	 */
	private static function get_filter_svg( $filter_id, $colors ) {
		$duotone_values = array(
			'r' => array(),
			'g' => array(),
			'b' => array(),
			'a' => array(),
		);

		foreach ( $colors as $color_str ) {
			$color = self::colord_parse( $color_str );

			if ( null === $color ) {
				$error_message = sprintf(
					/* translators: 1: Duotone colors, 2: theme.json, 3: settings.color.duotone */
					__( '"%1$s" in %2$s %3$s is not a hex or rgb string.' ),
					$color_str,
					'theme.json',
					'settings.color.duotone'
				);
				_doing_it_wrong( __METHOD__, $error_message, '6.3.0' );
			} else {
				$duotone_values['r'][] = $color['r'] / 255;
				$duotone_values['g'][] = $color['g'] / 255;
				$duotone_values['b'][] = $color['b'] / 255;
				$duotone_values['a'][] = $color['a'];
			}
		}

		ob_start();

		?>

		<svg
			xmlns="http://www.w3.org/2000/svg"
			viewBox="0 0 0 0"
			width="0"
			height="0"
			focusable="false"
			role="none"
			style="visibility: hidden; position: absolute; left: -9999px; overflow: hidden;"
		>
			<defs>
				<filter id="<?php echo esc_attr( $filter_id ); ?>">
					<feColorMatrix
						color-interpolation-filters="sRGB"
						type="matrix"
						values="
							.299 .587 .114 0 0
							.299 .587 .114 0 0
							.299 .587 .114 0 0
							.299 .587 .114 0 0
						"
					/>
					<feComponentTransfer color-interpolation-filters="sRGB" >
						<feFuncR type="table" tableValues="<?php echo esc_attr( implode( ' ', $duotone_values['r'] ) ); ?>" />
						<feFuncG type="table" tableValues="<?php echo esc_attr( implode( ' ', $duotone_values['g'] ) ); ?>" />
						<feFuncB type="table" tableValues="<?php echo esc_attr( implode( ' ', $duotone_values['b'] ) ); ?>" />
						<feFuncA type="table" tableValues="<?php echo esc_attr( implode( ' ', $duotone_values['a'] ) ); ?>" />
					</feComponentTransfer>
					<feComposite in2="SourceGraphic" operator="in" />
				</filter>
			</defs>
		</svg>

		<?php

		$svg = ob_get_clean();

		if ( ! SCRIPT_DEBUG ) {
			// Clean up the whitespace.
			$svg = preg_replace( "/[\r\n\t ]+/", ' ', $svg );
			$svg = str_replace( '> <', '><', $svg );
			$svg = trim( $svg );
		}

		return $svg;
	}

	/**
	 * Returns the prefixed id for the duotone filter for use as a CSS id.
	 *
	 * Exported for the deprecated function wp_get_duotone_filter_id().
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 * @deprecated 6.3.0
	 *
	 * @param  array $preset Duotone preset value as seen in theme.json.
	 * @return string        Duotone filter CSS id.
	 */
	public static function get_filter_id_from_preset( $preset ) {
		_deprecated_function( __FUNCTION__, '6.3.0' );

		$filter_id = '';
		if ( isset( $preset['slug'] ) ) {
			$filter_id = self::get_filter_id( $preset['slug'] );
		}
		return $filter_id;
	}

	/**
	 * Gets the SVG for the duotone filter definition from a preset.
	 *
	 * Exported for the deprecated function wp_get_duotone_filter_property().
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 * @deprecated 6.3.0
	 *
	 * @param array $preset The duotone preset.
	 * @return string The SVG for the filter definition.
	 */
	public static function get_filter_svg_from_preset( $preset ) {
		_deprecated_function( __FUNCTION__, '6.3.0' );

		$filter_id = self::get_filter_id_from_preset( $preset );
		return self::get_filter_svg( $filter_id, $preset['colors'] );
	}

	/**
	 * Get the SVGs for the duotone filters.
	 *
	 * Example output:
	 *  <svg><defs><filter id="wp-duotone-blue-orange">…</filter></defs></svg><svg>…</svg>
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param array $sources The duotone presets.
	 * @return string The SVGs for the duotone filters.
	 */
	private static function get_svg_definitions( $sources ) {
		$svgs = '';
		foreach ( $sources as $filter_id => $filter_data ) {
			$colors = $filter_data['colors'];
			$svgs  .= self::get_filter_svg( $filter_id, $colors );
		}
		return $svgs;
	}

	/**
	 * Get the CSS for global styles.
	 *
	 * Example output:
	 *  body{--wp--preset--duotone--blue-orange:url('#wp-duotone-blue-orange');}
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 * @since 6.6.0 Replaced body selector with `WP_Theme_JSON::ROOT_CSS_PROPERTIES_SELECTOR`.
	 *
	 * @param array $sources The duotone presets.
	 * @return string The CSS for global styles.
	 */
	private static function get_global_styles_presets( $sources ) {
		$css = WP_Theme_JSON::ROOT_CSS_PROPERTIES_SELECTOR . '{';
		foreach ( $sources as $filter_id => $filter_data ) {
			$slug              = $filter_data['slug'];
			$colors            = $filter_data['colors'];
			$css_property_name = self::get_css_custom_property_name( $slug );
			$declaration_value = is_string( $colors ) ? $colors : self::get_filter_url( $filter_id );
			$css              .= "$css_property_name:$declaration_value;";
		}
		$css .= '}';
		return $css;
	}

	/**
	 * Enqueue a block CSS declaration for the page.
	 *
	 * This does not include any SVGs.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $filter_id        The filter ID. e.g. 'wp-duotone-000000-ffffff-2'.
	 * @param string $duotone_selector The block's duotone selector. e.g. '.wp-block-image img'.
	 * @param string $filter_value     The filter CSS value. e.g. 'url(#wp-duotone-000000-ffffff-2)' or 'unset'.
	 */
	private static function enqueue_block_css( $filter_id, $duotone_selector, $filter_value ) {
		// Build the CSS selectors to which the filter will be applied.
		$selectors = explode( ',', $duotone_selector );

		$selectors_scoped = array();
		foreach ( $selectors as $selector_part ) {
			/*
			 * Assuming the selector part is a subclass selector (not a tag name)
			 * so we can prepend the filter id class. If we want to support elements
			 * such as `img` or namespaces, we'll need to add a case for that here.
			 */
			$selectors_scoped[] = '.' . $filter_id . trim( $selector_part );
		}

		$selector = implode( ', ', $selectors_scoped );

		self::$block_css_declarations[] = array(
			'selector'     => $selector,
			'declarations' => array(
				'filter' => $filter_value,
			),
		);
	}

	/**
	 * Enqueue custom filter assets for the page.
	 *
	 * Includes an SVG filter and block CSS declaration.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $filter_id        The filter ID. e.g. 'wp-duotone-000000-ffffff-2'.
	 * @param string $duotone_selector The block's duotone selector. e.g. '.wp-block-image img'.
	 * @param string $filter_value     The filter CSS value. e.g. 'url(#wp-duotone-000000-ffffff-2)' or 'unset'.
	 * @param array  $filter_data      Duotone filter data with 'slug' and 'colors' keys.
	 */
	private static function enqueue_custom_filter( $filter_id, $duotone_selector, $filter_value, $filter_data ) {
		self::$used_svg_filter_data[ $filter_id ] = $filter_data;
		self::enqueue_block_css( $filter_id, $duotone_selector, $filter_value );
	}

	/**
	 * Enqueue preset assets for the page.
	 *
	 * Includes a CSS custom property, SVG filter, and block CSS declaration.
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 *
	 * @param string $filter_id        The filter ID. e.g. 'wp-duotone-blue-orange'.
	 * @param string $duotone_selector The block's duotone selector. e.g. '.wp-block-image img'.
	 * @param string $filter_value     The filter CSS value. e.g. 'url(#wp-duotone-blue-orange)' or 'unset'.
	 */
	private static function enqueue_global_styles_preset( $filter_id, $duotone_selector, $filter_value ) {
		$global_styles_presets = self::get_all_global_styles_presets();
		if ( ! array_key_exists( $filter_id, $global_styles_presets ) ) {
			$error_message = sprintf(
				/* translators: 1: Duotone filter ID, 2: theme.json */
				__( 'The duotone id "%1$s" is not registered in %2$s settings' ),
				$filter_id,
				'theme.json'
			);
			_doing_it_wrong( __METHOD__, $error_message, '6.3.0' );
			return;
		}
		self::$used_global_styles_presets[ $filter_id ] = $global_styles_presets[ $filter_id ];
		self::enqueue_custom_filter( $filter_id, $duotone_selector, $filter_value, $global_styles_presets[ $filter_id ] );
	}

	/**
	 * Registers the style and colors block attributes for block types that support it.
	 *
	 * Block support is added with `supports.filter.duotone` in block.json.
	 *
	 * @since 6.3.0
	 *
	 * @param WP_Block_Type $block_type Block Type.
	 */
	public static function register_duotone_support( $block_type ) {
		/*
		 * Previous `color.__experimentalDuotone` support flag is migrated
		 * to `filter.duotone` via `block_type_metadata_settings` filter.
		 */
		if ( block_has_support( $block_type, array( 'filter', 'duotone' ), null ) ) {
			if ( ! $block_type->attributes ) {
				$block_type->attributes = array();
			}

			if ( ! array_key_exists( 'style', $block_type->attributes ) ) {
				$block_type->attributes['style'] = array(
					'type' => 'object',
				);
			}
		}
	}

	/**
	 * Get the CSS selector for a block type.
	 *
	 * This handles selectors defined in `color.__experimentalDuotone` support
	 * if `filter.duotone` support is not defined.
	 *
	 * @internal
	 * @since 6.3.0
	 *
	 * @param WP_Block_Type $block_type Block type to check for support.
	 * @return string|null The CSS selector or null if there is no support.
	 */
	private static function get_selector( $block_type ) {
		if ( ! ( $block_type instanceof WP_Block_Type ) ) {
			return null;
		}

		/*
		 * Backward compatibility with `supports.color.__experimentalDuotone`
		 * is provided via the `block_type_metadata_settings` filter. If
		 * `supports.filter.duotone` has not been set and the experimental
		 * property has been, the experimental property value is copied into
		 * `supports.filter.duotone`.
		 */
		$duotone_support = block_has_support( $block_type, array( 'filter', 'duotone' ) );
		if ( ! $duotone_support ) {
			return null;
		}

		/*
		 * If the experimental duotone support was set, that value is to be
		 * treated as a selector and requires scoping.
		 */
		$experimental_duotone = isset( $block_type->supports['color']['__experimentalDuotone'] )
			? $block_type->supports['color']['__experimentalDuotone']
			: false;
		if ( $experimental_duotone ) {
			$root_selector = wp_get_block_css_selector( $block_type );
			return is_string( $experimental_duotone )
				? WP_Theme_JSON::scope_selector( $root_selector, $experimental_duotone )
				: $root_selector;
		}

		// Regular filter.duotone support uses filter.duotone selectors with fallbacks.
		return wp_get_block_css_selector( $block_type, array( 'filter', 'duotone' ), true );
	}

	/**
	 * Scrape all possible duotone presets from global and theme styles and
	 * store them in self::$global_styles_presets.
	 *
	 * Used in conjunction with self::render_duotone_support for blocks that
	 * use duotone preset filters.
	 *
	 * @since 6.3.0
	 *
	 * @return array An array of global styles presets, keyed on the filter ID.
	 */
	private static function get_all_global_styles_presets() {
		if ( isset( self::$global_styles_presets ) ) {
			return self::$global_styles_presets;
		}
		// Get the per block settings from the theme.json.
		$tree              = wp_get_global_settings();
		$presets_by_origin = isset( $tree['color']['duotone'] ) ? $tree['color']['duotone'] : array();

		self::$global_styles_presets = array();
		foreach ( $presets_by_origin as $presets ) {
			foreach ( $presets as $preset ) {
				$filter_id = self::get_filter_id( _wp_to_kebab_case( $preset['slug'] ) );

				self::$global_styles_presets[ $filter_id ] = $preset;
			}
		}

		return self::$global_styles_presets;
	}

	/**
	 * Scrape all block names from global styles and store in self::$global_styles_block_names.
	 *
	 * Used in conjunction with self::render_duotone_support to output the
	 * duotone filters defined in the theme.json global styles.
	 *
	 * @since 6.3.0
	 *
	 * @return string[] An array of global style block slugs, keyed on the block name.
	 */
	private static function get_all_global_style_block_names() {
		if ( isset( self::$global_styles_block_names ) ) {
			return self::$global_styles_block_names;
		}
		// Get the per block settings from the theme.json.
		$tree        = WP_Theme_JSON_Resolver::get_merged_data();
		$block_nodes = $tree->get_styles_block_nodes();
		$theme_json  = $tree->get_raw_data();

		self::$global_styles_block_names = array();

		foreach ( $block_nodes as $block_node ) {
			// This block definition doesn't include any duotone settings. Skip it.
			if ( empty( $block_node['duotone'] ) ) {
				continue;
			}

			// Value looks like this: 'var(--wp--preset--duotone--blue-orange)' or 'var:preset|duotone|blue-orange'.
			$duotone_attr_path = array_merge( $block_node['path'], array( 'filter', 'duotone' ) );
			$duotone_attr      = _wp_array_get( $theme_json, $duotone_attr_path, array() );

			if ( empty( $duotone_attr ) ) {
				continue;
			}
			// If it has a duotone filter preset, save the block name and the preset slug.
			$slug = self::get_slug_from_attribute( $duotone_attr );

			if ( $slug && $slug !== $duotone_attr ) {
				self::$global_styles_block_names[ $block_node['name'] ] = $slug;
			}
		}
		return self::$global_styles_block_names;
	}

	/**
	 * Render out the duotone CSS styles and SVG.
	 *
	 * The hooks self::set_global_style_block_names and self::set_global_styles_presets
	 * must be called before this function.
	 *
	 * @since 6.3.0
	 *
	 * @param  string   $block_content Rendered block content.
	 * @param  array    $block         Block object.
	 * @param  WP_Block $wp_block      The block instance.
	 * @return string Filtered block content.
	 */
	public static function render_duotone_support( $block_content, $block, $wp_block ) {
		if ( ! $block['blockName'] ) {
			return $block_content;
		}
		$duotone_selector = self::get_selector( $wp_block->block_type );

		if ( ! $duotone_selector ) {
			return $block_content;
		}

		$global_styles_block_names = self::get_all_global_style_block_names();

		// The block should have a duotone attribute or have duotone defined in its theme.json to be processed.
		$has_duotone_attribute     = isset( $block['attrs']['style']['color']['duotone'] );
		$has_global_styles_duotone = array_key_exists( $block['blockName'], $global_styles_block_names );

		if ( ! $has_duotone_attribute && ! $has_global_styles_duotone ) {
			return $block_content;
		}

		// Generate the pieces needed for rendering a duotone to the page.
		if ( $has_duotone_attribute ) {

			/*
			 * Possible values for duotone attribute:
			 * 1. Array of colors - e.g. array('#000000', '#ffffff').
			 * 2. Variable for an existing Duotone preset - e.g. 'var:preset|duotone|blue-orange' or 'var(--wp--preset--duotone--blue-orange)''
			 * 3. A CSS string - e.g. 'unset' to remove globally applied duotone.
			 */

			$duotone_attr = $block['attrs']['style']['color']['duotone'];
			$is_preset    = is_string( $duotone_attr ) && self::is_preset( $duotone_attr );
			$is_css       = is_string( $duotone_attr ) && ! $is_preset;
			$is_custom    = is_array( $duotone_attr );

			if ( $is_preset ) {

				$slug         = self::get_slug_from_attribute( $duotone_attr ); // e.g. 'blue-orange'.
				$filter_id    = self::get_filter_id( $slug ); // e.g. 'wp-duotone-filter-blue-orange'.
				$filter_value = self::get_css_var( $slug ); // e.g. 'var(--wp--preset--duotone--blue-orange)'.

				// CSS custom property, SVG filter, and block CSS.
				self::enqueue_global_styles_preset( $filter_id, $duotone_selector, $filter_value );

			} elseif ( $is_css ) {
				$slug         = wp_unique_id( sanitize_key( $duotone_attr . '-' ) ); // e.g. 'unset-1'.
				$filter_id    = self::get_filter_id( $slug ); // e.g. 'wp-duotone-filter-unset-1'.
				$filter_value = $duotone_attr; // e.g. 'unset'.

				// Just block CSS.
				self::enqueue_block_css( $filter_id, $duotone_selector, $filter_value );
			} elseif ( $is_custom ) {
				$slug         = wp_unique_id( sanitize_key( implode( '-', $duotone_attr ) . '-' ) ); // e.g. '000000-ffffff-2'.
				$filter_id    = self::get_filter_id( $slug ); // e.g. 'wp-duotone-filter-000000-ffffff-2'.
				$filter_value = self::get_filter_url( $filter_id ); // e.g. 'url(#wp-duotone-filter-000000-ffffff-2)'.
				$filter_data  = array(
					'slug'   => $slug,
					'colors' => $duotone_attr,
				);

				// SVG filter and block CSS.
				self::enqueue_custom_filter( $filter_id, $duotone_selector, $filter_value, $filter_data );
			}
		} elseif ( $has_global_styles_duotone ) {
			$slug         = $global_styles_block_names[ $block['blockName'] ]; // e.g. 'blue-orange'.
			$filter_id    = self::get_filter_id( $slug ); // e.g. 'wp-duotone-filter-blue-orange'.
			$filter_value = self::get_css_var( $slug ); // e.g. 'var(--wp--preset--duotone--blue-orange)'.

			// CSS custom property, SVG filter, and block CSS.
			self::enqueue_global_styles_preset( $filter_id, $duotone_selector, $filter_value );
		}

		// Like the layout hook, this assumes the hook only applies to blocks with a single wrapper.
		$tags = new WP_HTML_Tag_Processor( $block_content );
		if ( $tags->next_tag() ) {
			$tags->add_class( $filter_id );
		}
		return $tags->get_updated_html();
	}

	/**
	 * Fixes the issue with our generated class name not being added to the block's outer container
	 * in classic themes due to gutenberg_restore_image_outer_container from layout block supports.
	 *
	 * @since 6.6.0
	 *
	 * @param string $block_content Rendered block content.
	 * @return string Filtered block content.
	 */
	public static function restore_image_outer_container( $block_content ) {
		if ( wp_theme_has_theme_json() ) {
			return $block_content;
		}

		$tags          = new WP_HTML_Tag_Processor( $block_content );
		$wrapper_query = array(
			'tag_name'   => 'div',
			'class_name' => 'wp-block-image',
		);
		if ( ! $tags->next_tag( $wrapper_query ) ) {
			return $block_content;
		}

		$tags->set_bookmark( 'wrapper-div' );
		$tags->next_tag();

		$inner_classnames = explode( ' ', $tags->get_attribute( 'class' ) );
		foreach ( $inner_classnames as $classname ) {
			if ( 0 === strpos( $classname, 'wp-duotone' ) ) {
				$tags->remove_class( $classname );
				$tags->seek( 'wrapper-div' );
				$tags->add_class( $classname );
				break;
			}
		}

		return $tags->get_updated_html();
	}

	/**
	 * Appends the used block duotone filter declarations to the inline block supports CSS.
	 *
	 * Uses the declarations saved in earlier calls to self::enqueue_block_css.
	 *
	 * @since 6.3.0
	 */
	public static function output_block_styles() {
		if ( ! empty( self::$block_css_declarations ) ) {
			wp_style_engine_get_stylesheet_from_css_rules(
				self::$block_css_declarations,
				array(
					'context' => 'block-supports',
				)
			);
		}
	}

	/**
	 * Appends the used global style duotone filter presets (CSS custom
	 * properties) to the inline global styles CSS.
	 *
	 * Uses the declarations saved in earlier calls to self::enqueue_global_styles_preset.
	 *
	 * @since 6.3.0
	 */
	public static function output_global_styles() {
		if ( ! empty( self::$used_global_styles_presets ) ) {
			wp_add_inline_style( 'global-styles', self::get_global_styles_presets( self::$used_global_styles_presets ) );
		}
	}

	/**
	 * Outputs all necessary SVG for duotone filters, CSS for classic themes.
	 *
	 * Uses the declarations saved in earlier calls to self::enqueue_global_styles_preset
	 * and self::enqueue_custom_filter.
	 *
	 * @since 6.3.0
	 */
	public static function output_footer_assets() {
		if ( ! empty( self::$used_svg_filter_data ) ) {
			echo self::get_svg_definitions( self::$used_svg_filter_data );
		}

		// In block themes, the CSS is added in the head via wp_add_inline_style in the wp_enqueue_scripts action.
		if ( ! wp_is_block_theme() ) {
			$style_tag_id = 'core-block-supports-duotone';
			wp_register_style( $style_tag_id, false );
			if ( ! empty( self::$used_global_styles_presets ) ) {
				wp_add_inline_style( $style_tag_id, self::get_global_styles_presets( self::$used_global_styles_presets ) );
			}
			if ( ! empty( self::$block_css_declarations ) ) {
				wp_add_inline_style( $style_tag_id, wp_style_engine_get_stylesheet_from_css_rules( self::$block_css_declarations ) );
			}
			wp_enqueue_style( $style_tag_id );
		}
	}

	/**
	 * Adds the duotone SVGs and CSS custom properties to the editor settings.
	 *
	 * This allows the properties to be pulled in by the EditorStyles component
	 * in JS and rendered in the post editor.
	 *
	 * @since 6.3.0
	 *
	 * @param array $settings The block editor settings from the `block_editor_settings_all` filter.
	 * @return array The editor settings with duotone SVGs and CSS custom properties.
	 */
	public static function add_editor_settings( $settings ) {
		$global_styles_presets = self::get_all_global_styles_presets();
		if ( ! empty( $global_styles_presets ) ) {
			if ( ! isset( $settings['styles'] ) ) {
				$settings['styles'] = array();
			}

			$settings['styles'][] = array(
				// For the editor we can add all of the presets by default.
				'assets'         => self::get_svg_definitions( $global_styles_presets ),
				// The 'svgs' type is new in 6.3 and requires the corresponding JS changes in the EditorStyles component to work.
				'__unstableType' => 'svgs',
				// These styles not generated by global styles, so this must be false or they will be stripped out in wp_get_block_editor_settings.
				'isGlobalStyles' => false,
			);

			$settings['styles'][] = array(
				// For the editor we can add all of the presets by default.
				'css'            => self::get_global_styles_presets( $global_styles_presets ),
				// This must be set and must be something other than 'theme' or they will be stripped out in the post editor <Editor> component.
				'__unstableType' => 'presets',
				// These styles are no longer generated by global styles, so this must be false or they will be stripped out in wp_get_block_editor_settings.
				'isGlobalStyles' => false,
			);
		}

		return $settings;
	}

	/**
	 * Migrates the experimental duotone support flag to the stabilized location.
	 *
	 * This moves `supports.color.__experimentalDuotone` to `supports.filter.duotone`.
	 *
	 * @since 6.3.0
	 *
	 * @param array $settings Current block type settings.
	 * @param array $metadata Block metadata as read in via block.json.
	 * @return array Filtered block type settings.
	 */
	public static function migrate_experimental_duotone_support_flag( $settings, $metadata ) {
		$duotone_support = isset( $metadata['supports']['color']['__experimentalDuotone'] )
			? $metadata['supports']['color']['__experimentalDuotone']
			: null;

		if ( ! isset( $settings['supports']['filter']['duotone'] ) && null !== $duotone_support ) {
			_wp_array_set( $settings, array( 'supports', 'filter', 'duotone' ), (bool) $duotone_support );
		}

		return $settings;
	}

	/**
	 * Gets the CSS filter property value from a preset.
	 *
	 * Exported for the deprecated function wp_get_duotone_filter_id().
	 *
	 * @internal
	 *
	 * @since 6.3.0
	 * @deprecated 6.3.0
	 *
	 * @param array $preset The duotone preset.
	 * @return string The CSS filter property value.
	 */
	public static function get_filter_css_property_value_from_preset( $preset ) {
		_deprecated_function( __FUNCTION__, '6.3.0' );

		if ( isset( $preset['colors'] ) && is_string( $preset['colors'] ) ) {
			return $preset['colors'];
		}

		$filter_id = self::get_filter_id_from_preset( $preset );

		return 'url(#' . $filter_id . ')';
	}
}
© 2025 GrazzMean-Shell
{"id":7827,"date":"2023-10-27T14:38:15","date_gmt":"2023-10-27T18:38:15","guid":{"rendered":"https:\/\/utdes.com\/?p=7827"},"modified":"2023-10-27T14:38:15","modified_gmt":"2023-10-27T18:38:15","slug":"ai-evolution-of-task-management-and-workflow-automation","status":"publish","type":"post","link":"https:\/\/utdes.com\/ai-evolution-of-task-management-and-workflow-automation\/","title":{"rendered":"AI Evolution of Task Management and Workflow Automation"},"content":{"rendered":"\n[et_pb_section fb_built=”1″ custom_padding_last_edited=”on|phone” admin_label=”Introduction” _builder_version=”4.16″ width_tablet=”” width_phone=”84%” width_last_edited=”on|phone” min_height=”1973.1px” custom_margin=”|||” custom_margin_tablet=”” custom_margin_phone=”|0px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”29px|0px|4px|0px||” custom_padding_tablet=”” custom_padding_phone=”” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_row column_structure=”3_4,1_4″ use_custom_gutter=”on” gutter_width=”4″ custom_padding_last_edited=”on|phone” admin_label=”Intro & Content” _builder_version=”4.18.0″ min_height=”1883.1px” min_height_tablet=”” min_height_phone=”auto” min_height_last_edited=”on|phone” height_tablet=”” height_phone=”auto” height_last_edited=”on|phone” custom_margin_tablet=”” custom_margin_phone=”0px||-57px||false|false” custom_margin_last_edited=”on|phone” custom_padding=”1px|0px|0px|||” custom_padding_tablet=”” custom_padding_phone=”0px||0px||false|false” animation_style=”fade” global_colors_info=”{}” theme_builder_area=”post_content”][et_pb_column type=”3_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” width=”123.8%” min_height=”123.5px” custom_margin=”6px|-70px|45px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|0px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]
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In the contemporary landscape of business and productivity, the significance of task management and workflow automation has become increasingly paramount. With the advent of sophisticated AI and automation tools, the potential to streamline workflow processes, assign tasks efficiently, and closely monitor project progress has become more accessible than ever. These technologies not only optimize the allocation of resources but also facilitate seamless team collaboration, leading to a significant enhancement in overall productivity. Let’s delve deeper into the various aspects of task management and workflow automation, uncovering how these tools, underpinned by AI, have revolutionized the dynamics of modern work environments.<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/blockquote>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” width=”123.8%” custom_margin=”26px|-70px|||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Evolution of Task Management and Workflow Automation<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”124px” custom_margin=”|-150px|6px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|0px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]
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Task management and workflow automation have evolved significantly over the past decade, primarily driven by the rapid advancement of artificial intelligence and automation technologies. Initially, task management relied heavily on manual planning, execution, and monitoring, often resulting in inefficiencies and errors due to the limitations of human capacity. However, with the integration of AI, businesses have been able to automate repetitive tasks, streamline complex processes, and ensure a more systematic and error-free approach to managing tasks and workflows.<\/p>\n

The emergence of intelligent algorithms and machine learning models has revolutionized the concept of task management and workflow automation, enabling businesses to optimize their operations, increase productivity, and enhance overall organizational efficiency. These AI-driven tools can now analyze historical data, predict future trends, and provide valuable insights to facilitate informed decision-making, ultimately leading to the seamless execution of tasks and the successful completion of projects.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” width=”123.8%” custom_margin=”26px|-70px|||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Streamlining Workflow Processes<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”141px” custom_margin=”|-150px|1px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|17px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

One of the fundamental advantages of AI and automation in the context of task management and workflow is their ability to streamline complex processes. By automating routine tasks, businesses can significantly reduce manual effort and free up valuable resources to focus on more critical aspects of their operations. This streamlining of workflow processes not only minimizes the likelihood of errors but also accelerates the pace of task execution, thereby fostering a more agile and responsive work environment.<\/p>\n

Moreover, AI-powered workflow automation tools can map out intricate business processes, identify potential bottlenecks, and suggest optimized workflows to improve efficiency. By leveraging intelligent algorithms, businesses can customize workflows to align with their specific operational requirements, ensuring a seamless and well-coordinated progression of tasks from initiation to completion.<\/p>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” width=”123.8%” custom_margin=”26px|-70px|3px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Efficient Task Assignment and Resource Allocation<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”143px” custom_margin=”|-150px|21px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|0px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

The allocation of tasks and resources within an organization is a critical aspect of effective project management. AI and automation tools have significantly simplified this process by enabling businesses to assign tasks based on individual skill sets, availability, and workload capacity. These tools can analyze employee performance data, identify the most suitable candidates for specific tasks, and allocate resources accordingly, ensuring a more balanced distribution of work and responsibilities.<\/p>\n

Furthermore, AI-driven task management systems can dynamically adjust task priorities based on evolving project requirements, resource availability, and deadlines. This adaptive approach not only optimizes resource utilization but also ensures that tasks are assigned to the most competent team members, enhancing the overall quality and timeliness of project deliverables.<\/p>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” custom_margin=”26px|-122px|||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Real-time Monitoring and Progress Tracking<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”40px” custom_margin=”|-150px|-17px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|27px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

One of the most significant advantages of AI-powered task management and workflow automation tools is their capability to provide real-time monitoring and progress tracking. By integrating sophisticated monitoring mechanisms, businesses can closely track the status of ongoing tasks, identify potential roadblocks, and take proactive measures to ensure timely project completion.<\/p>\n

These tools can generate comprehensive progress reports, highlighting key performance indicators, milestone achievements, and potential deviations from the predefined project timeline. Such real-time insights enable project managers and stakeholders to make data-driven decisions, implement necessary adjustments, and proactively address any issues that may impede project progress, ultimately fostering a culture of accountability and transparency within the organization.<\/p>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” min_height=”37px” custom_margin=”26px|-122px|21px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Enhanced Collaboration and Communication<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”123px” custom_margin=”|-150px|39px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|0px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]
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Effective collaboration and communication are integral to the success of any project or task within an organization. AI and automation tools have significantly transformed the dynamics of team collaboration by providing a centralized platform for seamless communication, file sharing, and collaborative decision-making. These tools facilitate real-time interaction among team members, allowing for instant feedback, updates, and the exchange of critical information, regardless of geographical locations or time zones.<\/p>\n

Moreover, AI-powered collaboration platforms can integrate various communication channels, such as instant messaging, video conferencing, and virtual workspaces, to foster a more cohesive and interconnected work environment. By promoting open dialogue and knowledge sharing, these tools not only strengthen team dynamics but also encourage a culture of innovation and continuous improvement, leading to the development of more robust and impactful solutions.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” min_height=”37px” custom_margin=”26px|-122px|21px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Integration of AI-driven Analytics<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”118px” custom_margin=”|-150px|39px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|0px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]
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The integration of AI-driven analytics within task management and workflow automation systems has unlocked a plethora of opportunities for businesses to gain valuable insights into their operational processes and performance metrics. By leveraging advanced data analytics tools, businesses can analyze historical task data, identify patterns, and predict future trends, enabling them to make informed decisions and implement proactive strategies to improve overall efficiency.<\/p>\n

These analytics-driven insights can help businesses identify underperforming areas, optimize task allocation, and refine workflow processes to enhance productivity and minimize operational costs. Additionally, AI-powered analytics can facilitate the identification of emerging market trends, customer preferences, and competitive landscapes, empowering businesses to stay ahead of the curve and adapt their strategies to meet evolving market demands effectively.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” min_height=”37px” custom_margin=”26px|-122px|21px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Addressing Potential Challenges and Concerns<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”114px” custom_margin=”|-150px|11px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|0px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Despite the numerous benefits offered by AI and automation in the realm of task management and workflow optimization, there are certain challenges and concerns that businesses need to address to ensure successful implementation and utilization of these technologies. One of the primary concerns is the potential resistance to change among employees, as the introduction of AI and automation may lead to apprehensions about job security and the need for upskilling or reskilling.<\/p>\n

To overcome this challenge, businesses must prioritize transparent communication and actively involve employees in the implementation process, emphasizing the positive impact of AI and automation on their roles and responsibilities. Providing comprehensive training programs and continuous support can help employees adapt to the new technologies more seamlessly and foster a culture of continuous learning and professional development.<\/p>\n

Furthermore, ensuring data security and privacy is crucial when integrating AI and automation tools into task management and workflow systems. Businesses must implement robust security protocols, data encryption measures, and access controls to safeguard sensitive information and prevent unauthorized access or data breaches. Proactive monitoring and regular security audits can help identify potential vulnerabilities and ensure compliance with data protection regulations and industry standards.<\/p>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” min_height=”37px” custom_margin=”26px|-122px|21px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Future Outlook and Potential Developments<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”152px” custom_margin=”|-150px|39px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|0px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Looking ahead, the future of task management and workflow automation appears promising, with ongoing advancements in AI and automation technologies poised to revolutionize the way businesses operate and manage their tasks and projects. The integration of advanced AI algorithms, natural language processing, and predictive analytics is expected to further enhance the capabilities of task management systems, enabling businesses to achieve higher levels of efficiency, accuracy, and adaptability.<\/p>\n

Additionally, the integration of AI with emerging technologies such as the Internet of Things (IoT) and blockchain is likely to redefine the landscape of task management and workflow automation, creating more interconnected and secure ecosystems for businesses to operate in. The convergence of these technologies will enable real-time data synchronization, secure data sharing, and decentralized task management, fostering a more transparent and collaborative approach to business operations.<\/p>\n

Moreover, the proliferation of AI-driven virtual assistants and intelligent chatbots is expected to transform the dynamics of task management by providing personalized task recommendations, scheduling assistance, and proactive task reminders. These virtual assistants will not only streamline task execution but also serve as reliable knowledge repositories, providing instant access to relevant information and resources, thereby enhancing overall productivity and efficiency.<\/p>[\/et_pb_text][et_pb_text _builder_version=”4.18.0″ _module_preset=”default” header_2_font=”||||||||” header_2_text_color=”#4c4c4c” header_2_font_size=”22px” min_height=”37px” custom_margin=”26px|-122px|21px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|0px|||false|false” custom_margin_last_edited=”on|desktop” custom_padding=”5px|0px|9px|||” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|desktop” hover_enabled=”0″ global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

Final Thoughts<\/h3>[\/et_pb_text][et_pb_divider divider_weight=”2px” _builder_version=”4.18.0″ max_width=”60px” module_alignment=”left” height=”2px” global_colors_info=”{}” theme_builder_area=”post_content”][\/et_pb_divider][et_pb_text _builder_version=”4.18.0″ text_font=”Poppins|300|||||||” text_text_color=”#0a0a0a” text_letter_spacing=”1px” text_line_height=”2em” max_width_tablet=”” max_width_phone=”” max_width_last_edited=”on|phone” min_height=”152px” custom_margin=”|-150px|39px||false|false” custom_margin_tablet=”|0px|||false|false” custom_margin_phone=”|-52px||0px|false|false” custom_margin_last_edited=”on|phone” custom_padding=”|0px|0px||false|false” custom_padding_tablet=”” custom_padding_phone=”” custom_padding_last_edited=”on|phone” hover_enabled=”0″ inline_fonts=”Poppins,Alata,Aclonica” global_colors_info=”{}” theme_builder_area=”post_content” sticky_enabled=”0″]

In conclusion, the integration of AI and automation tools in the domain of task management and workflow optimization has redefined the way businesses approach operational efficiency and project execution. By leveraging the capabilities of AI-driven algorithms, businesses can streamline complex workflow processes, allocate tasks effectively, and closely monitor project progress in real time. This not only fosters better team collaboration and communication but also facilitates data-driven decision-making and strategic planning, leading to improved overall productivity and organizational performance.<\/p>\n

However, the successful implementation of AI and automation in task management and workflow optimization requires a comprehensive understanding of the specific business requirements, careful planning, and a proactive approach to addressing potential challenges. By prioritizing employee engagement, data security, and ongoing technological advancements, businesses can harness the full potential of AI and automation to drive innovation, achieve operational excellence, and stay ahead in today’s competitive business landscape.<\/p>[\/et_pb_text][\/et_pb_column][et_pb_column type=”1_4″ _builder_version=”4.18.0″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||” theme_builder_area=”post_content”][\/et_pb_column][\/et_pb_row][\/et_pb_section]\n","protected":false},"excerpt":{"rendered":"

With the integration of AI, businesses have been able to automate repetitive tasks, streamline complex processes, and ensure a more systematic and error-free approach to managing tasks and workflows<\/p>\n","protected":false},"author":3,"featured_media":7829,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[2316,567,392,16,15,243],"tags":[],"class_list":["post-7827","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-agents","category-artificial-intelligence","category-machine-learning-ai","category-services","category-technology","category-workflow-management-software"],"yoast_head":"AI Evolution of Task Management and Workflow Automation<\/title>\n<meta name=\"description\" content=\"With AI, businesses have been able to ensure a more systematic and error-free approach to managing tasks and workflows\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/utdes.com\/ai-evolution-of-task-management-and-workflow-automation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Evolution of Task Management and Workflow Automation\" \/>\n<meta property=\"og:description\" content=\"With AI, businesses have been able to ensure a more systematic and error-free approach to managing tasks and workflows\" \/>\n<meta property=\"og:url\" content=\"https:\/\/utdes.com\/ai-evolution-of-task-management-and-workflow-automation\/\" \/>\n<meta property=\"og:site_name\" content=\"Michigan AI Application Development - 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