Every AI Decision, Traceable from Data to Outcome.
Trace any AI decision back to the data, the model, the policy, and the score behind it. So when someone asks why, you have the answer.
Five Layers. One Defensible AI Estate.
From the shadow agents you don't know about to the certified decisions in production, all in one continuous governance plane.
Shadow AI Discovery
Discover every hidden or unapproved AI deployment instantly.
ExploreAgent Catalog
The single source of truth for all enterprise AI assets.
ExploreDecision Lineage
Full causal chain from data to business outcome.
ExploreAgent Quality Monitoring
A live integrity score for every agent and decision.
ExploreLineageTalk
Ask any question about any decision, in plain English.
ExploreSHADOW AI DETECTION
Your Teams Built AI Agents Without Telling You.
Discover and govern every hidden AI deployment in your enterprise, including the ones IT doesn't know about.
Every shadow agent surfaces automatically.
Continuous scans find rogue deployments, untracked LLM API calls, and unsanctioned integrations before they reach production data.
Risk classified the moment it's discovered.
Each shadow deployment is scored by data sensitivity, regulatory exposure, and decision authority, so you know what to remediate first.
Governance without shutting down innovation.
Shadow agents come under policy without disrupting the teams that built them; visibility wins, velocity stays.
AGENT CATALOG
You Can't Govern What You Can't See.
Every AI agent in your enterprise (active, inactive, shadow, certified) in one registry, with one owner, one risk classification, one source of truth.
One record per agent. No exceptions.
Metadata, model version, deployment environment, and purpose mapped for every workflow (known, shadow, or retired).
When something breaks, you know who to call.
Every agent has a named business owner, data steward, and compliance contact attached to its record.
Lifecycle visibility, not point-in-time snapshots.
Track every agent from registration through certification, production, and retirement, in real time.
DECISION LINEAGE
When the Board Asks "Why Did the AI Do That?", Answer in Minutes.
Reconstruct any decision your AI ever made, end to end, in the time it takes to open a dashboard.
Every decision carries its own evidence.
Data sources, model version, policy checks, risk score, and outcome, all recorded automatically.
Replay any past decision exactly as it was made.
See the data, the model version, and the policy state at that exact moment in time.
Lineage that doesn't break between systems.
Decisions stay traceable across warehouses, model servers, agents, and business apps.
AGENT QUALITY MONITORING
Certified Last Month Isn't the Same as Trustworthy Today.
Every AI agent gets a live trust score that updates as it operates. So you know which ones to act on, today.
Drift surfaces the moment it happens.
Scores update in real time as data, models, or behavior shift.
Know exactly what caused a score to drop.
Drill into the model change, data shift, or policy update behind the change.
Controls fire when scores cross your thresholds.
Alert, escalate, require human review, or block. You set the rules.
LineageTalk — Powered by Claude
Ask Your Lineage a Question. Get an Answer.
Ask any question about any data trace or decision in your enterprise. In plain English, with an answer you can defend.
Account #4821 was approved by risk_model_3.2 using the credit_features_v7 snapshot from 02:14 UTC. Policy lending_v4 cleared all 9 controls; trust score at decision time was 94%.