<?php
/**
 * Base WordPress Image Editor
 *
 * @package WordPress
 * @subpackage Image_Editor
 */

/**
 * Base image editor class from which implementations extend
 *
 * @since 3.5.0
 */
#[AllowDynamicProperties]
abstract class WP_Image_Editor {
	protected $file              = null;
	protected $size              = null;
	protected $mime_type         = null;
	protected $output_mime_type  = null;
	protected $default_mime_type = 'image/jpeg';
	protected $quality           = false;

	// Deprecated since 5.8.1. See get_default_quality() below.
	protected $default_quality = 82;

	/**
	 * Each instance handles a single file.
	 *
	 * @param string $file Path to the file to load.
	 */
	public function __construct( $file ) {
		$this->file = $file;
	}

	/**
	 * Checks to see if current environment supports the editor chosen.
	 * Must be overridden in a subclass.
	 *
	 * @since 3.5.0
	 *
	 * @abstract
	 *
	 * @param array $args
	 * @return bool
	 */
	public static function test( $args = array() ) {
		return false;
	}

	/**
	 * Checks to see if editor supports the mime-type specified.
	 * Must be overridden in a subclass.
	 *
	 * @since 3.5.0
	 *
	 * @abstract
	 *
	 * @param string $mime_type
	 * @return bool
	 */
	public static function supports_mime_type( $mime_type ) {
		return false;
	}

	/**
	 * Loads image from $this->file into editor.
	 *
	 * @since 3.5.0
	 * @abstract
	 *
	 * @return true|WP_Error True if loaded; WP_Error on failure.
	 */
	abstract public function load();

	/**
	 * Saves current image to file.
	 *
	 * @since 3.5.0
	 * @since 6.0.0 The `$filesize` value was added to the returned array.
	 * @abstract
	 *
	 * @param string $destfilename Optional. Destination filename. Default null.
	 * @param string $mime_type    Optional. The mime-type. Default null.
	 * @return array|WP_Error {
	 *     Array on success or WP_Error if the file failed to save.
	 *
	 *     @type string $path      Path to the image file.
	 *     @type string $file      Name of the image file.
	 *     @type int    $width     Image width.
	 *     @type int    $height    Image height.
	 *     @type string $mime-type The mime type of the image.
	 *     @type int    $filesize  File size of the image.
	 * }
	 */
	abstract public function save( $destfilename = null, $mime_type = null );

	/**
	 * Resizes current image.
	 *
	 * At minimum, either a height or width must be provided.
	 * If one of the two is set to null, the resize will
	 * maintain aspect ratio according to the provided dimension.
	 *
	 * @since 3.5.0
	 * @abstract
	 *
	 * @param int|null   $max_w Image width.
	 * @param int|null   $max_h Image height.
	 * @param bool|array $crop  {
	 *     Optional. Image cropping behavior. If false, the image will be scaled (default).
	 *     If true, image will be cropped to the specified dimensions using center positions.
	 *     If an array, the image will be cropped using the array to specify the crop location:
	 *
	 *     @type string $0 The x crop position. Accepts 'left' 'center', or 'right'.
	 *     @type string $1 The y crop position. Accepts 'top', 'center', or 'bottom'.
	 * }
	 * @return true|WP_Error
	 */
	abstract public function resize( $max_w, $max_h, $crop = false );

	/**
	 * Resize multiple images from a single source.
	 *
	 * @since 3.5.0
	 * @abstract
	 *
	 * @param array $sizes {
	 *     An array of image size arrays. Default sizes are 'small', 'medium', 'large'.
	 *
	 *     @type array ...$0 {
	 *         @type int        $width  Image width.
	 *         @type int        $height Image height.
	 *         @type bool|array $crop   Optional. Whether to crop the image. Default false.
	 *     }
	 * }
	 * @return array An array of resized images metadata by size.
	 */
	abstract public function multi_resize( $sizes );

	/**
	 * Crops Image.
	 *
	 * @since 3.5.0
	 * @abstract
	 *
	 * @param int  $src_x   The start x position to crop from.
	 * @param int  $src_y   The start y position to crop from.
	 * @param int  $src_w   The width to crop.
	 * @param int  $src_h   The height to crop.
	 * @param int  $dst_w   Optional. The destination width.
	 * @param int  $dst_h   Optional. The destination height.
	 * @param bool $src_abs Optional. If the source crop points are absolute.
	 * @return true|WP_Error
	 */
	abstract public function crop( $src_x, $src_y, $src_w, $src_h, $dst_w = null, $dst_h = null, $src_abs = false );

	/**
	 * Rotates current image counter-clockwise by $angle.
	 *
	 * @since 3.5.0
	 * @abstract
	 *
	 * @param float $angle
	 * @return true|WP_Error
	 */
	abstract public function rotate( $angle );

	/**
	 * Flips current image.
	 *
	 * @since 3.5.0
	 * @abstract
	 *
	 * @param bool $horz Flip along Horizontal Axis
	 * @param bool $vert Flip along Vertical Axis
	 * @return true|WP_Error
	 */
	abstract public function flip( $horz, $vert );

	/**
	 * Streams current image to browser.
	 *
	 * @since 3.5.0
	 * @abstract
	 *
	 * @param string $mime_type The mime type of the image.
	 * @return true|WP_Error True on success, WP_Error object on failure.
	 */
	abstract public function stream( $mime_type = null );

	/**
	 * Gets dimensions of image.
	 *
	 * @since 3.5.0
	 *
	 * @return int[] {
	 *     Dimensions of the image.
	 *
	 *     @type int $width  The image width.
	 *     @type int $height The image height.
	 * }
	 */
	public function get_size() {
		return $this->size;
	}

	/**
	 * Sets current image size.
	 *
	 * @since 3.5.0
	 *
	 * @param int $width
	 * @param int $height
	 * @return true
	 */
	protected function update_size( $width = null, $height = null ) {
		$this->size = array(
			'width'  => (int) $width,
			'height' => (int) $height,
		);
		return true;
	}

	/**
	 * Gets the Image Compression quality on a 1-100% scale.
	 *
	 * @since 4.0.0
	 *
	 * @return int Compression Quality. Range: [1,100]
	 */
	public function get_quality() {
		if ( ! $this->quality ) {
			$this->set_quality();
		}

		return $this->quality;
	}

	/**
	 * Sets Image Compression quality on a 1-100% scale.
	 *
	 * @since 3.5.0
	 *
	 * @param int $quality Compression Quality. Range: [1,100]
	 * @return true|WP_Error True if set successfully; WP_Error on failure.
	 */
	public function set_quality( $quality = null ) {
		// Use the output mime type if present. If not, fall back to the input/initial mime type.
		$mime_type = ! empty( $this->output_mime_type ) ? $this->output_mime_type : $this->mime_type;
		// Get the default quality setting for the mime type.
		$default_quality = $this->get_default_quality( $mime_type );

		if ( null === $quality ) {
			/**
			 * Filters the default image compression quality setting.
			 *
			 * Applies only during initial editor instantiation, or when set_quality() is run
			 * manually without the `$quality` argument.
			 *
			 * The WP_Image_Editor::set_quality() method has priority over the filter.
			 *
			 * @since 3.5.0
			 *
			 * @param int    $quality   Quality level between 1 (low) and 100 (high).
			 * @param string $mime_type Image mime type.
			 */
			$quality = apply_filters( 'wp_editor_set_quality', $default_quality, $mime_type );

			if ( 'image/jpeg' === $mime_type ) {
				/**
				 * Filters the JPEG compression quality for backward-compatibility.
				 *
				 * Applies only during initial editor instantiation, or when set_quality() is run
				 * manually without the `$quality` argument.
				 *
				 * The WP_Image_Editor::set_quality() method has priority over the filter.
				 *
				 * The filter is evaluated under two contexts: 'image_resize', and 'edit_image',
				 * (when a JPEG image is saved to file).
				 *
				 * @since 2.5.0
				 *
				 * @param int    $quality Quality level between 0 (low) and 100 (high) of the JPEG.
				 * @param string $context Context of the filter.
				 */
				$quality = apply_filters( 'jpeg_quality', $quality, 'image_resize' );
			}

			if ( $quality < 0 || $quality > 100 ) {
				$quality = $default_quality;
			}
		}

		// Allow 0, but squash to 1 due to identical images in GD, and for backward compatibility.
		if ( 0 === $quality ) {
			$quality = 1;
		}

		if ( ( $quality >= 1 ) && ( $quality <= 100 ) ) {
			$this->quality = $quality;
			return true;
		} else {
			return new WP_Error( 'invalid_image_quality', __( 'Attempted to set image quality outside of the range [1,100].' ) );
		}
	}

	/**
	 * Returns the default compression quality setting for the mime type.
	 *
	 * @since 5.8.1
	 *
	 * @param string $mime_type
	 * @return int The default quality setting for the mime type.
	 */
	protected function get_default_quality( $mime_type ) {
		switch ( $mime_type ) {
			case 'image/webp':
				$quality = 86;
				break;
			case 'image/jpeg':
			case 'image/avif':
			default:
				$quality = $this->default_quality;
		}

		return $quality;
	}

	/**
	 * Returns preferred mime-type and extension based on provided
	 * file's extension and mime, or current file's extension and mime.
	 *
	 * Will default to $this->default_mime_type if requested is not supported.
	 *
	 * Provides corrected filename only if filename is provided.
	 *
	 * @since 3.5.0
	 *
	 * @param string $filename
	 * @param string $mime_type
	 * @return array { filename|null, extension, mime-type }
	 */
	protected function get_output_format( $filename = null, $mime_type = null ) {
		$new_ext = null;

		// By default, assume specified type takes priority.
		if ( $mime_type ) {
			$new_ext = $this->get_extension( $mime_type );
		}

		if ( $filename ) {
			$file_ext  = strtolower( pathinfo( $filename, PATHINFO_EXTENSION ) );
			$file_mime = $this->get_mime_type( $file_ext );
		} else {
			// If no file specified, grab editor's current extension and mime-type.
			$file_ext  = strtolower( pathinfo( $this->file, PATHINFO_EXTENSION ) );
			$file_mime = $this->mime_type;
		}

		/*
		 * Check to see if specified mime-type is the same as type implied by
		 * file extension. If so, prefer extension from file.
		 */
		if ( ! $mime_type || ( $file_mime === $mime_type ) ) {
			$mime_type = $file_mime;
			$new_ext   = $file_ext;
		}

		/**
		 * Filters the image editor output format mapping.
		 *
		 * Enables filtering the mime type used to save images. By default,
		 * the mapping array is empty, so the mime type matches the source image.
		 *
		 * @see WP_Image_Editor::get_output_format()
		 *
		 * @since 5.8.0
		 *
		 * @param string[] $output_format {
		 *     An array of mime type mappings. Maps a source mime type to a new
		 *     destination mime type. Default empty array.
		 *
		 *     @type string ...$0 The new mime type.
		 * }
		 * @param string $filename  Path to the image.
		 * @param string $mime_type The source image mime type.
		 */
		$output_format = apply_filters( 'image_editor_output_format', array(), $filename, $mime_type );

		if ( isset( $output_format[ $mime_type ] )
			&& $this->supports_mime_type( $output_format[ $mime_type ] )
		) {
			$mime_type = $output_format[ $mime_type ];
			$new_ext   = $this->get_extension( $mime_type );
		}

		/*
		 * Double-check that the mime-type selected is supported by the editor.
		 * If not, choose a default instead.
		 */
		if ( ! $this->supports_mime_type( $mime_type ) ) {
			/**
			 * Filters default mime type prior to getting the file extension.
			 *
			 * @see wp_get_mime_types()
			 *
			 * @since 3.5.0
			 *
			 * @param string $mime_type Mime type string.
			 */
			$mime_type = apply_filters( 'image_editor_default_mime_type', $this->default_mime_type );
			$new_ext   = $this->get_extension( $mime_type );
		}

		/*
		 * Ensure both $filename and $new_ext are not empty.
		 * $this->get_extension() returns false on error which would effectively remove the extension
		 * from $filename. That shouldn't happen, files without extensions are not supported.
		 */
		if ( $filename && $new_ext ) {
			$dir = pathinfo( $filename, PATHINFO_DIRNAME );
			$ext = pathinfo( $filename, PATHINFO_EXTENSION );

			$filename = trailingslashit( $dir ) . wp_basename( $filename, ".$ext" ) . ".{$new_ext}";
		}

		if ( $mime_type && ( $mime_type !== $this->mime_type ) ) {
			// The image will be converted when saving. Set the quality for the new mime-type if not already set.
			if ( $mime_type !== $this->output_mime_type ) {
				$this->output_mime_type = $mime_type;
			}
			$this->set_quality();
		} elseif ( ! empty( $this->output_mime_type ) ) {
			// Reset output_mime_type and quality.
			$this->output_mime_type = null;
			$this->set_quality();
		}

		return array( $filename, $new_ext, $mime_type );
	}

	/**
	 * Builds an output filename based on current file, and adding proper suffix
	 *
	 * @since 3.5.0
	 *
	 * @param string $suffix
	 * @param string $dest_path
	 * @param string $extension
	 * @return string filename
	 */
	public function generate_filename( $suffix = null, $dest_path = null, $extension = null ) {
		// $suffix will be appended to the destination filename, just before the extension.
		if ( ! $suffix ) {
			$suffix = $this->get_suffix();
		}

		$dir = pathinfo( $this->file, PATHINFO_DIRNAME );
		$ext = pathinfo( $this->file, PATHINFO_EXTENSION );

		$name    = wp_basename( $this->file, ".$ext" );
		$new_ext = strtolower( $extension ? $extension : $ext );

		if ( ! is_null( $dest_path ) ) {
			if ( ! wp_is_stream( $dest_path ) ) {
				$_dest_path = realpath( $dest_path );
				if ( $_dest_path ) {
					$dir = $_dest_path;
				}
			} else {
				$dir = $dest_path;
			}
		}

		return trailingslashit( $dir ) . "{$name}-{$suffix}.{$new_ext}";
	}

	/**
	 * Builds and returns proper suffix for file based on height and width.
	 *
	 * @since 3.5.0
	 *
	 * @return string|false suffix
	 */
	public function get_suffix() {
		if ( ! $this->get_size() ) {
			return false;
		}

		return "{$this->size['width']}x{$this->size['height']}";
	}

	/**
	 * Check if a JPEG image has EXIF Orientation tag and rotate it if needed.
	 *
	 * @since 5.3.0
	 *
	 * @return bool|WP_Error True if the image was rotated. False if not rotated (no EXIF data or the image doesn't need to be rotated).
	 *                       WP_Error if error while rotating.
	 */
	public function maybe_exif_rotate() {
		$orientation = null;

		if ( is_callable( 'exif_read_data' ) && 'image/jpeg' === $this->mime_type ) {
			$exif_data = @exif_read_data( $this->file );

			if ( ! empty( $exif_data['Orientation'] ) ) {
				$orientation = (int) $exif_data['Orientation'];
			}
		}

		/**
		 * Filters the `$orientation` value to correct it before rotating or to prevent rotating the image.
		 *
		 * @since 5.3.0
		 *
		 * @param int    $orientation EXIF Orientation value as retrieved from the image file.
		 * @param string $file        Path to the image file.
		 */
		$orientation = apply_filters( 'wp_image_maybe_exif_rotate', $orientation, $this->file );

		if ( ! $orientation || 1 === $orientation ) {
			return false;
		}

		switch ( $orientation ) {
			case 2:
				// Flip horizontally.
				$result = $this->flip( false, true );
				break;
			case 3:
				/*
				 * Rotate 180 degrees or flip horizontally and vertically.
				 * Flipping seems faster and uses less resources.
				 */
				$result = $this->flip( true, true );
				break;
			case 4:
				// Flip vertically.
				$result = $this->flip( true, false );
				break;
			case 5:
				// Rotate 90 degrees counter-clockwise and flip vertically.
				$result = $this->rotate( 90 );

				if ( ! is_wp_error( $result ) ) {
					$result = $this->flip( true, false );
				}

				break;
			case 6:
				// Rotate 90 degrees clockwise (270 counter-clockwise).
				$result = $this->rotate( 270 );
				break;
			case 7:
				// Rotate 90 degrees counter-clockwise and flip horizontally.
				$result = $this->rotate( 90 );

				if ( ! is_wp_error( $result ) ) {
					$result = $this->flip( false, true );
				}

				break;
			case 8:
				// Rotate 90 degrees counter-clockwise.
				$result = $this->rotate( 90 );
				break;
		}

		return $result;
	}

	/**
	 * Either calls editor's save function or handles file as a stream.
	 *
	 * @since 3.5.0
	 *
	 * @param string   $filename
	 * @param callable $callback
	 * @param array    $arguments
	 * @return bool
	 */
	protected function make_image( $filename, $callback, $arguments ) {
		$stream = wp_is_stream( $filename );
		if ( $stream ) {
			ob_start();
		} else {
			// The directory containing the original file may no longer exist when using a replication plugin.
			wp_mkdir_p( dirname( $filename ) );
		}

		$result = call_user_func_array( $callback, $arguments );

		if ( $result && $stream ) {
			$contents = ob_get_contents();

			$fp = fopen( $filename, 'w' );

			if ( ! $fp ) {
				ob_end_clean();
				return false;
			}

			fwrite( $fp, $contents );
			fclose( $fp );
		}

		if ( $stream ) {
			ob_end_clean();
		}

		return $result;
	}

	/**
	 * Returns first matched mime-type from extension,
	 * as mapped from wp_get_mime_types()
	 *
	 * @since 3.5.0
	 *
	 * @param string $extension
	 * @return string|false
	 */
	protected static function get_mime_type( $extension = null ) {
		if ( ! $extension ) {
			return false;
		}

		$mime_types = wp_get_mime_types();
		$extensions = array_keys( $mime_types );

		foreach ( $extensions as $_extension ) {
			if ( preg_match( "/{$extension}/i", $_extension ) ) {
				return $mime_types[ $_extension ];
			}
		}

		return false;
	}

	/**
	 * Returns first matched extension from Mime-type,
	 * as mapped from wp_get_mime_types()
	 *
	 * @since 3.5.0
	 *
	 * @param string $mime_type
	 * @return string|false
	 */
	protected static function get_extension( $mime_type = null ) {
		if ( empty( $mime_type ) ) {
			return false;
		}

		return wp_get_default_extension_for_mime_type( $mime_type );
	}
}

[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=”{}”][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=”{}”][et_pb_column type=”3_4″ _builder_version=”4.16″ custom_padding=”|||” global_colors_info=”{}” custom_padding__hover=”|||”][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” global_colors_info=”{}”]<\/p>\n

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As businesses increasingly rely on Software as a Service (SaaS) solutions for their operations, they are confronted with the inevitable reality of price increases. While these hikes can strain budgets and disrupt workflows, the emergence of AI-powered tools offers a glimmer of hope. In this article, we explore several innovative ways AI is helping organizations counter SaaS price increases.<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/blockquote>\n

[\/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=”{}” sticky_enabled=”0″]<\/p>\n

How We Can Help You Save<\/h2>\n

[\/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=”{}”][\/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=”{}” sticky_enabled=”0″]<\/p>\n

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Several notable SaaS (Software as a Service) products have experienced significant price hikes over the years: Salesforce, GitHub, Zoom, and Zendesk for example.<\/span><\/p>\n

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    • We’ll build you your own and cut your software renewal fees.<\/li>\n
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    • We’ll write a proposal to cut out your vendors and replace it with software that you own.<\/li>\n
    • We can manage the hosting of your new software on public clouds such as Amazon AWS or Microsoft Azure.<\/li>\n
    • Based on typical clients, your replacement software will cost about 1-2 years of what you currently pay, but then cost only 10-20% to maintain than what you were paying before.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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      Benefits and Advantages<\/h2>\n

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      Using AI to replace costly SaaS (Software as a Service) solutions can offer several benefits and advantages for organizations. Here are some compelling reasons to consider this approach:<\/p>\n

      Cost Savings:<\/strong> One of the primary reasons to replace costly SaaS solutions with AI-driven alternatives is cost savings. AI can automate tasks and processes that might require expensive software subscriptions. By building or integrating AI solutions, organizations can reduce their software expenses significantly.<\/p>\n

      Customization:<\/strong> AI solutions can be tailored to the specific needs of an organization. Unlike off-the-shelf SaaS products, which offer predefined features and functionalities, AI can be trained and customized to perform tasks and provide insights that align precisely with the organization’s requirements.<\/p>\n

      Scalability:<\/strong> AI solutions can often scale more efficiently than SaaS subscriptions. As your organization grows, you can expand your AI infrastructure without incurring linear increases in costs, unlike SaaS, where additional users or features can lead to higher subscription fees.<\/p>\n

      Data Security:<\/strong> AI solutions can be developed with a strong focus on data security and privacy. Organizations can have more control over their data, reducing the risk of data breaches or unauthorized access associated with third-party SaaS providers.<\/p>\n

      Integration:<\/strong> AI can seamlessly integrate with existing systems and workflows, allowing organizations to enhance their processes without disrupting their current operations. This integration can lead to increased efficiency and productivity.<\/p>\n

      Automation and Efficiency:<\/strong> AI can automate repetitive and time-consuming tasks, freeing up human resources for more strategic and value-added activities. This can result in increased efficiency and reduced labor costs.<\/p>\n

      Predictive Analytics:<\/strong> AI can provide valuable predictive insights that help organizations make data-driven decisions. This can be particularly beneficial in various industries, such as finance, healthcare, and marketing, where predictive analytics can lead to cost savings and revenue generation.<\/p>\n

      Long-term Cost Control:<\/strong> AI solutions typically involve upfront development costs but can provide long-term cost control as they do not rely on recurring subscription fees. This can be especially advantageous for organizations looking to manage their budgets over time.<\/p>\n

      Competitive Advantage:<\/strong> Organizations that successfully leverage AI to replace costly SaaS solutions may gain a competitive advantage. They can allocate resources strategically and invest in innovative solutions that differentiate them from competitors.<\/p>\n

      It’s important to note that while AI offers numerous advantages, its implementation can also come with challenges, including the need for skilled AI talent, data quality, and ethical considerations. The decision to replace SaaS with AI should be based on a thorough assessment of the organization’s specific needs, goals, and available resources.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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      Smart SaaS Usage Optimization<\/h2>\n

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      AI-driven tools for monitoring SaaS application usage and recommending cost-efficient alternatives or unused features are transforming how organizations manage their software expenses:<\/p>\n

      Usage Tracking: These tools continuously monitor how employees use SaaS applications, collecting data on feature utilization, frequency, and user engagement.<\/p>\n

      Recommendation Engine: AI algorithms analyze usage data and compare it to available features and pricing plans. They identify cost-efficient alternatives within the same SaaS ecosystem or suggest unused features that can replace or supplement existing subscriptions.<\/p>\n

      Examples of Companies Saving Money:<\/strong><\/p>\n

      Company A<\/span>: After implementing an AI-driven usage monitoring tool, Company A identified that a significant portion of their team rarely used advanced features in their CRM software. By downgrading to a more cost-effective plan tailored to their actual needs, they reduced annual expenses by 30%.<\/p>\n

      Company B<\/span>: This tech startup found that their cloud storage expenses were steadily increasing. AI analysis revealed that many users were storing duplicate files unnecessarily. The AI tool recommended deduplication and a smarter file management strategy, resulting in a 25% reduction in storage costs.<\/p>\n

      Company C<\/span>: Company C was using multiple project management tools across different teams, leading to fragmented workflows and increased expenses. AI-driven analysis suggested consolidating to a single, more feature-rich solution that reduced subscription costs by 40%.<\/p>\n

      These examples highlight how AI-powered tools can help organizations make data-driven decisions, optimize their SaaS subscriptions, and achieve significant cost savings while maintaining or even improving productivity.<\/p>\n

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      SaaS Vendor Comparison and Alternatives<\/span><\/h2>\n

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      AI-driven platforms that compare SaaS vendors play a crucial role in simplifying the software selection process for businesses. These platforms utilize artificial intelligence and data analytics to:<\/p>\n

      Pricing Comparison<\/span>: They collect pricing data from various SaaS providers and present it in a unified, easy-to-compare format, allowing businesses to identify cost-effective options.<\/p>\n

      Feature Analysis<\/span>: AI algorithms analyze the features offered by different vendors and generate side-by-side comparisons, helping organizations find solutions that align with their specific needs.<\/p>\n

      User Reviews<\/span>: These platforms aggregate user reviews and sentiment analysis to provide insights into the user experience, reliability, and support quality of SaaS products.<\/p>\n

      Recommendations<\/span>: AI-driven platforms often offer tailored recommendations based on a company’s requirements and budget constraints, facilitating informed decision-making.<\/p>\n

      How Businesses Can Use These Platforms:<\/strong><\/p>\n

      Comprehensive Research<\/span>: Companies can use these platforms to gain a comprehensive understanding of the SaaS landscape, ensuring they make informed choices.<\/p>\n

      Cost-Efficiency<\/span>: By comparing pricing structures and available features, organizations can identify SaaS vendors that offer the best value for their investment.<\/p>\n

      User Satisfaction<\/span>: Analyzing user reviews and sentiment can help businesses gauge user satisfaction and potential issues with a particular vendor’s software.<\/p>\n

      Customization<\/span>: Businesses can tailor their search criteria to find SaaS solutions that precisely match their unique requirements, reducing the risk of overpaying for unnecessary features.<\/p>\n

      Time Savings<\/span>: These platforms streamline the research process, saving businesses valuable time that can be allocated to other critical tasks.<\/p>\n

      In a crowded SaaS market, AI-driven comparison platforms empower businesses to make well-informed decisions that align with their budget and needs, ultimately leading to more cost-effective and efficient software adoption.<\/p>\n

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      Case Studies<\/h2>\n

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      Case Study 1: Tech Innovators Inc.<\/strong><\/p>\n

      Background:<\/em> Tech Innovators Inc. is a medium-sized technology company that heavily relies on SaaS applications for various aspects of their operations. They’ve noticed recurring price hikes across multiple software tools, which posed a significant challenge to their budget management.<\/p>\n

      AI Solution Implementation:<\/em> Tech Innovators Inc. decided to implement an AI-driven cost prediction and optimization platform. The AI algorithms analyzed historical pricing data, detected patterns in price increases, and predicted potential future hikes for each SaaS product they used.<\/p>\n

      Results:<\/em><\/p>\n

      Proactive Budget Adjustments: With AI-generated price increase predictions, the company proactively adjusted their budgets to accommodate expected hikes.<\/p>\n

      Negotiation Success: Armed with data-backed insights, Tech Innovators Inc. engaged in more informed negotiations with their SaaS providers. They managed to secure better pricing terms and, in some cases, lock in current rates for an extended period.<\/p>\n

      Optimized Subscriptions: The AI platform identified several underutilized features in existing subscriptions and recommended downgrades to lower-tier plans, saving the company 15% on their SaaS expenses.<\/p>\n

      Case Study 2: Retail Plus Ltd.<\/strong><\/p>\n

      Background:<\/em> Retail Plus Ltd. is a national retail chain with numerous locations. They use various SaaS applications for inventory management, sales tracking, and customer engagement. Rising SaaS costs were impacting their profitability.<\/p>\n

      AI Solution Implementation:<\/em> Retail Plus Ltd. adopted an AI-powered SaaS optimization tool that continuously monitored usage patterns across their stores. It recommended cost-effective alternatives and identified unused features within their existing subscriptions.<\/p>\n

      Results:<\/em><\/p>\n

      Cost Reduction: The AI tool helped Retail Plus Ltd. identify duplicate SaaS subscriptions across different store locations. By consolidating these subscriptions and renegotiating with providers, they reduced SaaS expenses by 20%.<\/p>\n

      Improved Efficiency: By pinpointing underutilized features, the company optimized their workflows, enhancing operational efficiency and customer service.<\/p>\n

      Vendor Negotiations: With data-driven insights into their SaaS usage, Retail Plus Ltd. entered into more productive negotiations with their vendors, securing discounts and improved support packages.<\/p>\n

      These case studies showcase how AI-powered solutions can empower companies to proactively manage SaaS costs, negotiate effectively, and optimize their software subscriptions, ultimately resulting in significant cost savings and improved operational efficiency.<\/p>\n

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      Final Thoughts<\/h2>\n

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      In the ever-evolving landscape of Software as a Service (SaaS), where innovation and convenience often come with a price, AI-powered solutions are emerging as a formidable shield against the challenges of SaaS price hikes. As we’ve explored in this article, AI’s ability to analyze historical pricing data, optimize SaaS usage, and forecast future costs is transforming the way businesses approach software subscriptions.<\/p>\n

      No longer do organizations need to navigate the murky waters of SaaS pricing changes blindly. With AI-driven predictive models, companies can anticipate and plan for potential price increases, ensuring that their budgets remain on track and their financial stability intact. This proactive approach is not just a means of cost management; it’s a strategic advantage in a world where agility and adaptability are paramount.<\/p>\n

      AI also plays a pivotal role in optimizing SaaS usage. By monitoring application usage and recommending cost-efficient alternatives or unused features, businesses can trim unnecessary expenses while maintaining productivity. These AI-driven insights are more than just cost savings; they’re a pathway to efficiency and competitiveness.<\/p>\n

      Moreover, AI isn’t just a financial tool; it’s a negotiation partner. Armed with AI-driven insights, businesses can engage in informed discussions with SaaS providers, leveraging data-backed arguments to secure more favorable contracts. Negotiating from a position of strength is the cornerstone of smart cost management.<\/p>\n

      As we’ve seen from real-world examples, companies are reaping the rewards of AI-powered SaaS cost optimization. They are reducing expenses, reallocating resources, and making strategic decisions that position them for long-term success. In the face of unpredictable pricing landscapes, AI is the ally that empowers organizations to take control of their software costs.<\/p>\n

      In conclusion, the era of SaaS price hikes need not be a source of anxiety or frustration. Instead, it’s an opportunity for businesses to embrace AI-powered solutions that provide clarity, control, and cost-effectiveness. As AI continues to evolve, its role in shielding businesses against SaaS price hikes is destined to become even more indispensable, enabling organizations to thrive in a digital world where innovation meets fiscal responsibility.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

      [\/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=”|||”][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"

      As businesses increasingly rely on Software as a Service (SaaS) solutions for their operations, they are confronted with the inevitable reality of price increases. While these hikes can strain budgets and disrupt workflows, the emergence of AI-powered tools offers a glimmer of hope.<\/p>\n","protected":false},"author":3,"featured_media":7783,"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":[2316,567,59,122],"tags":[51,2421,126,123],"class_list":["post-7779","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-agents","category-artificial-intelligence","category-custom-software-development","category-saas-replacement","tag-ai","tag-ai-solutions","tag-saas","tag-saas-replacement"],"yoast_head":"