Building the simulation layer for consequential decision-making.

Agnition is a computational social science project that leverages agent-driven simulations to show how customers, employees, and populations may respond to product, policy, and investment decisions before organizations commit to them.

Roadmap

Phase 1 — Ideation [✓ Complete]

Agnition began as a napkin note and has since developed into a thesis.

Phase 2 — Research [→ In Progress]

Study current agent-driven simulation methods, their limitations, and opportunities for improving how models capture human behavior and social context.

Phase 3 — Development [○ Planned]

Build Agnition’s top-down simulation workflow using theory, sector monitoring, and social-pattern classification, then develop it into an MCP that integrates with clients’ existing workflows.

Phase 4 — Application [○ Planned]

Partner with SMEs to deliver real-time audience research reports and test MCP use cases in real decision-making contexts.

Phase 5 — Iteration [○ Planned]

Compare simulation outputs against real-world outcomes, improve model reliability, and build trust through clearer, more interpretable results.

Inquiries: info@agnition.ai