The execution harness between your business intent and your AI agents. Plain-English mandates become bounded, auditable agent work — one context fabric, deterministic guardrails, one-click rollback.
Every tool in your stack — repos, tickets, pipelines, databases — assumes a human reads and writes the changes. There's no native layer for an agent to interpret your business deterministically.
In an open loop, one small upstream error — a semantic mismatch, a slight hallucination — is passed downstream as absolute truth.
Each agent that touches an unverified output amplifies it. A minor variance in intent compounds into corrupted records, broken logic, and downtime.
OneXO makes that structurally impossible: every agent runs inside a bounded state machine, against one source of truth, with a rollback point before every action. Errors are caught at the gate — not in production.
Business mandates enter at the top. Governed execution happens at the core. Your systems of record sit underneath — untouched until a change is proven safe. Explore the full platform →
Plain-English mandates from the executive team — pricing, policy, product, compliance.
Finance · Risk · Operations · Legal · Engineering — one shared execution language.
Tickets, repos, pipelines, and terminals keep working. OneXO reads them agent-natively.
A runtime stack that sits above your legacy structures and turns raw information into predictable execution. See the full architecture →
Continuously ingests unstructured streams, logs, and relational systems into one governed context graph — the single source of truth agents baseline against, so hallucination has nothing to feed on.
Captures strategic goals in plain English and programmatically maps them to technical constraints, validation models, and automated tests. When policy changes, dependent systems auto-refactor.
The core harness engine. Decomposes objectives into bounded micro-tasks executed by specialized workers inside rigid, deterministic state machines — with a validation gate at every handoff.
The platform gatekeeper. 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.
Platforms billed by the token have no reason to cut your consumption. OneXO spends compute only where it buys outcome — ~90% of changes resolve as governed metadata updates. Coding missions fire only when new services or performance demand them. Your codebase, and your invoice, stop bloating.
"Extend the refund window to 60 days for premium tiers" — plain English, from anyone authorized.
Directive is grounded against the context graph: schemas, policies, lineage, edge cases.
Governed metadata change. No code generated, no tokens burned on rewrites, zero new technical debt.
Multi-agent session compiles source only for new microservices or hard performance needs — then validates, ships, and logs.
OneXO scores every connected repo and dataset across 100+ signals — docs, test coverage, schema hygiene, lineage, dependency drift, CI health — and tells you what to fix before agents can act on it.
Security, compliance, and cost control aren't add-ons. Every module ships enterprise-ready from day one.
Deploy entirely on your infrastructure with zero external network dependency. Only an LLM is required inside the perimeter.
Org → division → team → agent. Every worker inherits scoped create/read/update/delete rights from the same tree your people use.
Enterprise SSO with SAML 2.0, OIDC, and directory sync. Agent identities are governed like employee identities.
Per-team and per-mission token budgets with real-time tracking and hard ceilings — spend is a policy, not a surprise.
Skills, permissions, model routing, and policies managed from one pane. Change once, enforce everywhere.
First-class OpenTelemetry support and an immutable, millisecond-resolution audit trail across every agent action.
A compliance simulation sandbox. State an operational change in plain English and run it as a digital twin against years of historical fabric logs — see every downstream impact before anything touches production.
Headless observation engines record how your people operate legacy, undocumented systems — even green-screen terminals — deduce the data contracts, and generate a secure API wrapper within 24 hours.
Absolute human override. Every agent action runs inside a sandboxed transaction layer. One click freezes the entire cluster and rolls the system back to the exact millisecond before the AI acted.
Production-grade delivery where performance, compliance, data security, and operational reliability are non-negotiable.
Compliant AI agents with immutable audit trails, strict policy enforcement, and SOC 2-aligned controls built in.
ONEXO FIT — deterministic runtime guarantees audit transparency across every transactional logic step.
Sovereign infrastructure, fully air-gapped runtimes, zero-trust environments.
ONEXO FIT — complete network isolation removes external reliance and third-party communication vectors entirely.
HIPAA-ready workflows, absolute clinical data isolation, and comprehensive lineage tracking.
ONEXO FIT — the Requirements Loop locks data visibility parameters directly to structural access nodes.
Agents that scale with massive network infrastructure and streaming telemetry.
ONEXO FIT — the high-throughput data fabric coordinates telemetry streams as governed context, not noise.
Fully managed, zero ops overhead.
Secure cloud control plane, your private compute.
Deployed entirely inside your data center.
Complete isolation. Zero external dependencies.
OneXO is available through AWS, Azure, and GCP marketplaces against pre-committed cloud spend. Standard IP indemnification, no shared-liability contract structures, and a transparent Fabric + Compute utility model — your finance team can forecast it like any other line item.
No rip-and-replace. No two-year program. We connect read-only, run one governed mission with the circuit breaker armed, and measure against success criteria your team defines up front.
The fabric ingests one workflow's repos, datasets, and policies. Nothing is written. Your Readiness Index baseline is produced.
A real directive from your team executes inside the harness — sandboxed transactions, gates at every handoff, breaker armed.
You get the audit trail, cost telemetry, and outcome metrics side-by-side with your current process. The numbers make the call.
Every mission through the harness makes the fabric smarter — and the next change cheaper, safer, and faster.