New, with Accorian: a real-time AI governance framework for control drift in enterprise AI.Read the framework
AI Governance

AI Governance

Govern the AI you can see, and the AI you can't. Discover shadow AI and shadow MCP, prove policy in the workflow, and produce framework-mapped evidence on demand.

Scope2 wk
Evidencesource
Owners4

The quick audit is the fast read under AI Governance.

Every claim in the report traces back to source evidence, ownership, and the workflow decision it supports.

Valuefund next
Riskcontain now
Fluencytrain where work changed
At a glanceContinuous, not point-in-timeFramework-agnosticShadow AI + Shadow MCP discoverySR 11-7 · ISO 42001 · NIST AI RMF · EU AI ActEvidence mapped to named owners
What a first governance assessment surfaces
0shadow-AI cases surfaced
0unauthorized MCP paths
0sanctioned tools in scope

Illustrative shape of the assessment, not a single customer.

How it holds

One pipeline. Two outputs.

Production traces flow into one measurement engine. The operating view and the audit pack are the same evidence in two formats. There is no second pipeline.

Production traces

drifthallucination ratepolicy violations

Measurement engine

continuous evalowner mappingcontrol evidence

Operating View

liveread daily by the operator

Audit Pack

on demandSR 11-7ISO 42001NIST AI RMFEU AI Act
Built by us

We build the products behind this.

Discovery

Find what is running before anyone signs off.

01

Shadow AI discovery

Unapproved tools, embedded SaaS AI, and personal accounts on consequential workflows. Each finding gets a risk read and a named owner.

02

Shadow MCP discovery

Unauthorized MCP servers and tool calls wiring agents to your systems of record. The new attack surface as agents become composable.

03

Policy evidence in the workflow

Policy that lives where the work happens. Every material output ties to a reviewer decision, a control, and a trace.

Four lenses, one pipeline

What the four auditors actually ask.

SR 11-7

Model risk

Development, validation, and ongoing monitoring. The spine US examiners already apply.

ISO 42001

Certification track

What procurement asks for. Continuous evidence underneath, audit pack on demand.

NIST AI RMF

Govern, map, measure, manage

Artefacts for each function, sourced from one trace pipeline.

EU AI Act

Post-market duty

Risk classification, data governance, monitoring, incident reporting. Same traces, no second pipeline.

Two depths of assessment

Quick audit vs continuous governance.

The quick audit is the fast assessment. Governance is the continuous one.

Quick AuditAI Governance
ShapeOne independent assessmentAlways-on evidence stream
CadenceFast, point in timeLive, continuously refreshed
OutputBoard-ready opinionOperating view + audit pack on demand
Engagement

Two ways teams engage on the risk side.

01

Evidence pipeline

Always-on. Production traces in, framework-mapped evidence out. Operating view and audit pack from one source. The default after a maturity read puts governance on the roadmap.

02

Remediation Advisory

A bounded, incident-driven engagement. Triggered by drift, a regulator question, vendor exposure, or a certification ask. We stand up the evidence stream around the incident and hand back an operating loop.

Common questions

Direct answers.

No. It is the fast entry read under governance. Governance is the continuous version of the same evidence.

Specialist AI builder, across the board

One builder, across the board.

We take your AI from strategy to outcome, with governance, audit, and evals built into every build. Start with a discovery call, or a quick audit.