Deterministic Simulation Core
Python keeps the rules, state transitions, scoring, lineage, events, and artifacts inspectable.
Browser-native product shell prototype
Where ideas evolve like life. A polished web surface for simulations, opportunity discovery, dossiers, and repeatable experiments.
Python keeps the rules, state transitions, scoring, lineage, events, and artifacts inspectable.
LLMs can propose structured futures, but the deterministic validator accepts, caps, or rejects.
Export summaries, compare runs, surface repeat patterns, and turn ideas into business hypotheses.
Simulation Preview
Round 1
Civic Repair Ledger gains early supporters
Round 2
Tool Cooperative mutates into a pricing pilot
Round 3
AI Compliance Kit creates a portfolio artifact
Round 4
Market pressure lifts low-capex experiments
Opportunity Candidates
| Idea | Score | 7-day test | Risk |
|---|---|---|---|
| Local Invoice Extraction Copilot | 8.7 | Interview 5 accounting firms | Crowded OCR market |
| SME AI Policy Starter Kit | 8.2 | Sell one template bundle | Regulatory nuance |
| Property Renovation Scout | 7.8 | Mock one investor report | Data access |