The Engine

Where the Organism Learns to Specialize. Research, Incubation, and the InTrade-AI Phase 2B Integration Proof.

Engine Schematic

Active Research

InTrade-AI Phase 2B — Cloud to Sovereign

For the first time, we're proving that an external system can integrate into organism DNA. Moving from cloud-native infrastructure to unified, sovereign intelligence.

Phase 2A (Current)

  • • Cloud architecture (Supabase + Railway)
  • • Proven market fit (Real users)
  • • 6 specialized agents

Phase 2B (Q4 2026)

  • • Migrate to organism DNA
  • • Local inference (No external APIs)
  • • Unified knowledge substrate

The Migration Arc

01
Perception

InTrade-AI perceives market signals. Feeds structured analysis into the organism. (Receptor role.)

02
Knowledge

The organism integrates analysis with other domain signals. Cross-domain pattern recognition. (Unified substrate.)

03
Action

The organism acts through InTrade-AI's specialized interface informed by unified knowledge. (Effector role.)

Our Methodology

Proof → Integration → Feedback → Learning

Proof

InTrade-AI has proven product-market fit. Real users. Real revenue.

Integration

Migration from external cloud to organism DNA while maintaining capabilities.

Feedback

Observing what works, breaks, improves, or degrades in the integrated state.

Learning

Feeding learnings back to the Mother Brain to shape the next enabler.

Open Collaboration

For Researchers & Partners

This is not a closed migration. It's a public research project. We document the process, publish learnings, and invite collaborators who are building specialized AI systems.

Research Partnership

Study the integration. Publish. Shape best practices.

Domain Incubation

Have a domain constraint? We incubate the capability together.

Open Source

Build on the public architecture. Feed back improvements.

Partner on the Next Generation