Read-only assessmentNo new traffic proxyCustom AI integrations includedBoard-ready findingsBuilt to SOC 2 controls · audit in progress
Microsoft AI Cloud PartnerAvailable in Microsoft Marketplace
Govern360AI agentsContinuously discoveredOwnershipResolved per agentNon-human identitiesConnected to permissionsTool grantsScoped and consentedAutonomous actionsMapped by capabilityExposure pathsData to external actionEvery one of these is read from your own estate, never estimated.
The Govern360 AI Exposure Intelligence Engine
See what your existing tools don’t show you.
What exists. What can act. What has access. Where data can go. Live AI signals in, explainable control intelligence out.
Govern360 turns AI tools, agents, token spend, non-human identities,
policies, enforcement and evidence into one AI Exposure Score™ and one prioritised
action plan.
Every model. Every app. Every agent.Discover. Govern. Protect. Control tokens. Prove everything.
Measured57%8 of 14 sources
AI spend$184Kmonthly, measured sources
Agents governed0 / 62594 acting autonomously
AI estatetokens/day
MCMicrosoft Copilot2.1M
GPTChatGPT Enterprise890K
CLClaude420K
GMGeminiawaiting consent
GHGitHub Copilot730K
AGCustom Agents18.0M
MCPMCP Servers9.2M
SNServiceNow AIawaiting consent
PPPower Platform310K
AWSAWS Bedrockawaiting consent
AOAzure OpenAI1.7M
VXGoogle Vertex AInot measured
SFSalesforce Einsteinnot measured
AIInternal AI Appsawaiting consent
ConnectedConfigured, awaiting consentNo connector — not measured
Govern360Enterprise AI Control Plane
No ProxyNo traffic in the pathNo Standing CredentialsVendor Neutral
One view. One score. Total AI control.
Live Govern360 product, from a connected demonstration tenant. Your estate will differ, and the model runs the same at any size.
Measured — an actual reading from that tenant.
Illustrative — a representative value, not read from that tenant.
Each figure carries its own mark; check the mark beside the number, not this note.
AI tools we govern — not customers we serve
OOpenAIAAnthropicMMicrosoft CopilotGGitHub CopilotBAWS BedrockNNotion AI
Grounded inNIST AI RMFOWASP Agentic Top 10MITRE ATLASEU AI ActISO 42001SOC 2 control criteria
The problem
Four kinds of AI sprawl
Enterprise AI doesn't fail loudly. It spreads quietly — as tools,
agents, costs and identities nobody inventoried. AI Exposure Management names all four
and brings them under one control plane.
Most estates have no single inventory of any of
the four. Each is owned by a different team, measured by a different tool, and reconciled
by nobody.
92% / 44%of organisations agree governing AI agents is critical to enterprise security —
but only 44% have implemented any policy to manage them.
70%grant AI systems more access than they would give a human employee doing the same
job.
76% vs 17%incident rate for over-privileged AI systems, against least-privileged ones.
Figures reported by the Non-Human Identity Management Group, 2026. Govern360
did not produce this research and does not claim it as its own measurement.
What Govern360 found in one connected estate
625raw agent records, 327 built in-tenant94acting autonomously, 80 with nobody accountable351non-human identities linked to agents3paths able to send data outside the estate
Results from one connected estate. Every organisation is different, and
the model runs the same at any size.
The assessment
30 minutes today. Your AI exposure mapped tomorrow.
Read-only from the first minute. Nothing enters your traffic path, and we hold
no standing write credentials at any point.
01
Connect
A 30-minute read-only setup with your team. Consent-scoped, revocable, and limited to the
management APIs we name up front.
02
Map the estate
Govern360 maps agents, models, identities, connectors, permissions, token spend and the
data-to-action paths that connect them.
03
Receive
Within 24 hours: your AI Exposure Score, top exposure paths, unowned autonomous agents,
Shadow AI findings, non-human identity risk and a prioritised plan.
Works with the AI estate you already have.
Read-only integrations connect to management APIs without sitting in your traffic path
or requiring standing write credentials. Custom integrations are included, wherever the
platform exposes a read path. How integration works →
Free · 30-minute read-only setup · no traffic proxy ·
no credit card · results within 24 hours
Govern360 AI Exposure Score™
One number for how governed your AI really is.
A single, explainable 0–100 score across five dimensions —
Discover, Govern, Protect, Control, Prove. Qualified by how much of it rests on real
signal, tracked over time, and traceable from the number all the way down to the
configuration behind every finding.
How the score is built: unmeasured dimensions are excluded, never scored zero
Five dimensionsweighted, geometric — a single weak dimension is not offsettable
AI Discovery25%79
AI Governance20%59
AI Protection25%73
AI Control15%54
AI Compliance15%80
What the shape says
AI risk doesn’t average out. It compounds at the weakest layer.
In this demonstration estate, visibility outpaces governance.
Discovery at 79 and Compliance at 80 sit beside Control at
54 — because finding an agent takes a connector, and owning one
takes a person.
That gap is where exposure actually lives. An inventory nobody is accountable
for is a list, not a control.
A weighted geometric mean, not an average — so the 54 pulls harder than the 80 lifts, and the band stays capped by the weakest measured dimension.
The product
This is what it looks like in your tenant.
Real product surfaces, read from a connected estate through management APIs.
Every figure below traces back to the configuration it came from.
Product screenshots from a Govern360 demonstration tenant, not a
customer estate. The figures are that tenant’s and yours will differ. Where a surface
could not be measured the product says so rather than showing an empty result as a clean one.
Challenge us
Don’t ask us for a demo. Give us the thing you think we’ll miss.
Pick the problem you actually have — Shadow AI,
unowned agents, Copilot data reach, non-human identities, unattributed AI spend. We’ll show
you how AI Exposure Management handles it and what it found in a real estate, then resolve it into
one AI Exposure Score — before you spend a minute on a call.
The seven we hear most
— or take the last one if yours is not here.
Every answer below is read from management APIs, read-only, with nothing in
your traffic path. Where a signal cannot be measured we say so rather than scoring it zero.
Discover
How Govern360 answers it
Discovery reads Copilot Studio, Power Platform, Entra app registrations and OAuth grants through management APIs — not a network tap.
What that looked like
In the demonstration estate: 625 raw agent records surfaced, 327 of them built in-tenant once vendor templates were excluded.
Worked example from a Govern360 demonstration estate. Your estate will differ.
Protect
How Govern360 answers it
We map each agent to the identity it runs under, the connectors it holds and the classified stores that identity can actually reach.
What that looked like
Reach is bounded by classification coverage. Where coverage is thin we report it as not measured — never as zero.
Worked example from a Govern360 demonstration estate. Your estate will differ.
Govern
How Govern360 answers it
Every agent is resolved against business owner, technical owner and team, then ranked by what it can do rather than by name.
What that looked like
94 acting at high autonomy, 80 of those with nobody accountable. Ownership is the finding, not a footnote.
Worked example from a Govern360 demonstration estate. Your estate will differ.
Control
How Govern360 answers it
Token and licence consumption is allocated to team, department or cost centre through ordered rules, with a per-record trace you can replay.
What that looked like
Every allocation names the rule that produced it and the rules that lost, so finance can audit the number rather than accept it.
Worked example from a Govern360 demonstration estate. Your estate will differ.
Govern
How Govern360 answers it
Non-human identities are linked to the agents and permissions that depend on them, so you can see what breaks before you revoke.
What that looked like
351 non-human identities mapped; 274 agents carrying no credential anyone could scope, rotate or revoke.
Worked example from a Govern360 demonstration estate. Your estate will differ.
Govern
How Govern360 answers it
Every agent is resolved back to the account that created it, and that account is checked against the directory. Where the creator is disabled or gone and nobody inherited the agent, it is surfaced by name with its autonomy tier — then you either assign an owner or record the decision to retire it.
What that looked like
Eight agents from four disabled accounts, none handed over, two of them acting at the highest autonomy tier. Nobody was careless; no system was watching. OWASP names improper offboarding the leading non-human identity risk, and only 12% of organisations have automated lifecycle management for machine identities.
Worked example from a Govern360 demonstration estate. Your estate will differ. Govern360 records the decision and who made it; it does not disable agents or revoke credentials.
Unmapped
We have no canned answer for this one
Everything above is a problem we have already met, so the answer was written in advance. If yours is not on that list, the honest response is that we do not know yet — and that is the one worth sending. Tell us the shape of it and you get a written answer from the person who would run your assessment, not a link to a page.
What makes a good one
The constraint that breaks the obvious approach. A platform nobody supports, an identity model that does not fit, a regulator with an opinion, a governance decision already made that you cannot unmake. If it would make a vendor demo awkward, it is the right one to send.
Prove
How Govern360 answers it
Controls are compiled into Purview, Intune, SASE and gateways, then read back where the platform exposes a read path.
What that looked like
Compiled, marked applied and verified are three different states and we label which one each control is in.
Worked example from a Govern360 demonstration estate. Your estate will differ.
Your challenge is on its way.
It goes to our AI scientist, who will answer it within 24 hours —
in writing, with what Govern360 would find and what it would not. If we cannot answer it,
you will be told that instead of being sold something.
Thanks for taking the challenge.
Govern360 Zero Trust AI Exposure
Know where your AI estate is weak — pillar by pillar.
Govern360 measures AI exposure across Identity, Devices, Networks, Applications,
Data and the Action layer — with every stage tied to evidence and the next action.
Traditional Zero Trust stops at the first five. AI adds the sixth: what an agent is allowed to
do.
Why stages, not a percentage. A stage is awarded only where the
evidence supports it. We do not publish a cross-customer benchmark figure — we do not yet
have the sample size to stand behind one.See the method
Trust
Built to be trusted with your AI estate.
Vendor-neutral, read-only by design, and honest about
what it can and cannot see. See compliance & evidence →
Designed against SOC 2 controlsBuilt to SOC 2 controls, audit in progress. Not certified, and not claimed.
ISO 42001 & EU AI ActEvidence mapped to six frameworks, traceable from every control to its finding.
No traffic proxyNothing sits in your execution path. No standing write credentials on your stack.
No prompts storedEnd-user prompts and model responses are never retained.
Infrastructure attestationsOur providers hold SOC 2 Type II. That covers their platforms, not
Govern360’s controls. Certifications are not inherited.
Why Govern360
Adopt AI at full speed
Employees adopt AI faster than security can review it. Govern360 closes
the gap between what your policy says and what your people actually do — across one
five-part framework, and honest about which controls are truly enforced.
Govern360 helps enterprises discover, govern and prove control across the
Microsoft AI environment — from Microsoft 365 Copilot and Copilot Studio to Power
Platform, Dataverse, Entra identities, Microsoft Purview, Intune and connected AI services.
Govern360 is vendor-neutral by architecture and Microsoft-deepest today. Bedrock, Vertex
and Salesforce Einstein are on the same connector model and read the same way; where a
connector is not yet live the estate reads not measured rather than assuming zero.
We would rather show the gap than colour it in.
Discover Copilot and agents
Identify AI assets, Copilot Studio agents, Power Platform workflows, models,
connectors and shadow AI signals across your Microsoft estate.
Govern agent identities
Map agents, service principals, OAuth grants, non-human identities, permissions,
ownership, purpose and autonomy.
Compile policy into Microsoft controls
Turn approved governance intent into controls for Microsoft Purview, Intune and other
designated enforcement planes. Govern360 holds no standing write credentials.
Verify enforcement with evidence
Where a Microsoft control plane exposes a read path, Govern360 distinguishes controls
that are compiled, marked applied and verified — and says so.
Microsoft, Microsoft 365 Copilot, Copilot Studio, Power Platform, Dataverse,
Entra, Purview and Intune are trademarks of the Microsoft group of companies. Govern360 is an
independent product; this page does not imply Microsoft endorsement.
Innovation
Built on six patent-pending innovations.
Including hierarchical, explainable cost allocation for multi-tenant AI — the engine behind attributing every AI dollar. Learn more →
Start here
Start your AI Exposure Assessment.
Connect read-only in minutes and get your AI inventory, shadow-AI risk and a
sample compliance report before you commit to anything.
Your request was received. To skip the back-and-forth, pick a 30-minute slot on our demo availability calendar — or we'll reach out within one business day from info@aivons.com.
327
Agents built in-tenant
298 vendor templates excluded, so the count is what you actually own
Compliance evidence
43 / 57
Controls satisfied across six frameworks
38 of 43 machine-verified against a rule; the rest asserted. Coverage, not certification
Agent Identity
274
Agents with no machine identity
No credential to scope, rotate or revoke
Governance Register
94
Acting at A3 or A4 autonomy
Every ranked agent, and what a person decided about it — with the reason an auditor will read
Estate coverage
87%
Estate coverage, 12 of 14 sources
Weight-share of domains that returned a real measurement — an unmeasured domain is excluded, not scored zero
Exposure paths
3
Agents that can send data out
Of 398 that ingest content nobody vetted