{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_irmoai","slug":"irmoai","name":"IrmoAI","type":"product","url":"https://www.irmoai.com","page_url":"https://unfragile.ai/irmoai","categories":["image-generation"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_irmoai__cap_0","uri":"capability://image.visual.text.to.image.generation.with.style.transfer","name":"text-to-image generation with style transfer","description":"Converts natural language prompts into digital images using a diffusion-based generative model architecture. The system processes text embeddings through a latent diffusion pipeline, applying style parameters and conditioning vectors to guide image synthesis. Supports iterative refinement through prompt modification and parameter adjustment without requiring manual editing tools.","intents":["I need to generate marketing visuals from text descriptions without hiring a designer","I want to rapidly prototype multiple visual concepts from the same prompt with different styles","I need to create social media content at scale by batch-processing text prompts"],"best_for":["Solo content creators and small marketing teams with limited design budgets","Product teams prototyping visual concepts before commissioning professional design","Non-technical creators who want to avoid learning complex image editing software"],"limitations":["Output quality and consistency appear unverified against Midjourney or DALL-E 3 benchmarks","No documented control over specific artistic styles, composition rules, or aspect ratios","Free tier likely includes watermarks or resolution restrictions (not explicitly stated)","Latency and generation speed not published; unclear if real-time or batch-only processing"],"requires":["Active internet connection for cloud-based inference","Freemium account (email signup minimum)","Text prompt in English (language support unclear)"],"input_types":["text (natural language prompts)","optional style parameters (if exposed in UI)"],"output_types":["image (PNG or JPEG, resolution unknown)","batch outputs (if batch API exists)"],"categories":["image-visual","content-generation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_irmoai__cap_1","uri":"capability://image.visual.video.generation.and.synthesis.from.text.or.images","name":"video generation and synthesis from text or images","description":"Generates short-form video content by synthesizing motion and temporal coherence from static images or text descriptions. Likely uses frame interpolation, optical flow, or video diffusion models to create smooth transitions and animated sequences. The system may support keyframe-based editing where users specify visual states at different timestamps and the model fills intermediate frames.","intents":["I want to turn static product images into animated demo videos without filming","I need to create short social media clips from text descriptions or storyboards","I want to generate background footage or transitions for video editing projects"],"best_for":["Content creators producing TikTok, Instagram Reels, or YouTube Shorts at volume","E-commerce teams creating product demo videos without production budgets","Marketing teams needing rapid iteration on video concepts before full production"],"limitations":["Video length, resolution, and frame rate limits not documented","No clarity on whether output is suitable for professional use or demo-quality only","Temporal consistency and motion quality unverified against Runway ML or Pika Labs","Unclear if platform supports custom motion control, camera movements, or advanced editing","Processing time for video generation likely significantly longer than image generation (not published)"],"requires":["Freemium account with video generation quota (quota size unknown)","Source material: either text prompt, static image, or image sequence","Sufficient processing credits or time allowance (free tier limits unclear)"],"input_types":["text (video description or prompt)","image (single frame or keyframe)","image sequence (if keyframe-based synthesis supported)"],"output_types":["video file (format, codec, and resolution unknown)","preview or low-res version (if tiered output exists)"],"categories":["image-visual","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_irmoai__cap_2","uri":"capability://image.visual.image.editing.and.manipulation.with.ai.assisted.tools","name":"image editing and manipulation with ai-assisted tools","description":"Provides AI-powered image editing capabilities such as background removal, object inpainting, upscaling, or style application through a web-based editor interface. The system likely uses segmentation models for object detection, inpainting diffusion models for content-aware fill, and super-resolution networks for upscaling. Users interact through a visual canvas with brush-based selection or automatic detection of regions to modify.","intents":["I need to remove backgrounds from product photos without manual masking","I want to upscale low-resolution images to print quality","I need to fill in unwanted objects or people from photos without visible artifacts","I want to apply consistent visual styles across a batch of product images"],"best_for":["E-commerce sellers preparing product catalogs without photo editing expertise","Content creators cleaning up user-generated content or stock photos","Small agencies handling high-volume image preprocessing tasks"],"limitations":["No documentation on supported image formats, maximum file size, or resolution limits","Inpainting quality and artifact handling unverified; unclear if suitable for professional photography","Upscaling algorithm and maximum magnification factor not specified","Batch processing capabilities and API access not mentioned","No undo/redo history or non-destructive editing workflow documented"],"requires":["Freemium account with image editing quota","Source image in common format (JPEG, PNG assumed but not confirmed)","Web browser with modern JavaScript support for canvas-based editor"],"input_types":["image (JPEG, PNG, or other formats — unclear)","optional user selections (brush strokes, region masks if UI supports)"],"output_types":["edited image (format and quality settings unknown)","optional metadata (edit history, parameters — if exposed)"],"categories":["image-visual","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_irmoai__cap_3","uri":"capability://automation.workflow.batch.content.generation.and.processing","name":"batch content generation and processing","description":"Enables bulk creation or transformation of multiple assets (images, videos) in a single workflow, likely through CSV/JSON input with template-based parameterization. The system queues batch jobs, processes them asynchronously, and returns results as downloadable archives or via API. Supports variable substitution in prompts (e.g., product name, color, style) to generate variations without manual re-entry.","intents":["I need to generate 100 product images with different colors and descriptions from a spreadsheet","I want to create variations of a video template with different text overlays and music","I need to process a folder of images with consistent editing rules (upscale, remove background, apply style)"],"best_for":["E-commerce teams managing large product catalogs","Marketing agencies producing content at scale for multiple clients","Content creators automating repetitive generation tasks"],"limitations":["Batch API or CSV import functionality not explicitly documented","Maximum batch size, processing time per job, and concurrent job limits unknown","No published SLA for batch completion or retry logic for failed items","Unclear if batch results are stored permanently or deleted after download","No documented webhook or callback mechanism for job completion notifications"],"requires":["Freemium or paid account with batch processing quota","Input data in structured format (CSV, JSON — format not confirmed)","Sufficient free credits or subscription tier to cover batch volume"],"input_types":["CSV or JSON with parameterized prompts or image references","template definitions (if template-based generation supported)"],"output_types":["batch results archive (ZIP or similar)","individual asset files (images, videos)","optional processing report (success/failure per item)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_irmoai__cap_4","uri":"capability://automation.workflow.multi.modal.content.creation.with.cross.format.synthesis","name":"multi-modal content creation with cross-format synthesis","description":"Orchestrates workflows that combine image, video, and text generation in a single project context, allowing outputs from one modality to feed into another (e.g., generate image → animate to video → add voiceover). The system maintains project state and asset relationships, enabling users to iterate on individual components while preserving dependencies. May include timeline-based editing for synchronizing audio, video, and text elements.","intents":["I want to create a complete social media campaign with generated images, animated videos, and captions from a single brief","I need to generate a product demo video with AI-generated voiceover and background music","I want to create a storyboard by generating images, animating them, and adding narrative text"],"best_for":["Content creators producing multi-format campaigns (Instagram, TikTok, YouTube)","Marketing teams creating integrated content from unified creative briefs","Agencies managing end-to-end content production workflows"],"limitations":["Project structure, asset linking, and dependency management not documented","No clarity on whether cross-modal workflows are sequential or parallel","Unclear if timeline-based editing or synchronization features exist","No published limits on project complexity, number of assets, or nesting depth","Unclear if projects are auto-saved, versioned, or support collaborative editing"],"requires":["Freemium account with sufficient quota for multi-modal generation","Understanding of project structure and workflow (documentation unclear)","Potentially separate quotas for image, video, and text generation"],"input_types":["text (unified creative brief or individual prompts per modality)","image (for animation or as reference)","audio (if voiceover/music integration supported)"],"output_types":["project file (format and portability unknown)","exported assets in multiple formats (images, videos, text)","final composite output (if timeline rendering supported)"],"categories":["automation-workflow","image-visual"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_irmoai__cap_5","uri":"capability://automation.workflow.freemium.credit.based.usage.model.with.tiered.quotas","name":"freemium credit-based usage model with tiered quotas","description":"Implements a freemium monetization model where users receive a monthly or daily allowance of generation credits that are consumed based on asset type, resolution, and processing complexity. The system tracks credit usage per user, enforces quota limits, and offers paid tiers or credit top-ups to increase capacity. Free tier likely includes watermarks, lower resolution outputs, or longer processing queues; premium tiers unlock higher quality and priority processing.","intents":["I want to try AI content generation without upfront payment to evaluate if it meets my needs","I need to scale my usage from occasional experimentation to production volume without switching platforms","I want to understand the true cost of generating content at my desired volume before committing to a subscription"],"best_for":["Individual creators and small teams with variable content needs","Businesses evaluating AI content tools before enterprise adoption","Budget-conscious creators who can tolerate free-tier limitations"],"limitations":["Credit allocation, pricing per asset type, and tier structure not published","No clarity on whether free tier includes watermarks, resolution caps, or processing delays","Unclear if unused credits roll over or expire monthly","No published pricing for premium tiers or credit top-ups","No transparency on how credit costs scale with image resolution, video length, or batch size"],"requires":["Email account for freemium signup","Payment method (credit card) for premium tier or credit purchases","Understanding of credit consumption rates (not documented)"],"input_types":["user account and usage data","payment information (for premium tier)"],"output_types":["credit balance and usage reports","billing statements (for paid tiers)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":37,"verified":false,"data_access_risk":"high","permissions":["Active internet connection for cloud-based inference","Freemium account (email signup minimum)","Text prompt in English (language support unclear)","Freemium account with video generation quota (quota size unknown)","Source material: either text prompt, static image, or image sequence","Sufficient processing credits or time allowance (free tier limits unclear)","Freemium account with image editing quota","Source image in common format (JPEG, PNG assumed but not confirmed)","Web browser with modern JavaScript support for canvas-based editor","Freemium or paid account with batch processing quota"],"failure_modes":["Output quality and consistency appear unverified against Midjourney or DALL-E 3 benchmarks","No documented control over specific artistic styles, composition rules, or aspect ratios","Free tier likely includes watermarks or resolution restrictions (not explicitly stated)","Latency and generation speed not published; unclear if real-time or batch-only processing","Video length, resolution, and frame rate limits not documented","No clarity on whether output is suitable for professional use or demo-quality only","Temporal consistency and motion quality unverified against Runway ML or Pika Labs","Unclear if platform supports custom motion control, camera movements, or advanced editing","Processing time for video generation likely significantly longer than image generation (not published)","No documentation on supported image formats, maximum file size, or resolution limits","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.2833333333333333,"quality":0.63,"ecosystem":0.15000000000000002,"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":"2026-05-24T12:16:31.445Z","last_scraped_at":"2026-04-05T13:23:42.562Z","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=irmoai","compare_url":"https://unfragile.ai/compare?artifact=irmoai"}},"signature":"YfzH9Ys3qEfpKqm7sFX01yCVJrwDthopXa98RToVidsdcTWw6aYNmfyT9ieCz+EZrE6eq6+aiTqhcPQ1Pz6/Dw==","signedAt":"2026-06-21T06:33:20.099Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/irmoai","artifact":"https://unfragile.ai/irmoai","verify":"https://unfragile.ai/api/v1/verify?slug=irmoai","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"}}