Your AI governance stops at the model. The risk doesn't.
Model-layer tools watch for drift and bias, but not whether your AI's decisions are consistent, traceable, or even sanctioned. AI-Decisions monitors impact at the data layer, where every decision is traceable.
Connects your existing stack
Connects your existing stack, no rip-and-replace
Entity resolution
Entity resolution across every system boundary
Full lineage
Full lineage on every AI output, audit-ready by default
One Knowledge Fabric powering every solution
Every PolyPhaze solution runs on the same foundation: the PolyPhaze Knowledge Fabric™. It connects the systems you already run, resolves meaning across their boundaries and traces every insight back to source, so what works for one team scales to all of them.
Explore the platformGovern AI by what it actually does
Impact is measurable at the data layer, regardless of source. AI-Decisions watches every consequential decision against an established baseline, surfaces the AI nobody sanctioned, and gives your risk team evidence an auditor will accept.
Monitor impact, not just models
Every consequential AI decision leaves a fingerprint in the data: a price moves, a purchase order appears, a credit limit changes. AI-Decisions detects those fingerprints against a baseline, whatever produced them, with no model access required.
- Works whether the AI is sanctioned or not
- No model access or vendor cooperation required
- Value, pattern, velocity and concentration anomalies, every two hours
See the AI nobody told you about
Unsanctioned tools, legacy systems with embedded models and third-party platforms all make decisions in your data, and most governance never sees them. The AI Coverage Discovery Agent identifies anomalies looking at velocity, access, and uniformity red flags.
- Detects AI activity by data fingerprint alone
- Velocity, uniformity and access signatures flag automation
- Covers the boundary model-layer tools cannot reach
Evidence your auditor will accept
Every finding is traceable to the data that produced it and mapped to the frameworks your regulators care about. The dashboard gives your CRO, CCO and CISO a daily health score and an audit export for external assessors.
- Mapped to NIST AI RMF, EU AI Act and ISO/IEC 42001
- Daily health score and top findings for CRO, CCO and CISO
- One-click audit export for external auditors
See what your AI is really doing
A 30-minute walkthrough with our AI experts. Trace your AI impact at the data layer.
What's inside AI-Decisions
A set of agents that establish what normal looks like, then watch every AI-influenced decision against it: anomalies, lineage gaps, outcomes and the AI you never sanctioned.
Decision anomaly detection
Value, pattern, velocity and concentration anomalies flagged against an established baseline every two hours, with deduplication so one issue is one alert.
Lineage integrity checks
A daily scan for incomplete lineage, low-Trust-Score inputs and retroactive source data modification, so the decisions stay defensible.
Outcome reconciliation agent
Checks whether AI-influenced decisions actually produced their intended outcomes, with an attribution confidence on every decision type.
One-time baseline capture
Before any AI goes live, a one-time pre-deployment profile is created as the reference state everything compares against before AI changes decision patterns.
Shadow AI discovery
Surfaces unknown AI and automated activity by data fingerprint alone: velocity beyond human capacity, uniform outputs, and decisions from accounts that shouldn't make them.
Audit-ready governance dashboard
A CRO, CCO and CISO workbench with daily health score, top findings and an audit export mapped to NIST, EU AI Act and ISO/IEC 42001.
How AI-Decisions deploys
AI-Decisions runs on the PolyPhaze Knowledge Fabric™, no model integration required. Capture the baseline, turn the agents on, and your governance team has a daily health score and audit export.
Connect
AI-Decisions reads the decisions already flowing through your governed data. No model access, no vendor cooperation.
Baseline
The Baseline Capture agent profiles variance bands, historical patterns and your human oversight baseline, once, before anything changes.
Monitor
Anomaly, lineage, outcome and coverage agents run on their own cadence, comparing every decision against the baseline.
Report
Findings land on the governance dashboard with a daily health score and an audit export ready for auditors.
Connects to the systems you already run
PolyPhaze integrates with the core platforms, data warehouses, third-party data providers and cloud infrastructure your team already uses. Model agnostic. No rip-and-replace. The PolyPhaze Knowledge Fabric™ reads from your existing stack and adds the intelligence layer on top.
See what your AI is doing
A 30-minute walkthrough our AI experts. Trace your AI impact at the data layer.
Request a demoPrefer to talk it through?
Our solution specialists can walk through your governance scenarios, your frameworks and how a rollout would work.
Contact for more infoAI-Decisions, answered
Model-layer tools watch the model for drift and bias. AI-Decisions watches the impact at the data layer, where every consequential decision leaves a traceable fingerprint, sanctioned or not.
No. AI-Decisions reads the decisions already flowing through your governed data, with no model access or vendor cooperation required.
Yes. The Coverage Discovery agent surfaces unsanctioned and embedded AI by data fingerprint alone: velocity beyond human capacity, uniform outputs and unusual access.
Value, pattern, velocity and concentration anomalies flagged against an established baseline every two hours, deduplicated so one issue is one alert.
Decisions that never touch your governed data leave no fingerprint; AI-Decisions covers the consequential decisions that do.
NIST AI RMF, the EU AI Act and ISO/IEC 42001, with a one-click audit export for external assessors.
Your CRO, CCO and CISO, with a daily health score, top findings and an audit export.
We capture a baseline of your current decision patterns, turn the agents on, and your governance team has findings and a health score within weeks.
Six solutions. One foundation.
Optimize
Trusted data for faster, defensible decisions — one canonical view of the business, every number traceable to source.
Learn moreMigrate
De-risk every system migration and cutover — continuous matching across source and target, trusted on day one.
Learn moreM&A
Diligence to integration on one trusted record of the target — know what you're buying, prove what you bought.
Learn moreData Commerce
Package and sell your data as a product — a new revenue line on the fabric you already run.
Learn moreAsset Twin
One trusted record for every physical asset — predict failures before they happen.
Learn moreAI-Decisions
Govern AI by the decisions it makes — every output traceable, every action accountable.
Learn more