Outcomes
What you measure, by the person who owns the risk
01Outcomes
Measurable from the first shadow-mode run.
These are numbers a security, AI or data leader can put on a page. The Identity Exposure Report takes the first reading in two to three weeks, read-only, and the rest move as each use case is switched on.
CISO · Head of IAM
A blast radius you can show the board.
0
Standing admin on Tier-0 systems
Today: many
0
Service accounts without a named owner
Today: unknown
minutes
Time to answer “Why was this allowed?”
decision record · evidence per framework
Today: 6 weeks
seconds
Contain across apps
· SSF · without touching the app
Today: hours
0
Manual effort in access reviews
eligibility computed per request
Today: 4
Measured in the first shadow-mode run, after 2–3 weeks read-only.
CAIO · CTO
Say yes to the next hundred agents.
100%
AI agents governed as identities
owner · credential · score · limit
Today: inventoried, at best
0
Agents able to exceed their human
MCP · A2A chains, every hop
Today: unknown past hop one
all
Tool calls decided and recorded
Today: logs, if any
days
New agent to production, with sign-off
monitor · advise · enforce
Today: weeks, or a veto
automatic
Quarantine of a compromised agent
· SSF signals
Today: manual, after the fact
Measured in the first shadow-mode run, after 2–3 weeks read-only.
CDO
An authorization model for the lake.
answered, for each person
Who can reach which table or column today
every mapped element
Today: nobody can say
all mapped
Elements with a classification the engine enforces
unmapped fail closed
Today: partial, in a catalog
never beyond the person it works for
AI agents and copilots reading the lake
RAG · down to the field
Today: unbounded
withheld, logged
Sensitive data reaching the wrong asker
Today: silent
a record per answer
Proof of who saw what, and why
evidence per framework
Today: weeks to reconstruct
Measured in the first shadow-mode run, after 2–3 weeks read-only.
02What you never have to do again
Less time defending policies, more time changing the risk.
Every access tool you own waits for someone to write the rule, own the rule and defend it when it goes wrong. ConteXengine computes the decision instead.
The old checklist, mostly gone
✕
Write the policy
✕
Own the policy
✕
One tool per identity type
✕
Standing privileges, cleaned up now and then
The new one · done by the engine
✓
Computed, not authorednobody ever writes a policy
✓
Own the outcomeadopt AI at full speed, with proof of every decision
✓
One engine, three identity typeshumans, machines and AI agents on one record
✓
Granted when justified, gone when notzero standing privilege, pulled back mid-session
Start read-only