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Gadfly CyberBook a scoping call

Only pay forwhat's critical.

Gadfly Cyber runs an AI-agent pentest against your public-facing web apps and APIs. The model runs inside your own environment, every critical finding is confirmed by a person, and if we confirm none, the engagement is free.

No call needed to see a sample report.

Egress rules3 hosts
app.example.com:443Allow
api.example.com:443Allow
staging.example.com:443Allow
*Drop
Engagement GF-26-014
StatusIn review
Leads raised11
Confirmed critical2
Human sign-off2 of 2

100%

of criticals are confirmed by a person before they reach you

0

third-party model calls — the model runs inside your environment

No fee

if we confirm nothing critical in your scope

1 free

retest of fixed findings in every engagement

Why it is safe to say yes

Where it runsYour boundary
LocationYour DC or a dedicated account
ModelPrivate, isolated
Third-party model APIsNone
Kept by us afterNothing

Runs inside your environment

The agents and the model run in your own data center, or a dedicated cloud account we create for the engagement and destroy when it ends.

Your traffic, targets and findings never leave your boundary. Nothing is sent to a third-party model API, and we keep no copy afterward.

BillingSuccess-based
Confirmed criticals2
Engagement feeDue on report
If none were confirmedWaived

You pay only for criticals

We agree a fixed fee up front. You owe it only when we confirm at least one critical finding. If we confirm none, the engagement is free.

GF-014 · Access controlCritical
AgentProposed, with evidence
ReviewerHuman tester
Human reviewReproduced and confirmed
Reported to clientAfter sign-off

A person signs off every critical

Agents propose; a human tester reproduces and confirms. Nothing reaches you as critical on a model's word alone.

EvidenceSample, redacted
Request    GET /api/…/{id}     [redacted]
Response   200 OK             expected 403
Asset      api.example.com
Captured   14:07:52 IST

Evidence, not a severity guess

Each finding carries the request and response that prove it, the affected asset, and remediation notes. Only criticals surface by default, so the report stays readable.

Whoever has to sign off

Founders

You shipped fast and something customer-facing is exposed. One scoping call, a fixed window, and you pay only if we confirm something critical.

Heads of engineering

Every finding carries the request and response that prove it, and notes your team can act on. No wading through a scanner's three hundred maybes.

Security leads

The model runs inside your boundary. Nothing goes to a third-party API, nothing is pooled with other clients, and you hold the only record when it ends.

Compliance and GRC

Written authorisation, a defined scope, and a report you can hand to an auditor or drop into a customer's security questionnaire.

  1. How an engagement runs

    Engagement GF-26-014
    StatusScope signed
    Rules of engagementSigned
    Hosts allowlisted3
    WindowMon–Fri, 10:00–18:00 IST

    First, the scope is signed.

  2. Engagement GF-26-014
    StatusRunning
    ModeNon-destructive
    Rate limit5 requests / s
    Audit log1,284 entries

    Then agents run, constrained.

  3. Engagement GF-26-014
    StatusIn review
    Leads raised11
    Confirmed critical2
    Human sign-off2 of 2

    Findings are confirmed.

  4. Engagement GF-26-014
    StatusClosed
    Remediation notesDelivered
    Retest2 of 2 fixed
    ReportUpdated

    You fix. We retest, free.

See each step in detail

A gadfly, the mark Gadfly takes its name from.

Gadfly Cyber takes its name from the gadfly, the fly Socrates compared himself to: small, persistent, and useful because it keeps a large animal awake. That is the job. We test ordinary web applications and APIs, the kind that carry logins, invoices and customer records. We do not red-team LLMs or test AI agents. We do not sell a self-serve attack console, and there is nothing to download and point at a target. Every engagement starts with written authorisation and rules of engagement; without them, nothing runs. The agents make the work faster and broader. They do not replace a penetration test, and a person reviews every critical finding before it reaches you.

Start withthe scope.

The button opens the contact form with your answers filled in. We reply within one working day to arrange a 30-minute call. Nothing is tested until rules of engagement are signed.

Tell us what to look at

What should we test?

Request sample report