The factory is one engine that takes a typed domain schema and deterministically generates whole applications — data layers, APIs, portals, forms, role-based access, navigation. Deterministic where it must be exact; agentic where judgment helps. Every output is measured in millions of lines and delivered in tenths of a second.
Determinism is a dial we push toward 100%. Every business rule we validate is compute you never pay for again.
Byte-reproducible, zero-diff output straight from validated specs. It grows every time we capture a real business rule or structural constraint — driving keys, foreign keys, uniqueness. Zero AI compute.
The small, spec-underspecified deltas, resolved by a private stack-tuned coding agent on our own inference — reviewable diffs in a harness, not drift. Cheap local compute, not vendor tokens by the million.
Application layer
Generated components, dashboard widgets, schema designer, knowledge explorer.
Enterprise repository, brand guidelines, decision lineage, SOP library.
Virtual employees, RACI matrix, maturity model, KPI designer.
Schema compiler, DDD domains, claims & row-level security, route generator.
Orchestration layer
Meeting recordings, phone transcripts, document parser, chat, EDI / CSV.
Embeddings, vector store, semantic search, crosswalk index.
Inference core · L0–L6
Pack selector, deterministic rules, learned routing, industry accelerators.
Action surface for live data and operations — CRM, ERP, data warehouse.
Shared objects, case state, intermediate math, session context.
The foundation model — general reasoning and language priors. Bring your own.
Prompt templates, chat formatting, decoding params, token streaming.
Template-driven generation from schema JSON to full workspaces — admin portals, data layers, migrations, schema-derived permissions, generated forms. A shared core the vertical brands fork from.
An actor-based, multi-model inference mesh with smart routing, capability registries, and an OpenAI-compatible surface. It powers the agents, the study sessions, and the maintenance harness. See the API → · Design it on ActorFlow →
Where specs are authored and validated. Every rule captured here widens the deterministic core — and cuts the compute anyone ever pays to regenerate the app.
A clean two-tier surface across delivery and requirements — one backlog shared by agents and humans, flowing tasks from idea to reviewed pull request.