What's inside
The layers that make AI safe to run
Orchestration
Plans work into reviewable steps; coordinates planner, workers and validator.
Governance
Audit, approvals, privacy and cost controls wrap every layer.
Memory & wiki
Designed recall and a versioned, source-linked knowledge base (BEE).
Model gateway
Routes each request by privacy, cost, latency and policy — no lock-in.
Evidence
Every run is an inspectable record: tools, validation, approval.
Isolation
Agents run in scoped, isolated containers — nothing reaches what it shouldn't.
Observability
See the whole fleet on one pane of glass
Active agents, tokens, cost, latency and loops — live. Runaway agents get caught early; cost is visible by model, workflow and team, not discovered on a monthly invoice.
No lock-in
A model gateway, not a model bet
Every request is routed by privacy, cost, latency and policy — across whatever models fit. When the market moves, your workflows don't.
Ace control plane
reads in place · acts only when approved · runs in your tenancy
routed per task by privacy, cost, latency & policy — swap models with no rebuild
Frontier
complex reasoning
Cloud
approved services
Private
sensitive work
Local
cost & control
Trust & data protection
Built for institutions that can't afford to get it wrong
Data ownership
You own your data. We never train on it. No lock-in on format.
Your tenancy & residency
Runs in your cloud or on-prem; data stays inside your boundary.
Access control
Role-based, least-privilege by default; separate dev / staging / prod.
PII handling
Configurable redaction before any model call; logs exclude sensitive data.
Model flexibility
Any provider — or on-prem models. No dependency on a single vendor.
Named approval
High-impact actions wait for a named human to sign off.
What we go deep on next
Built for the architecture conversation
Bring your engineering, security and privacy teams — we open the hood as far as they want.
- Scaling to hundreds of agents in parallel
- Fleet telemetry across cost, latency, loops and outcomes
- Cloud or on-prem hosting with data residency
- Privacy: classification, redaction at intake, least-privilege