Core Platform Features
Business Model Canvas Builder
Guided canvas creation with AI suggestions. Fill in your 9 blocks and get instant feedback on completeness and quality.
Investment Readiness Scoring
8-criteria assessment with letter grades, funding stage recommendations, PDF export, and improvement roadmap with progress tracking.
AI Relationship Intelligence
Claude AI analyzes your canvas and suggests meaningful connections between blocks. Apply individually or batch apply all with one click.
Analytics Dashboard
Score trends over time, canvas health cards, criteria breakdown, industry benchmarks, and a full activity timeline of every action on your canvas.
Goal Setting & Milestones
Set up to 3 goals per canvas — score targets, completion targets, or funding stage targets. Progress tracked automatically with deadline pacing.
Canvas Comparison
Compare any 2 canvases side-by-side: radar chart overlay, BMC block content diff, criteria score bars, and strengths vs gaps analysis.
Market Intelligence
Live Census Bureau data for TAM/SAM/SOM market sizing, NAICS auto-matching via Claude AI, and industry classification.
For B2B Founders
Pre-seed and seed-stage founders preparing to pitch investors through a structured readiness workflow.
Defensibility in Practice
CanvasClaude AI Integration Pipeline
Structured conversion of business-model evidence into prioritized readiness actions
Dynamic Investment Readiness Scoring
Eight-factor assessment that exposes assumptions, evidence gaps, and next actions
Multi-tenant Business Intelligence Architecture
Multi-tenant foundation designed for founder accounts and accelerator cohorts
Automated Business Plan Generation System
Evidence-linked planning output with professional formatting and export capabilities
Competitive Advantages
🏆 Early Customer Signal
3 of 3 founders asked about a pilot expressed interest; no paid demand yet.
🏆 Focused Launch Strategy
Pre-seed founders reached directly and through accelerator cohort pilots.
🏆 Charlotte Ecosystem
CDL graduate with Charlotte founder and accelerator discovery relationships.
🏆 Founder Confidence
Focused value proposition: turn a business canvas into a reviewable readiness assessment and test plan.
Development Roadmap
Build-Time Generated Data
Phase 1: Foundation Complete
COMPLETED100% Backend API (7/7 use cases, 147+ tests passing, 100% type safety)
Phase 1.01: Simplified User Onboarding
COMPLETEDHuman-friendly registration flow with email/password only. Auto-assigns Canvas Creator role with immediate platform access.
Frontend Migration to SvelteKit
COMPLETEDCanvas UI migrated to SvelteKit (port 4102). FastAPI backend (port 7102).
Phase 2A: Canvas Item Relationships
COMPLETED10 API endpoints, 12 integration tests, BMC flow graph visualization, AI suggestions with gap/conflict detection — completed 2026-04
Relationship API (Backend)
COMPLETED10 REST endpoints: CRUD, batch create, AI suggestions, gap detection, conflict detection, analytics — completed 2025-10-30
Integration Tests (Backend)
COMPLETED12 integration tests covering 7 use cases including multi-tenant isolation — completed 2025-11
Frontend UI & Graph Visualization
COMPLETEDBMC flow graph, relationship list, create/edit/delete modals, AI suggestion panel with apply/dismiss — completed 2026-04
Phase 2B: AI-Powered Relationship Intelligence
COMPLETEDAI services complete with Claude API integration. Full frontend dashboard operational.
AI Relationship Suggestions (Backend)
COMPLETEDClaude-powered analysis of canvas content to suggest logical relationships - completed 2025-11-07
Gap Detection (Backend)
COMPLETEDIdentify missing relationships and weak points in business model - completed 2025-11-07
Investment Readiness Scoring (Backend)
COMPLETEDAI-powered scoring (0-100) based on business model completeness and relationship strength - completed 2025-11-07
Frontend AI Integration & Testing
COMPLETEDSvelteKit UI for AI suggestions, gap visualization, and readiness scoring dashboard - completed Jan 2026
Phase 2C: Investment Readiness
COMPLETEDAI-powered investment scoring (8 criteria), funding stage recommendations, valuation estimates, and improvement roadmaps - completed Jan 2026
Investment Readiness Scorer (Backend)
COMPLETED2,307 lines - 8-criteria assessment with weighted scoring algorithm
Investment Metrics Engine (Backend)
COMPLETED2,514 lines - Financial projections and valuation estimates
Investment Dashboard (Frontend)
COMPLETED1,683 lines - Full dashboard with tabs for Overview, Criteria, Funding Stages, Market, Roadmap, and History
6 REST API Endpoints
COMPLETED/readiness, /metrics, /projections, /gaps, /recommendations, /summary
Phase 3: Collaboration Features
PLANNEDTeam workspaces, canvas sharing, and real-time collaborative editing (post-Series A development)
Phase 4: Enterprise Security
COMPLETEDEnterprise authentication complete (94.2/100 security score, NIST 85% compliant, SOC 2 ready)
Phase 5: Analytics & Intelligence
COMPLETEDAdvanced analytics, market intelligence, activity tracking, goal setting, and canvas comparison — all live
Phase 5.1: MVP Analytics
COMPLETEDScore trend charts, canvas health cards, 8-criteria breakdown visualization, admin analytics overview dashboard
Phase 5.1: Market Intelligence
COMPLETEDLive Census Bureau API for TAM/SAM/SOM market sizing, NAICS auto-matching via Claude AI (3-tier: Claude → keyword → Lake)
Phase 5.2: Enhanced Analytics
COMPLETEDIndustry benchmarking with percentile ranking, improvement velocity tracking (pts/week), PDF report export (summary + full), funding stage progress tracker
Phase 5.3: Activity Timeline
COMPLETEDPer-canvas chronological feed of all actions (edits, scoring, relationships, intelligence). Filter by category, date grouping, cursor pagination — completed 2026-03-25
Phase 5.3: Goal Setting & Milestones
COMPLETEDUp to 3 goals per canvas (score/completion/funding targets). Automatic progress tracking, deadline pacing, collapsible banner on editor — completed 2026-03-25
Phase 5.3: Canvas Comparison
COMPLETEDSide-by-side comparison of 2 canvases: dual radar overlay, BMC block diff, criteria score bars, strengths vs gaps analysis — completed 2026-03-25
Phase 5.4: Next Wave
PLANNEDCohort analysis for accelerators, real-time score updates, custom dashboard widgets, notification alerts
Phase 6: Multi-tenant & White-label
IN PROGRESSMulti-tenant architecture operational, white-label customization planned for Series A
Phase 7: Market Expansion
PLANNEDInternational markets, advanced integrations, and strategic partnerships
Future Enhancements
Potential extensions considered only after the founder and accelerator workflow is validated
K-12 CTE Education Platform
Bring real-world business planning into classrooms. State standards alignment and student project management.
Real-time Collaboration
Team workspaces with live editing, comments, and version history for co-founders.
Predictive Intelligence
AI forecasting for market trends, revenue projections, and competitive dynamics based on your canvas data.
Enterprise White-Label
Custom-branded platform for accelerators, incubators, and enterprise innovation teams.
Ready to Transform Your Business Planning?
Experience the CanvasClaude workflow and see how structured evidence turns a business model into readiness findings and prioritized next actions.