Phased Development Roadmap
Phase 1 — Foundation (Months 1–6)
Deploy OpenClaw + Coolify on Mac Mini M4 Pro at Registered Agentics. Implement Socratic Dialogue Engine. Build Hardware Engineering module. Integrate Patent Strategist with USPTO/Google Patents. Deliver first HIIE-generated project to Arthur Labs client. Begin populating ChromaDB. Deploy self-hosted UI toolchain (FreeCAD, KiCad, Stirling PDF, Nextcloud). Build ANE training data partition into ChromaDB — project outcomes begin accumulating as labeled training pairs.
Phase 2 — Full Agent Team (Months 6–12)
Launch all domain modules. Ethics Officer with full scoring and audit logging. PySpice electrical simulation. Full project agent teams. Anti-slop validation framework fully operational. Launch API product. Target: 10 paying external clients. Registered Agentics multi-machine hosting live. First LoRA adapter deployment — Feasibility Manager and Patent Strategist adapters trained on Phase 1 outcomes. Fscore delta tracking begins.
Phase 3 — Simulation + Fine-Tuning (Months 12–24)
FreeCAD mechanical simulation. Full factory line and batch manufacturing design. Environmental impact scoring in all modules. Full specialist adapter suite across all domain agent roles deployed. Adapter versioning live on HDD. Arthur matures as persistent cross-session companion. Scale to 100+ API clients. Builder/Enterprise clients begin receiving year-one machines with trained adapter packages.
Phase 4 — Platform + Custom Hardware (Months 24–48)
Purpose-built inference cluster designed by HIIE itself. LPU/custom chip generation. Multi-layer ANE fine-tuning as research substrate matures. Full autonomous design-to-patent pipeline. Platform licensing. HIIE designs its own next-generation compute hardware — potentially including custom NPU architectures optimized for the fine-tuning loop it has been running.