BUILT FOR AI & DATA SCIENCE LEAD
Ship models with confidence, and know when they need attention
Your team builds, tests and runs the models. You need to know they're still performing after launch, catch problems before users do, and keep governance from turning into a queue of forms. AI & Partners puts monitoring, drift detection, testing and hallucination checks in one place, built around how your team already works.
Book a DemoDoes this sound familiar?
Performance data is spread across notebooks, vendor consoles and custom dashboards
Drift gets noticed when outcomes go wrong, not when the data starts to move
LLM outputs are spot-checked by hand, and there's never enough time to do it properly
Governance reviews feel like paperwork that slows releases down
From scattered to connected
- Today: Drift found after users complainWith AI & Partners: Drift and accuracy drops flagged early
- Today: Separate dashboards for every modelWith AI & Partners: Every model compared on the same metrics
- Today: Governance paperwork filled in by handWith AI & Partners: Records created automatically as you work
Every model's health, in one place
Accuracy, precision, recall and F1 score over any time range, alongside traffic, errors and alerts, for every model and environment. Compare production with staging, and one release with the next.
See drift before it becomes a decision problem
Drift is measured per feature using Jensen-Shannon divergence against a baseline, with warning and critical thresholds you set. Drill down to see which feature moved, by how much and since when, then decide whether to retrain based on evidence.
Test and govern without leaving the workflow
Testing suites, compatibility tests and development workflows sit inside the platform, and every result is logged as evidence. Governance happens as a by-product of shipping, not as a separate review step.
What this means for you
Earlier problem detection
Find drift and accuracy drops days or weeks before users or outcomes feel them.
Faster, safer releases
Ship with testing and approvals built into the workflow, not bolted on at the end.
One view across all models
Compare every model on the same metrics, without switching between dashboards.
Evidence without extra work
Governance records build themselves as your team works, with no forms to fill in.