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V1LA
Independent verification of systems, processes and AI

We investigate
beyond the obvious.

V1LA investigates organizations from the outside and, with authorization, examines their processes, systems and AI agents in greater depth. It cross-checks claims and presents evidence-backed findings.

Start an investigation

HOW V1LA WORKS

Select a layer to see the scope

Four specialties, from the outside in.

FROM THE OUTSIDE

Businesses, public sources and observable activity.

INTO THE ORGANIZATION

Internal investigation with express permission and an agreed scope.

OUR METHOD

Four steps. Every finding backed by evidence.

  1. Observe
  2. Detect
  3. Contrast
  4. Verify
Demo · Sample investigationDemo environment. All companies, systems and data shown are fictional.
Investigations Company Alpha
Demo · Sample investigation
Investigation

Company Alpha

Contrast requiredUpdated 12 min ago
OverviewEvidenceClaimsContrastReports
  1. ObserveCompleted
  2. Detect8 claims
  3. 3ContrastIn progress
  4. 4VerifyPending
Evidence collected
142
97.9% intact
Claims detected
8
3 verified
Contradictions
2
Need explanation
Unresolved
3
Awaiting contrast
Evidence map
One claim, every source behind it
CLM-001 · Claim

All automated credit decisions are reviewed by a human before final approval.

Source: Public AI policy, §4.2

Contradicted
Evidence strength84%
  1. EV-0007AI policy, human review clause
  2. EV-0003Credit decision flow, timing analysis
  3. EV-0011Approval notice, no review step
  4. OrganizationOrganization responseAwaiting response
  5. InternalInternal decision logsRequires authorization
Verification state
  • Supporting1
  • Contradicting2
  • OrganizationAwaiting response
  • InternalRequires authorization
  • Supports
  • Contradicts
  • Organization response
  • Needs authorization
97.9%Intact
Evidence integrity
139 of 142 hashes verified
Verification layer
External observation
Active
Internal verification
Requires authorization
A clear process

From observation to proof.

Start outside the organization. Go deeper only with authorization.

  1. 01
    Observe

    Analyzes public evidence and observable behavior.

  2. 02
    Detect

    Finds claims, inconsistencies and open questions.

  3. 03
    Contrast

    Puts findings to the organization and to additional evidence.

  4. 04
    Verify

    States what is proven, what is not and what needs review.

Evidence map

Every claim, traced to its evidence.

See what supports a claim, what contradicts it, what the organization answers and what can only be checked with authorization.

  • Supporting evidence
    Hashed, timestamped, reviewed.
  • Contradicting evidence
    Shown next to the claim it challenges.
  • Organization response
    Requested, tracked, answered.
  • Authorization required
    Internal evidence stays locked until it is granted.
Evidence map
CLM-001 · every source behind the claim
Demo · Sample investigation
CLM-001 · Claim

All automated credit decisions are reviewed by a human before final approval.

Source: Public AI policy, §4.2

Contradicted
Evidence strength84%
  1. EV-0007AI policy, human review clause
  2. EV-0003Credit decision flow, timing analysis
  3. EV-0011Approval notice, no review step
  4. OrganizationOrganization responseAwaiting response
  5. InternalInternal decision logsRequires authorization
Verification state
  • Supporting1
  • Contradicting2
  • OrganizationAwaiting response
  • InternalRequires authorization
  • Supports
  • Contradicts
  • Organization response
  • Needs authorization
Two layers

Start outside. Go deeper with authorization.

No access to internal systems is needed to begin.

Layer 1
External observation
No access required
  • Public evidence
  • User-facing systems
  • Organizational behavior
  • Policies and claims
  • Observable outcomes
With authorization
Layer 2
Authorized internal verification
Scoped and consented
  • Internal evidence
  • AI systems
  • Agentic workflows
  • Tool calls
  • Logs
  • Human intervention
  • Decision paths
Principles

Built for people who have to be sure.

  • Independence

    No dependency on the system under review.

  • Traceability

    Every finding linked to hashed evidence.

  • Reproducibility

    Evaluations can be run again.

  • Human control

    People decide. V1LA shows why.

What do you want V1LA to verify?

You define the target. V1LA does the discovery.

Industries

Additional sectors · Coming soon
  • Banking
  • Fintech
  • Healthcare & Medicine
  • Public Sector
  • Oil & Gas
  • Agriculture
  • Security Operations
  • Real Estate
  • Private Sector
  • NGOs
  • Foundations
  • Retail
  • Food & Beverage
  • Restaurants & Hospitality
  • Supermarkets & Grocery
  • Fisheries & Seafood

Make AI prove how it did it.

Open a first investigation. No integration required.

Explore a sample investigationStart an investigation