Enterprise AI Visibility & Governance Platform

Enterprise AI, Managed as an Enterprise Asset.

AI is moving beyond visible applications into distributed systems, workflows, embedded capabilities and autonomous agents. Alterlayer gives executives enterprise-wide visibility into what AI exists, where it operates, who owns it, how it is governed and what can be proven.

The platform turns fragmented AI adoption into a structured operating model for visibility, inventory, ownership, governance and durable records, without requiring sensitive business content to be exposed by default.

Visibility. Inventory. Ownership. Governance. Records.

Most organizations cannot answer basic questions about AI operations.

Invisible AI activity

What AI do we actually use?

AI adoption spreads through applications, workflows, assistants and third-party services faster than leadership can see or govern it.

Fragmented accountability

Where is it operating, and who is accountable?

Without a structured AI Inventory, systems, workflows, agents, owners and business context stay fragmented across the organization.

Limited governance continuity

What changed, and what can we prove?

Governance teams need durable AI Records that connect ownership, decisions, review context and evidence over time.

Executive question framework

The visibility gap every executive team should be able to close

Alterlayer connects AI Visibility, AI Inventory, Ownership, AI Governance and AI Records so leadership can understand distributed AI adoption before governance decisions depend on incomplete information.

Board question
1 What AI do we actually use?
Visibility + Inventory

Map AI activity, tools, systems, workflows, agents and third-party services across the organization.

2 Where is it operating?
Visibility + Inventory

Connect AI usage to departments, workflows, operating contexts and provider relationships.

3 Who is accountable?
Ownership + Governance

Identify business owners, governance owners and accountability gaps for systems, workflows and agents.

4 What has changed?
Inventory + Records

Preserve lifecycle context as AI usage, ownership, reviews and operating status evolve.

5 What remains unmanaged?
Governance

Surface unowned systems, unmanaged workflows, unknown tools and governance gaps.

6 What can we prove?
Records

Maintain governance evidence, saved reports, certified assets and audit-ready organizational memory.

THE OPERATING MODEL

Visibility to Inventory to Governance to Records

Visibility creates awareness.

Inventory creates structure.

Governance creates accountability.

Records create evidence.

Selected records and certified assets may be preserved through controlled registry mechanisms.

Visibility Inventory Governance Records
Architectural illustration showing the progression from AI activity and visibility to inventory, governance, evidence and registry records.

Visibility, Ownership, Governance and Records for distributed enterprise AI.

Alterlayer turns AI systems, workflows and agents into an operating model leadership can understand and governance teams can act on.

1

AI Visibility

Visibility creates awareness of AI activity across teams, tools, departments, workflows and operating contexts.

2

AI Inventory

Inventory creates structure around AI systems, embedded capabilities, workflows, agents, assets, providers and usage context.

3

AI Governance

Governance creates accountability by assigning owners, surfacing gaps and maintaining continuity as AI changes.

4

AI Records

Records create evidence through saved reports, certified assets, review history and audit-ready organizational memory.

Governance operating flow

A governed system of record for distributed enterprise AI.

  1. AI Visibility
  2. AI Inventory
  3. AI Governance
  4. AI Records

AI Visibility and AI Inventory establish what exists and where it operates; Ownership and AI Governance turn that context into accountability; AI Records make the work provable.

Visibility without surveillance gives governance teams a metadata-first way to understand adoption, ownership, changes, gaps and evidence across the enterprise AI governance operating model.

Alterlayer supports SaaS Standard, Enterprise Connector and Enterprise Private deployment options. When customer-controlled privacy is required, Enterprise Connector uses the AI Visibility Connector to support metadata-first AI visibility without exposing sensitive content by default.

AI Records Governance-ready evidence
Governance record

AI-GOV-REC-004821

Owner, policy scope and accountability attached

Saved report

Executive AI audit summary

Usage, ownership and unmanaged gaps included

Certified asset

Internal AI workflow record

Controlled verification available when selected

Lifecycle log

Inventory updated

System, workflow and provider context refreshed

Leadership view

AI Governance System of Record

Governance-ready records included

AI Records are the organizational memory layer.

Records are the organizational memory layer of Alterlayer’s AI System of Record. They preserve governance evidence, saved reports, certified assets and lifecycle context without making every record public.

Governance-ready AI Records
Saved reports and evidence
Certified AI assets
Controlled lifecycle context

Registry is a controlled verification layer.

The registry is a controlled publication and verification layer for selected certified AI assets and important records.

Keep sensitive work private while preserving enough context for internal oversight, attribution, controlled verification and continuity.

ID d’enregistrement ALT-AST-2026-004821
Ownership & Attribution Internal team or business unit
Governance Context Business use case and policy scope
Risk & Oversight Status Review assigned
Record & Timestamp Structured record + timestamp + lifecycle log
Visibility Level Private / internal / metadata-only / public

Product modules mapped to executive questions.

Start your AI Audit

Enterprise AI Governance Platform

1

AI Activity Visibility Make AI activity visible across teams, tools and operating contexts so usage can be monitored and understood.

2

AI Inventory & Structure Build a structured inventory of AI systems, use cases, owners, departments, outputs and sensitive activities.

3

Governance Records Support human oversight, governance reviews and operational controls while preserving decisions and documentation.

4

Auditability & Registry Continuity Maintain governance-ready records, traceability and registry continuity for important AI work over time.

Governance records

Tangible records for operational oversight.

Neutral record previews show how timestamps, registry entries and lifecycle logs help teams preserve context around important AI work.

Governance record Structured

Record ID

ALT-GOV-2026-0184

Timestamp

2026-05-14 · 09:42 UTC

Governance state

Review assigned

Continuity

Registry context preserved

Registry entry

Workflow output record

Structured record · Owner assigned · Internal visibility

Structured record

Context package

Timestamp · Review state · Verification record

Lifecycle log

Asset lifecycle history

Created · Reviewed · Updated · Preserved

Enterprise Deployment

Enterprise visibility with customer-controlled data

Alterlayer helps organizations govern AI while retaining control over where governance information is processed, what Governance Metadata is shared and which Enterprise Deployment model is used.

Where required, the AI Visibility Connector runs inside the customer environment, applies Local Privacy Controls and transmits only authorized Governance Metadata.

Explore enterprise infrastructure

Metadata-first Governance

Focus on the governance information needed to understand systems, ownership, status and accountability rather than collecting confidential business content by default.

Customer-controlled Privacy

Enterprise customers can apply Local Privacy Controls inside their own environment before authorized Governance Metadata is transmitted.

Flexible Enterprise Deployment

Support for SaaS Standard, Enterprise Connector and Enterprise Private keeps deployment choices aligned with enterprise operating requirements.

AI Governance Infrastructure Resources

Enterprise resources for AI governance, inventory, evidence, oversight and operational compliance.

Featured guide

AI Agent Governance

A featured enterprise guide for governing AI agents, agentic workflows, tool permissions, ownership, evidence and operational review.

Read guide ->

Start with an AI Audit.

Alterlayer’s AI Audit activates a Discovery Console to reveal AI activity, systems, workflows, governance gaps and executive recommendations before transitioning into the Core Platform.