The Fleet Console
Own every model like an ops workflow.
The Fleet Console is where an enterprise manages the models it owns, version, evaluate, promote, roll back, and monitor the whole fleet from a single pane of glass. It is the daily surface that makes “own your intelligence” tangible.
Model fleet overview
Every model, its workflow, version, deployment target (cloud, on-prem, or edge), and health. The whole fleet at a glance, with promotion and rollback one action away.
Reliability dashboard
Structured-output validity rates, tool-call accuracy, and latency per model, tracked against SLA. These are the execution-reliability metrics the company is built on, live.
Router analytics
What share of traffic your small models handled versus escalated to frontier APIs, and the money saved. The CFO screen.
Fine-tuning pipeline
Trace collection status, the next training run, and before/after evaluation results. Promote a new version, or roll it back, with evidence in hand.
Passport registry
Signed lineage and evaluation evidence for every model version, exportable for auditors, regulators, and certifiers.
Design principle
Trust in autonomy.
Every Ontolith surface is built on three guarantees, the signature of the product in form.
A live view
You can always see what the AI is doing, in real time, across the fleet.
Proof of outcomes
Evidence, not vibes: reliability rates, evaluation results, and signed lineage for every claim.
Human override
Escalation paths and rollback are first-class controls, never buried settings.
Evaluation sandbox
See your fleet before you build it.
Evaluation sandboxes include a working console view over your pilot workflow, reliability, routing, and lineage from day one.