Everything between an idea and a live product.
Grounded research, a conversational build surface, sovereign deploy, and a versioned product you own outright.
Grounded, not generative
Zero-hallucination contract
Every asserted finding resolves to a retrieved source. An unsupported claim is a gap, never a fact.
arXiv-level research
STORM-style decomposition, retrieval over your knowledge graph and the web, admissibility-checked citations.
Honest by construction
Projections tagged, unknowns shown as em dashes — the number is never fabricated to please.
The working surface
Full-screen chat + artifact
One conversational surface; a live AG-UI artifact canvas renders the tournament, dossier, plan-diff, and scorecard.
The invisible Refine Loop
Propose → refine → approve on every action. You see a plan and its changes, never the toolchain.
Progress Command Center
Every AI action is a visible run you can watch stream to completion.
Sovereign deploy
White-label cell
Own namespace, database, OAuth client, TLS certificate, and CI pipeline. First paint reveals no Adverant.
Horizontal scale
HPA for web, KEDA for workers — the product scales with demand out of the box.
Sealed black box
The orchestration brain stays a trade-secret black box behind a federation edge.
Own it, evolve it
Your repository
The venture is generated into your own forge repo — full clone and PR access, no lock-in.
Versioned pivot
Re-enter any stage, branch the artifact-graph, roll back with a git-revert. Recovery is a forward path.
Live iteration
Iterate any surface on a live product; changes are gated, versioned, and reversible.