Each agent is a specialized LLM node in a LangGraph state machine, with human approval checkpoints at critical decision points.
Submit any startup idea and an LLM agent scores it on market size, feasibility, competition, and moat — with a structured Notion record created instantly.
DuckDuckGo OSINT + BeautifulSoup scraping runs autonomously. Competitor intelligence, TAM estimates, and trend signals land in your Notion workspace.
Three-phase product roadmaps with milestones, deliverables, and timeline estimates — written directly to a structured Notion database by the AI.
Breaks down the roadmap into sprint-ready Kanban tasks with priorities, owners, and due dates. Your Notion task board is populated automatically.
Every analysis is indexed in a local FAISS store. Agents recall past research, avoid redundant work, and surface relevant context across runs.
LangGraph checkpoints pause the pipeline at critical junctions — idea scoring and market research — so you stay in control of every strategic decision.
Submit Idea
Natural language input → Notion record created
AI Scoring
LLaMA 3.3 70B scores on 5 dimensions
✓ Checkpoint
Human approves before next phase
Market Research
DuckDuckGo OSINT + web scraping
✓ Checkpoint
Review research before roadmapping
Roadmap + Tasks
Notion databases auto-populated
No paid APIs. No proprietary lock-in. Built with the best open ecosystem tools available.