{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"adobe-firefly","slug":"adobe-firefly","name":"Adobe Firefly","type":"product","url":"https://www.adobe.com/products/firefly.html","page_url":"https://unfragile.ai/adobe-firefly","categories":["image-generation","rag-knowledge"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":"$9.99/mo"},"status":"active","verified":false},"capabilities":[{"id":"adobe-firefly__cap_0","uri":"capability://image.visual.text.to.image.generation.with.licensed.content.training","name":"text-to-image generation with licensed content training","description":"Generates photorealistic and stylized images from natural language text prompts (up to 750 characters) using a proprietary Adobe model trained exclusively on licensed content. The system accepts text descriptions and outputs high-quality images without requiring reference images or additional conditioning, positioning it as a commercially safe alternative to models trained on web-scraped data. Integration into Creative Cloud apps (Photoshop, Illustrator) enables direct insertion of generated assets into design workflows.","intents":["Generate marketing campaign visuals from text descriptions without hiring photographers or illustrators","Create placeholder assets during rapid prototyping phases to validate design concepts","Produce multiple style variations of a concept (photorealistic, illustration, 3D render) from a single prompt","Generate background imagery and atmospheric elements for video projects"],"best_for":["Content creators and designers working within Adobe Creative Cloud ecosystem","Teams requiring IP indemnification and commercial licensing guarantees","Solo creatives seeking to accelerate asset production without external vendor dependencies"],"limitations":["Prompt input capped at 750 characters — complex multi-part requests require decomposition","Output resolution and quality tiers not publicly documented — unclear if 1080p, 4K, or variable","No seed/reproducibility control mentioned — cannot reliably regenerate identical outputs","Generation latency unknown — could range from seconds to minutes per image","No batch processing capability documented — single-image-at-a-time workflow only"],"requires":["Adobe Creative Cloud subscription or free Firefly account","Text prompt in English (language support not documented)","Internet connectivity for cloud-based inference"],"input_types":["text (natural language prompt, max 750 characters)"],"output_types":["image (format unspecified — likely JPEG or PNG)"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_1","uri":"capability://image.visual.generative.fill.with.inpainting.and.content.aware.expansion","name":"generative fill with inpainting and content-aware expansion","description":"Enables users to select regions within existing images and fill them with AI-generated content matching the surrounding context, using text prompts to guide the fill behavior. The system analyzes the source image's visual characteristics (color, texture, composition) and generates new pixels that seamlessly blend with the original, functioning as an intelligent content-aware fill tool. Operates within Photoshop's layer-based editing paradigm, preserving non-selected regions and allowing iterative refinement.","intents":["Remove unwanted objects from photographs and replace with contextually appropriate backgrounds","Extend image boundaries (e.g., expand a portrait to landscape format) with AI-generated content","Fill transparent areas in design mockups with thematic imagery matching the design intent","Repair damaged or occluded regions in archival photographs"],"best_for":["Photo editors and retouchers working in Photoshop who need non-destructive, iterative fill workflows","Product photographers needing to change backgrounds without re-shooting","Designers prototyping layouts with placeholder imagery"],"limitations":["Requires source image as input — cannot generate from scratch like text-to-image","Fill quality depends on surrounding context — ambiguous or complex regions may produce artifacts","No control over generation style or aesthetic beyond text prompt — cannot specify 'photorealistic vs illustration' for fill","Iterative refinement workflow not documented — unclear if users can regenerate fills or only accept/reject","Selection accuracy depends on user's masking skill — poor selections produce poor fills"],"requires":["Adobe Photoshop (version not specified — likely 2023 or later)","Source image in supported format (JPEG, PNG, PSD — formats not explicitly documented)","Text prompt describing desired fill content (optional — may work with context alone)"],"input_types":["image (source image with selected region)","text (optional prompt describing fill content)"],"output_types":["image (modified source image with filled region)"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_10","uri":"capability://text.generation.language.prompt.based.content.generation.with.750.character.input.limit","name":"prompt-based content generation with 750-character input limit","description":"Accepts natural language text prompts (up to 750 characters maximum, enforced client-side) as the primary input method for all generative capabilities (images, video, audio, text effects). The system validates prompt length and rejects inputs exceeding the limit, requiring users to simplify or split complex requests. Prompt engineering guidance, examples, or optimization tools are not mentioned.","intents":["I need to describe what I want to generate in natural language without learning specialized syntax","I want to quickly iterate on prompts to refine outputs","I need to understand the constraints on prompt length for my use case"],"best_for":["non-technical users and creatives unfamiliar with AI prompt engineering","rapid prototyping and ideation workflows","users generating simple, single-concept assets"],"limitations":["750-character hard limit—complex or multi-part requests must be simplified or split across multiple prompts","No prompt engineering guidance, examples, or best practices published","No prompt optimization or suggestion tools mentioned","Unclear if character limit includes spaces, punctuation, or special characters","No multi-turn conversation or iterative refinement mentioned—each prompt is independent","No prompt history or saved prompts mentioned","No A/B testing or prompt comparison tools"],"requires":["Adobe account (free or paid)","Text input in English (language support unknown)","Understanding of 750-character limit"],"input_types":["text (natural language prompt, max 750 characters)"],"output_types":["generated content (image, video, audio, or styled text)"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_2","uri":"capability://image.visual.text.effects.generation.with.style.application","name":"text effects generation with style application","description":"Generates styled text and typographic effects from plain text input, applying visual treatments (shadows, glows, textures, 3D effects) based on descriptive prompts or predefined style templates. The system interprets text styling requests and produces image outputs or vector-based text objects with applied effects, enabling designers to create branded typography without manual layer composition. Operates as a generative layer within Illustrator and Photoshop, outputting either rasterized images or editable vector paths.","intents":["Create branded title graphics for marketing materials with consistent style application","Generate multiple typographic variations (metallic, neon, graffiti, calligraphy) from a single text string","Apply complex effects (3D perspective, lighting, material properties) to text without manual composition","Produce social media graphics with text effects matching brand guidelines"],"best_for":["Graphic designers creating marketing collateral and social media assets","Non-designers using Creative Cloud who need quick text styling without learning effect composition","Teams producing high-volume branded content with consistent typographic treatment"],"limitations":["Output format (rasterized image vs editable vector) not documented — may limit post-generation editing","Effect vocabulary and style options not enumerated — unclear what effects are available","No control over font selection — system may choose fonts automatically or offer limited options","Text length limits not specified — may not support long headlines or multi-line text","Reproducibility unknown — cannot reliably regenerate identical effects for consistency across projects"],"requires":["Adobe Photoshop or Illustrator (version not specified)","Text input (language support not documented)","Style description or template selection"],"input_types":["text (plain text string to be styled)","text (style description or template name)"],"output_types":["image (rasterized text effect) or vector (editable text object with effects)"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_3","uri":"capability://image.visual.vector.recoloring.with.semantic.color.mapping","name":"vector recoloring with semantic color mapping","description":"Recolors vector graphics (SVG, AI, PDF) by applying new color palettes while preserving vector structure and editability. The system analyzes the semantic meaning of vector elements (foreground, background, accent colors) and intelligently remaps colors based on text descriptions or color input, maintaining visual hierarchy and contrast. Outputs remain fully editable vectors in Illustrator, enabling further refinement without rasterization.","intents":["Generate multiple brand color variations of a logo or icon set for different product lines","Adapt vector illustrations to match seasonal or campaign-specific color schemes","Create accessible color variants (high-contrast, colorblind-friendly) from a single source vector","Recolor complex illustrations (multi-element scenes) while maintaining visual balance"],"best_for":["Brand designers managing color systems across multiple product variations","Illustrators producing client deliverables in multiple color schemes","Design systems teams automating color variant generation"],"limitations":["Input vector format support not documented — unclear if all Adobe formats (AI, SVG, PDF) are supported equally","Semantic color detection may fail on complex or abstract vectors — no fallback behavior documented","Color mapping algorithm not specified — unclear if it uses hue-shift, replacement, or more sophisticated remapping","No batch recoloring capability documented — single-file-at-a-time workflow only","Editability preservation not guaranteed — output may be rasterized or locked in some cases"],"requires":["Adobe Illustrator (version not specified)","Vector file in supported format (AI, SVG, PDF — support levels not documented)","Color specification (palette, hex codes, or text description)"],"input_types":["vector (SVG, AI, or PDF file)","text or color specification (new color palette)"],"output_types":["vector (recolored vector file, editable in Illustrator)"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_4","uri":"capability://image.visual.video.generation.from.text.prompts","name":"video generation from text prompts","description":"Generates short-form video clips from natural language text descriptions, producing cinematic b-roll, atmospheric effects (smoke, particles, lighting), and transition sequences. The system synthesizes video frames based on prompt specifications and outputs video files suitable for editing timelines, functioning as an asset generation tool for video editors. Integration with Premiere Pro enables direct timeline insertion without external export/import workflows.","intents":["Generate atmospheric b-roll (smoke effects, lighting, particle systems) for video projects without filming","Create transition sequences and visual effects for video editing without manual animation","Produce placeholder video assets during pre-production to visualize editing concepts","Generate cinematic background footage for podcasts, tutorials, and educational content"],"best_for":["Video editors and motion designers working in Premiere Pro who need rapid asset generation","Content creators producing high-volume video content (YouTube, TikTok, podcasts) with limited budgets","Filmmakers prototyping visual concepts before committing to production"],"limitations":["Video duration limits not documented — unclear if outputs are 5-second clips, 30-second sequences, or longer","Output resolution and frame rate not specified — may be limited to 1080p/30fps or lower","Generation latency unknown — video synthesis is computationally expensive and may take minutes per clip","No control over camera movement, transitions, or pacing — system generates fixed sequences","No multi-shot composition capability — cannot generate complex scenes with multiple elements","Reproducibility unknown — cannot reliably regenerate identical video sequences"],"requires":["Adobe Premiere Pro (version not specified)","Text prompt describing desired video content","Internet connectivity for cloud-based video synthesis"],"input_types":["text (natural language description of video content)"],"output_types":["video (MP4 or other format — not specified, likely H.264)"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_5","uri":"capability://image.visual.sound.effect.generation.from.text.descriptions","name":"sound effect generation from text descriptions","description":"Generates audio effects and ambient sounds from natural language text prompts, producing sound design assets for video, podcasts, and interactive media. The system synthesizes audio waveforms matching descriptive specifications (e.g., 'rain on metal roof', 'crowd murmur', 'door slam') and outputs audio files compatible with editing timelines. Enables sound designers to rapidly prototype audio concepts without recording or sourcing from libraries.","intents":["Generate custom sound effects for video projects without licensing or recording","Create ambient soundscapes (background noise, environmental effects) for podcasts and videos","Produce placeholder audio during pre-production to validate sound design concepts","Generate multiple variations of a sound effect to find the best fit for a scene"],"best_for":["Video editors and sound designers working in Premiere Pro or Audition","Podcast producers needing quick sound effects without external library subscriptions","Game developers prototyping audio assets during early development"],"limitations":["Audio duration limits not documented — unclear if outputs are short effects (1-5 seconds) or longer ambient tracks","Sample rate and bit depth not specified — may be limited to 44.1kHz/16-bit or lower quality","Generation latency unknown — audio synthesis may be faster than video but still non-instantaneous","No control over audio characteristics (timbre, dynamics, EQ) beyond text description","Reproducibility unknown — cannot reliably regenerate identical sound effects","No batch generation capability documented — single-effect-at-a-time workflow only"],"requires":["Adobe Premiere Pro or Audition (version not specified)","Text prompt describing desired sound effect","Internet connectivity for cloud-based audio synthesis"],"input_types":["text (natural language description of sound effect)"],"output_types":["audio (WAV, MP3, or other format — not specified)"],"categories":["image-visual","generative-ai"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_6","uri":"capability://tool.use.integration.multi.model.orchestration.with.automatic.tool.selection","name":"multi-model orchestration with automatic tool selection","description":"Routes generation requests across multiple AI models (Adobe proprietary, Google, OpenAI, Runway) based on task type and user preference, presenting a unified interface that abstracts model selection complexity. The Firefly AI Assistant (beta) automatically selects the optimal model for each request, while users can manually choose specific providers. Enables access to diverse model capabilities (Adobe's licensed training, OpenAI's GPT-4 vision, Google's Gemini, Runway's video expertise) without managing separate API keys or interfaces.","intents":["Access best-in-class models for different tasks (Adobe for licensed safety, OpenAI for reasoning, Runway for video) through a single interface","Automatically route requests to the most appropriate model without manual selection","Compare outputs from different models for the same prompt to choose the best result","Avoid vendor lock-in by maintaining access to multiple model providers"],"best_for":["Creative professionals who want flexibility to choose models based on task requirements","Teams avoiding single-vendor dependency and seeking model diversity","Users who value automatic model selection to reduce decision fatigue"],"limitations":["Model selection criteria not documented — unclear how Firefly AI Assistant chooses between providers","No explicit model version information — unclear if using GPT-4, GPT-3.5, Gemini Pro, or other versions","Routing logic not transparent — users cannot see why a particular model was selected","No fallback behavior documented — unclear what happens if preferred model is unavailable","Model availability may vary by region or subscription tier — not documented","Latency varies by model — no performance comparison provided"],"requires":["Adobe Creative Cloud account or free Firefly account","API keys for non-Adobe models (if manually selecting OpenAI, Google, Runway — not required if using auto-routing)","Internet connectivity for cloud-based inference"],"input_types":["text (prompt or request)","image (optional, for image-to-image or editing tasks)","model selection (optional, if not using auto-routing)"],"output_types":["image, video, audio, or text (depending on selected model and task)"],"categories":["tool-use-integration","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_7","uri":"capability://tool.use.integration.creative.cloud.app.integration.with.single.sign.on","name":"creative cloud app integration with single sign-on","description":"Embeds Firefly capabilities directly into Photoshop, Illustrator, Premiere Pro, and other Creative Cloud applications through native UI components, enabling generation and editing without context-switching to external tools. Single Adobe login provides access to all Firefly features across all apps, with generated assets automatically available in the current project. Eliminates export/import workflows and maintains asset provenance within the Creative Cloud ecosystem.","intents":["Generate images within Photoshop without opening a web browser or external tool","Create vector assets in Illustrator using Firefly without switching applications","Generate video and audio in Premiere Pro and insert directly into timelines","Maintain consistent asset management and version control within Creative Cloud projects"],"best_for":["Creative Cloud subscribers who want seamless integration with existing workflows","Teams using Adobe as their primary creative platform and seeking to minimize tool switching","Designers who value single sign-on and unified asset management"],"limitations":["Firefly features only available within Creative Cloud apps — no standalone web interface for non-subscribers","App version requirements not documented — unclear which Creative Cloud versions support Firefly","Feature parity across apps not guaranteed — some capabilities may be unavailable in certain apps","Offline usage not supported — requires internet connectivity for all generation tasks","Asset storage and versioning tied to Creative Cloud — no local-first option"],"requires":["Adobe Creative Cloud subscription (or free Firefly account with limited features)","Photoshop, Illustrator, Premiere Pro, or other Creative Cloud app (version not specified)","Adobe ID for single sign-on","Internet connectivity"],"input_types":["text (prompts, descriptions)","image (for editing tasks)","existing project files (PSD, AI, PRPROJ)"],"output_types":["image, vector, video, or audio (inserted into current project)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_8","uri":"capability://safety.moderation.commercial.licensing.and.ip.indemnification","name":"commercial licensing and ip indemnification","description":"Provides explicit intellectual property indemnification for generated assets, guaranteeing that outputs can be used commercially without copyright infringement liability. Firefly's training exclusively on licensed content (rather than web-scraped data) and Adobe's legal backing enable commercial use without the copyright concerns affecting other generative AI tools. Indemnification applies to all generated images, videos, audio, and text effects, enabling risk-free commercial deployment.","intents":["Generate marketing assets with legal certainty that they can be used commercially without copyright liability","Create client deliverables with IP indemnification guarantees that protect both agency and client","Deploy generated assets in products and services without legal risk from copyright claims","Obtain insurance-like protection against generative AI copyright litigation"],"best_for":["Agencies and studios creating client deliverables that require legal certainty","Companies deploying generated assets in commercial products or services","Risk-averse organizations seeking to avoid generative AI copyright litigation","Enterprise teams with legal compliance requirements"],"limitations":["Indemnification scope not publicly documented — unclear what is covered and what is excluded","Liability caps not specified — unclear if indemnification covers full damages or limited amounts","Conditions and exclusions not detailed — unclear if indemnification applies to all use cases or has restrictions","Enforceability across jurisdictions unknown — may not apply equally in all countries","Indemnification may not cover derivative works or modifications — unclear if edited outputs are covered","No public legal opinion or precedent — indemnification has not been tested in court"],"requires":["Adobe Creative Cloud subscription or Firefly account (free tier coverage unclear)","Acceptance of Adobe's terms of service and indemnification terms","Compliance with usage restrictions (no illegal use, no trademark infringement, etc.)"],"input_types":["N/A (indemnification is a legal guarantee, not a technical capability)"],"output_types":["N/A (applies to all generated outputs)"],"categories":["safety-moderation","legal-compliance"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__cap_9","uri":"capability://automation.workflow.freemium.access.with.undocumented.quota.system","name":"freemium access with undocumented quota system","description":"Offers free access to Firefly capabilities for non-commercial and limited commercial use, with unspecified monthly generation quotas and feature restrictions. Free tier provides entry-level access to text-to-image, generative fill, and other capabilities without requiring payment, while premium tiers (pricing not documented) likely offer higher quotas and advanced features. Quota system operates on a monthly reset cycle, with usage tracking and enforcement at generation time.","intents":["Try Firefly capabilities without financial commitment to evaluate fit for workflows","Generate limited assets for personal projects or non-commercial use","Access basic features while deferring premium upgrade until higher volume is needed","Prototype creative concepts with free tier before committing to paid subscription"],"best_for":["Individual creators and hobbyists exploring generative AI without budget","Students and educators using Firefly for learning and non-commercial projects","Teams evaluating Firefly before committing to enterprise licensing"],"limitations":["Free tier quota not documented — unclear if 10, 100, or 1000 generations per month","Feature restrictions not specified — unclear which capabilities are free vs premium","Upgrade pricing not published — no information on cost of premium tiers","Quota enforcement not transparent — unclear if users receive warnings before hitting limits","Commercial use restrictions not detailed — unclear what constitutes 'commercial' use on free tier","No tier comparison table available — cannot evaluate free vs premium features","Quota reset timing not documented — unclear if monthly, weekly, or rolling window"],"requires":["Adobe ID (free account, no Creative Cloud subscription required for free tier)","Acceptance of free tier terms of service","Compliance with non-commercial use restrictions (if applicable)"],"input_types":["text (prompts, descriptions)","image (for editing tasks)"],"output_types":["image, video, audio, or text (subject to quota limits)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"adobe-firefly__headline","uri":"capability://image.visual.commercially.safe.generative.ai.for.image.creation","name":"commercially safe generative ai for image creation","description":"Adobe Firefly is a generative AI model designed for safe and licensed image creation, providing tools for text-to-image generation, generative fill, and more, integrated within Adobe's Creative Cloud.","intents":["best generative AI for images","image generation tool for content creators","AI model for safe image creation","top text-to-image generator","generative fill tool for designers"],"best_for":["content creators","marketers","graphic designers"],"limitations":["maximum prompt length of 750 characters"],"requires":["Adobe Creative Cloud subscription"],"input_types":["natural language prompts"],"output_types":["images","vector graphics","text effects"],"categories":["image-visual"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":55,"verified":false,"data_access_risk":"low","permissions":["Adobe Creative Cloud subscription or free Firefly account","Text prompt in English (language support not documented)","Internet connectivity for cloud-based inference","Adobe Photoshop (version not specified — likely 2023 or later)","Source image in supported format (JPEG, PNG, PSD — formats not explicitly documented)","Text prompt describing desired fill content (optional — may work with context alone)","Adobe account (free or paid)","Text input in English (language support unknown)","Understanding of 750-character limit","Adobe Photoshop or Illustrator (version not specified)"],"failure_modes":["Prompt input capped at 750 characters — complex multi-part requests require decomposition","Output resolution and quality tiers not publicly documented — unclear if 1080p, 4K, or variable","No seed/reproducibility control mentioned — cannot reliably regenerate identical outputs","Generation latency unknown — could range from seconds to minutes per image","No batch processing capability documented — single-image-at-a-time workflow only","Requires source image as input — cannot generate from scratch like text-to-image","Fill quality depends on surrounding context — ambiguous or complex regions may produce artifacts","No control over generation style or aesthetic beyond text prompt — cannot specify 'photorealistic vs illustration' for fill","Iterative refinement workflow not documented — unclear if users can regenerate fills or only accept/reject","Selection accuracy depends on user's masking skill — poor selections produce poor fills","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.7,"quality":0.9,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:19.836Z","last_scraped_at":null,"last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=adobe-firefly","compare_url":"https://unfragile.ai/compare?artifact=adobe-firefly"}},"signature":"wTY4CzHRuD1mY/vRvMBdFof8Ud+rkDBbGOKx8oDPvChmrh56HAeOLn530aHo92C6n0vNVHXc0pIlgnqrdsxvAQ==","signedAt":"2026-06-20T12:08:17.532Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/adobe-firefly","artifact":"https://unfragile.ai/adobe-firefly","verify":"https://unfragile.ai/api/v1/verify?slug=adobe-firefly","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}