01a chain
edge-proxy-03 → svc-acct → role/prod-admin → customer-db OPEN
Ordinary hops compound into administrative control. No single hop looks dangerous.
AI-native exposure management. Evidence-backed.
Find the paths that matter. Drive the fix. Prove the risk is gone.
Unizo connects your security signals into Live Security Context, reasons over what can actually reach what matters, drafts the remediation plan, and verifies the exposure is closed. Agentic where it helps. Bounded where it matters.
01
edge-proxy-03 → svc-acct → role/prod-admin → customer-db OPEN
Reaches a crown jewel in three hops.
02
lab-bench-11 → isolated · no reachable target NO PATH
Same CVE. Same score. Reaches nothing.
03
identity-gap-4471 → remediated → re-checked CLOSED ✓
Verified closure. Evidence captured.
two findings, identical severity · one of them mattered
The gap
You don't have a findings problem. You have a reduction problem.
Your team closes tickets, meets SLAs, and works the queue. None of it tells you whether the environment is harder to attack than it was last quarter.
Step one
Findings arrive
every tool, every day
Step two
Tickets close
SLAs met, queue worked
Step three
Risk reduced?
nobody checked
The third step is the one your tools were never built to answer.
01
Every tool is confident, and none of them talk
Each produces its own ranked list, and not one knows that a finding sits one hop from a privileged cloud role.
02
A score describes a vulnerability, not your environment
It cannot see that a medium-rated finding sits directly upstream of your most sensitive system.
03
A closed ticket is an activity record
It says someone did something. It does not say the exposure path is broken.
Ranking a list higher is not the same as reducing it.
Foundation
scroll to follow the flow
Every tool sees a piece. Unizo sees the path.
01
Signals
Vulnerabilities, assets, identities, cloud access, CI/CD, ownership, crown-jewel tags.
02
Multi-Dimensional Modeling
The same host under three identifiers becomes one entity. Reachability computed from real controls, not assumed.
03
Live Security Context
The resolved, continuously updated model. Standing before the question is asked.
04
Exposure reasoning
The routes through it that can actually reach what matters. Not a re-sorted severity list.
05
Bounded action
Gated, evidence-producing workflows. You decide where approval is required.
What a path looks like
Same CVE. Same score. One of them reaches your customer database.
On its own, each is one row in a report of thousands. Unizo connects the asset to the identity, the identity to the role, the role to the impact, then drives the fix and re-checks the condition.
The loop
↑ verified change updates the context
Signals in. Verified reduction out.
01
Connect
the signals you already collect
02
Model
into one live picture of your environment
03
Reason
over the routes that can actually reach what matters
04
Focus
on the changes that disrupt them
05
Drive
the fix to the owner who can make it
06
Verify
the exposure is gone, and produce the evidence
It never stops running, and the recurring work runs with it. That's the only way risk actually moves.
Autonomy
Not one plan. The right plan.
Unizo's AI exposure analyst does the investigation you would do with ten more analysts and forty more hours. Agentic where it helps. Bounded where it matters.
A canonical fix closes the vulnerability. A compensating control can close the path, and sometimes several at once. Unizo drafts more than one way to close the exposure, shows what each is likely to reduce, and lets you choose.
Investigates with context, not in isolation
Weighs canonical fixes against compensating controls
Drafts evidence-backed plans you approve before anything runs
It drafts. You approve. Nothing touches production until you do.
Plan Acanonical fix
patch CVE-2026-XXXXX on edge-proxy-03
Plan Bcompensating controlrecommended
revoke svc-acct assume-role on role/prod-admin
Plan Cboth, sequenced
full remediation
You approvenothing touches production until you do
heldwaiting for approval
Exposure paths
Exposure paths take shapes. Unizo learns yours.
Most paths fall into a few recognisable forms. These are four we see constantly. The model finds the ones we haven't named yet.
02a crossing
pipeline/deploy → ci-runner-sa → prod-cluster OPEN
Build-time reaches run-time. Two worlds that were never supposed to touch.
03a convergence
web-tier-04 → svc-deploy
batch-07 → svc-deploy
legacy-api → svc-deploy
Many paths, one identity. Fix the identity, disrupt several at once.
04a destination
reachable → customer-db [tag: crown-jewel] OPEN
Not the route. The thing at the end of it, and whether anything can get there.
✓ Every shape runs the same arc: verify the finding is real, reason over what it can reach, open an investigation, draft the plan, drive it to the owner, and confirm the path is gone.
Proof
Remediation isn't done when the ticket closes. It's done when the path is gone.
Unizo re-checks the exposure condition itself. Whether the identity gap closed. Whether the seed was removed. Whether the path is still reachable. That is verified closure, and it produces the evidence.
what the ticket says
JIRA-4471
Patch CVE on edge-proxy-03
status DONE
what the environment says
what Unizo does about it
01identity-gap-4471 → remediated → re-checked CLOSED ✓
02edge-proxy-03 → customer-db → no reachable path · evidence captured
"We fixed it" becomes something you can show.
Built for
The teams doing the reduction.
Vulnerability management
from CVE queues to the paths that matter
Cloud security
assets, access, and reachable impact in one view
Identity security
how privilege turns an ordinary exposure into a real one
Security engineering
fixes with owner context and evidence attached
Remediation operations
act, re-check, prove it worked
Connects to
No rip-and-replace. Unizo runs on the stack you already have.
Unizo doesn't replace your tools or become another system to migrate onto. It connects them into one live view your team can reason over. The reach is broad; the commitment is light.
Cloud
AWS · Azure · GCP
+ more
Identity
Okta · Entra · Google Workspace
+ more
Scanners
Tenable · Qualys · Rapid7
+ more
Live Security Context
one resolved model
EDR
CrowdStrike · SentinelOne · Defender
+ more
CSPM
Wiz · Prisma Cloud
+ more
ITSM
ServiceNow · Jira
+ more
And these too
The categories matter more than the logos. If a system knows something about your assets, identities, access, or ownership, Unizo is built to read it.
Black Hat USA 2026 · Las Vegas
No booth.
No booth.
No slides.
Come argue
with us.
We're off the show floor and in the room with you: a real exposure path, traced end to end in thirty minutes, founder-led. Bring your hardest question about why your last remediation didn't reduce anything.
ADMIT ONE · FOUNDER-LED
LAS VEGAS
Black Hat USAAug 1–6
VenueMandalay Bay
Founders on-siteAug 2–6
BSides LVAug 3–5
MeetPraveen & Sudhanva
SOC 2 Type IIRBACTenant isolationAudit logs
Encryption at rest and in transitHuman-approved remediation
Customer data is never used to train models