The OneXO platform sits between your business intent and your AI agents. Intent enters as plain English; it's grounded against one governed data fabric, executed by bounded workers behind deterministic gates, watched in production, and fed back — so the system that ran is always the system you meant.
A plain-English mandate enters — from anyone authorized, in any department.
It resolves against the data fabric: schemas, policies, lineage, edge cases.
Bounded workers act inside deterministic gates, in sandboxed transactions.
The change ships to production, where it is watched — never abandoned.
What production shows feeds back into the fabric and the spec.
The Unified Data Fabric continuously ingests your unstructured streams, logs, and relational systems into one governed context graph. Every agent grounds against it before acting — so hallucination has nothing to feed on, and the same query returns the same answer, every time.
Each engine does one job well, and hands off through a validation gate — so no stage can pass an unverified output to the next.
Captures strategic goals in plain English and maps them to technical constraints, validation models, and tests. When policy changes, dependent systems auto-refactor.
Decomposes objectives into bounded micro-tasks run by specialized workers inside rigid state machines — with a validation gate at every handoff.
Scores cost, risk, and latency on every directive and routes it down the cheapest safe pathway — a governed metadata update or a bounded coding mission.
The context graph every engine grounds against — ingesting your systems continuously, permission-aware, and resident on your own infrastructure.
The execution engine scores every micro-task on accuracy, latency, and cost, then routes it to the model that fits — a frontier API, an open-weights model on your own hardware, or a fine-tune behind your firewall. You're never locked to one lab's roadmap or price.
No rip-and-replace. Tickets, repos, pipelines, warehouses, and even undocumented green-screen systems connect through the fabric — read-only until a change is proven safe.
Connect read-only, run one governed mission with the circuit breaker armed, and measure it against criteria your team sets.