{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_insou","slug":"insou","name":"Insou","type":"product","url":"https://www.insou.ai","page_url":"https://unfragile.ai/insou","categories":["text-writing"],"tags":[],"pricing":{"model":"freemium","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_insou__cap_0","uri":"capability://image.visual.ai.driven.slide.layout.generation.from.content","name":"ai-driven slide layout generation from content","description":"Automatically generates visually cohesive slide layouts by analyzing input content (text, bullet points, or structured data) and applying design rules for typography, spacing, color coordination, and visual hierarchy. The system likely uses a layout engine that maps content semantics to predefined design templates, then applies constraint-based positioning to ensure visual balance without requiring manual design intervention.","intents":["I need to convert raw content into a professionally-designed slide deck without manually adjusting fonts, spacing, or colors","I want to eliminate blank-canvas paralysis and get a working slide structure in seconds rather than hours","I need consistent visual hierarchy across multiple slides without design expertise"],"best_for":["Non-designer professionals building business presentations","Small business owners and entrepreneurs prototyping pitch decks","Teams needing rapid deck iteration without design review cycles"],"limitations":["Layout generation is constrained to predefined template patterns—highly custom or unconventional designs may not be achievable","No information on how the system handles complex content types (tables, multi-column layouts, embedded media)","Visual output quality depends on input content structure; poorly formatted source material may produce suboptimal layouts"],"requires":["Structured or semi-structured text input (bullet points, headings, body copy)","Web browser with modern CSS/canvas support for rendering","Active internet connection for cloud-based layout computation"],"input_types":["plain text","markdown","bullet-point lists","structured JSON (likely)"],"output_types":["HTML/CSS slides","PDF export (likely)","interactive web-based presentation"],"categories":["image-visual","design-automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_insou__cap_1","uri":"capability://image.visual.automatic.color.and.typography.coordination","name":"automatic color and typography coordination","description":"Intelligently selects and applies color palettes and font pairings across slides based on content tone and visual balance principles. The system likely analyzes content semantics (e.g., formal vs. casual tone) and applies color theory rules to ensure contrast, readability, and visual cohesion across the entire deck without manual color-picker interaction.","intents":["I want my slides to have a cohesive color scheme and font pairing without manually selecting from dozens of options","I need to ensure text contrast and readability across all slides automatically","I want typography that matches the tone of my content (professional, creative, minimal, etc.)"],"best_for":["Non-designers who lack intuition for color harmony and font pairing","Teams building decks with multiple contributors who need visual consistency enforcement","Rapid prototyping workflows where design decisions should be automated"],"limitations":["Color/typography choices are algorithmic and may not align with brand guidelines or personal aesthetic preferences","No clear information on whether users can override or customize the generated palette","Limited flexibility for accessibility-first color selection (e.g., WCAG AAA contrast requirements)"],"requires":["Content input with detectable tone/semantic markers","Browser support for CSS custom properties and modern font rendering","Access to a font library (likely Google Fonts or similar)"],"input_types":["text content with implicit tone markers"],"output_types":["CSS color variables","applied typography rules","visual slide preview"],"categories":["image-visual","design-automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_insou__cap_2","uri":"capability://text.generation.language.content.to.slide.structure.mapping","name":"content-to-slide structure mapping","description":"Analyzes input content (text, outlines, or structured data) and automatically determines optimal slide segmentation, hierarchy, and content distribution across slides. The system likely uses NLP to identify topic boundaries, key points, and supporting details, then maps these to appropriate slide types (title, content, conclusion, etc.) without manual slide creation.","intents":["I have a document or outline and want it automatically split into logical slides with proper hierarchy","I need to determine how much content should go on each slide without manually editing","I want the system to identify key points and supporting details to structure my narrative flow"],"best_for":["Professionals converting documents, reports, or research into presentations","Teams building decks from existing content (blog posts, whitepapers, meeting notes)","Users who want narrative structure determined algorithmically rather than manually"],"limitations":["Content-to-slide mapping is heuristic-based and may not align with intended narrative emphasis","No information on handling of domain-specific content (technical specs, financial data, complex diagrams)","Unclear whether the system respects user-provided structure hints or overrides them"],"requires":["Structured or semi-structured text input (markdown, plain text, or document format)","NLP processing capability (cloud-based, likely)","Active internet connection"],"input_types":["plain text","markdown","document uploads (PDF, DOCX, likely)"],"output_types":["slide sequence with assigned content","slide type recommendations (title, content, conclusion, etc.)","hierarchical content structure"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_insou__cap_3","uri":"capability://automation.workflow.freemium.presentation.generation.with.limited.exports","name":"freemium presentation generation with limited exports","description":"Provides free-tier access to core slide generation and layout features with restrictions on export formats, template access, or bulk processing. The freemium model likely gates premium features (advanced templates, PDF export, collaboration, bulk slide generation) behind a paywall while allowing meaningful experimentation with basic deck creation.","intents":["I want to try the tool without committing to a paid plan","I need to generate a simple presentation for free and export it in a basic format","I want to evaluate whether the tool's design output matches my needs before paying"],"best_for":["Individual professionals and freelancers evaluating the tool","Students and non-commercial users","Teams prototyping workflows before committing to paid licenses"],"limitations":["Free tier likely restricts export formats (e.g., web-only, no PDF or PowerPoint download)","Limited template library or design options on free tier","No information on storage limits, presentation count limits, or collaboration restrictions","Unclear whether free tier includes cloud storage or requires local export"],"requires":["Email account for registration","Web browser","No credit card required for free tier (assumed)"],"input_types":["text content"],"output_types":["web-based presentation (free tier)","PDF/PowerPoint export (likely paid)"],"categories":["automation-workflow","business-model"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_insou__cap_4","uri":"capability://image.visual.visual.hierarchy.enforcement.across.slides","name":"visual hierarchy enforcement across slides","description":"Automatically applies consistent visual hierarchy rules (font sizes, weights, spacing, emphasis) across all slides to ensure readability and visual flow. The system likely uses a design system or style guide that enforces hierarchy constraints, preventing common mistakes like inconsistent heading sizes or poor contrast between primary and secondary content.","intents":["I want all my slides to follow consistent visual hierarchy without manually adjusting each one","I need to ensure that important information is visually emphasized and secondary content is de-emphasized","I want to prevent common design mistakes like too many font sizes or inconsistent spacing"],"best_for":["Teams building multi-slide decks with multiple contributors","Professionals who lack design training and need guardrails against poor hierarchy","Organizations requiring consistent visual standards across presentations"],"limitations":["Hierarchy rules are algorithmic and may not match user intent for emphasis","No information on whether users can override or customize hierarchy rules","Unclear how the system handles edge cases (very long titles, complex content types)"],"requires":["Multi-slide presentation input","Design system or style guide rules (embedded in the tool)"],"input_types":["slide content with varying importance levels"],"output_types":["styled slides with enforced hierarchy","visual preview"],"categories":["image-visual","design-automation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_insou__cap_5","uri":"capability://automation.workflow.batch.slide.generation.from.structured.data","name":"batch slide generation from structured data","description":"Processes multiple content items (e.g., data rows, list items, or structured records) and automatically generates a slide for each item using consistent templates and styling. The system likely accepts CSV, JSON, or similar structured input and applies a template engine to produce multiple slides in bulk without manual repetition.","intents":["I have a list of items (products, team members, data points) and want to generate a slide for each one automatically","I need to create 50+ slides with consistent formatting from a data source without manual work","I want to generate slides from a database or spreadsheet without copy-pasting"],"best_for":["Sales teams generating product catalogs or case study decks","HR teams creating employee directories or org charts","Data analysts presenting multi-item datasets (quarterly results, market analysis, etc.)","Teams with repetitive slide generation workflows"],"limitations":["Batch generation likely gated behind paid tier (based on freemium model)","Template flexibility for batch slides may be limited compared to manual design","No information on handling of variable-length content or edge cases in structured data","Unclear whether batch generation supports custom data mappings or is limited to predefined templates"],"requires":["Structured data input (CSV, JSON, or similar)","Paid tier access (likely)","Data source with consistent schema"],"input_types":["CSV","JSON","spreadsheet data"],"output_types":["multiple slides with consistent formatting","presentation with N slides (one per data item)"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_insou__cap_6","uri":"capability://automation.workflow.interactive.web.based.presentation.editing","name":"interactive web-based presentation editing","description":"Provides a cloud-based editor for creating and refining presentations with real-time preview, drag-and-drop content editing, and live collaboration features. The system likely uses a web-based canvas or DOM-based rendering to enable instant visual feedback and collaborative editing without requiring desktop software installation.","intents":["I want to edit my presentation in a web browser without installing software","I need to see changes in real-time as I edit content and design","I want to collaborate with teammates on the same presentation simultaneously"],"best_for":["Remote teams and distributed workforces","Users who prefer cloud-based tools over desktop software","Professionals who need to edit presentations on multiple devices"],"limitations":["Web-based editing may have latency or performance issues with large presentations","Unclear whether collaboration is real-time or asynchronous","No information on offline editing or local caching","Browser compatibility may vary; unclear which browsers are officially supported"],"requires":["Modern web browser (Chrome, Firefox, Safari, Edge)","Active internet connection","JavaScript enabled"],"input_types":["text","images (likely)","existing presentations (import)"],"output_types":["web-based presentation","exported formats (PDF, PowerPoint, likely)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_insou__cap_7","uri":"capability://text.generation.language.semantic.content.analysis.for.tone.and.intent.detection","name":"semantic content analysis for tone and intent detection","description":"Analyzes input content to infer tone, intent, and audience context (e.g., formal vs. casual, persuasive vs. informative) and uses these signals to inform design decisions like color palette, typography, and layout style. The system likely uses NLP or ML models to classify content semantics and map these to design parameters without explicit user input.","intents":["I want the design to automatically match the tone of my content (formal, creative, minimal, energetic, etc.)","I need the tool to infer whether my presentation is a pitch, report, or educational content and design accordingly","I want design decisions to be informed by content semantics rather than requiring manual tone selection"],"best_for":["Users who want design to emerge from content rather than being imposed externally","Teams building diverse presentations with varying tones and audiences","Professionals who lack design intuition for matching tone to visual style"],"limitations":["Tone detection is heuristic-based and may misclassify content intent","No information on accuracy of semantic analysis or how edge cases are handled","Unclear whether users can override tone detection or provide explicit tone hints","Limited to English language (likely); multilingual support unknown"],"requires":["Text content with sufficient length for semantic analysis","NLP/ML processing capability (cloud-based)"],"input_types":["text content"],"output_types":["tone classification","design parameter recommendations","styled slides matching inferred tone"],"categories":["text-generation-language","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":39,"verified":false,"data_access_risk":"high","permissions":["Structured or semi-structured text input (bullet points, headings, body copy)","Web browser with modern CSS/canvas support for rendering","Active internet connection for cloud-based layout computation","Content input with detectable tone/semantic markers","Browser support for CSS custom properties and modern font rendering","Access to a font library (likely Google Fonts or similar)","Structured or semi-structured text input (markdown, plain text, or document format)","NLP processing capability (cloud-based, likely)","Active internet connection","Email account for registration"],"failure_modes":["Layout generation is constrained to predefined template patterns—highly custom or unconventional designs may not be achievable","No information on how the system handles complex content types (tables, multi-column layouts, embedded media)","Visual output quality depends on input content structure; poorly formatted source material may produce suboptimal layouts","Color/typography choices are algorithmic and may not align with brand guidelines or personal aesthetic preferences","No clear information on whether users can override or customize the generated palette","Limited flexibility for accessibility-first color selection (e.g., WCAG AAA contrast requirements)","Content-to-slide mapping is heuristic-based and may not align with intended narrative emphasis","No information on handling of domain-specific content (technical specs, financial data, complex diagrams)","Unclear whether the system respects user-provided structure hints or overrides them","Free tier likely restricts export formats (e.g., web-only, no PDF or PowerPoint download)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"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":"2026-04-05T13:23:42.560Z","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=insou","compare_url":"https://unfragile.ai/compare?artifact=insou"}},"signature":"Or5q/q69uj+335oW3Gf4FXUskYhkqiGSkRE6Hxbl4LMHo0iPU7aPtFRThckzat/89JqSx9vIKHNvmPAN9wl+Aw==","signedAt":"2026-06-21T07:17:47.489Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/insou","artifact":"https://unfragile.ai/insou","verify":"https://unfragile.ai/api/v1/verify?slug=insou","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"}}