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BEFORE YOU DEPLOY AN AI AGENT / LEADERSHIP WORKSHOP

Your AI pilot works.
Is your business ready to let it act?

Practice the decisions that matter before an agent can change financial records, touch customer data or affect critical operations. Know what to request, what approval really means and who owns the remaining risk.

Self-guided learning. About 20 minutes. No account or AI system connection needed.

Evidence before approvalExplicit operating boundariesAccountable residual risk
ONE AGENT / REAL CONSEQUENCESEDUCATIONAL SCENARIO
AI AGENTA requested actionBUSINESS TOOLAPI and authoritySENSITIVE DATAPotential mutationHUMAN DECISIONScope, owner, conditions
Reachable is not the same as performed.Source capability, permission, human approval and target effect each require their own evidence.
03consequential decision rooms
12executive judgment exercises
01editable decision brief to take away
01 / THE DECISION FRAMEWORK

Four questions.
Four different kinds of proof.

A security finding is not a deployment approval. An approved operation is not automatically protected at runtime. And neither removes the need for an accountable decision about residual business risk.

ASSURANCE RESULT
HAIEC's ALLOW, REVIEW or BLOCK is a conclusion within the evaluated scope. It does not itself authorize production deployment or prove customer-native interception.
Source-aligned to HAIEC's actual assurance, human deployment-decision and target-enforcement contracts. These are not four steps a software scanner performs automatically.
02 / THREE DECISION ROOMS

Take the seat of the accountable executive.

Each scenario represents a fictional enterprise decision. Read the qualified facts, choose four responses and see the evidence boundary behind the recommended answer.

Full workshop: all three cases and twelve decisions, with an exportable memo.

SCENARIO

WHY LEADERSHIP CARES
FIVE SEPARATE EVIDENCE QUESTIONS

Choose a tile to inspect what this educational case establishes.

MINIMUM EVIDENCE TO REQUEST

    These are authored teaching facts, not actual HAIEC customer findings.

    DECISION 10 of 12 answered
    READ THE EVIDENCE

    03 / EVIDENCE COUNTERFACTUALS

    What changes when the evidence changes?

    A new log, an approved policy or a blocked request changes only the claims it can genuinely support. It must not turn unrelated unknowns into established facts.

    AUTHORITY

    WHAT CHANGES

    WHAT DOES NOT CHANGE

    04 / RESIDUAL RISK

    Four proportionate executive responses.

    A decision should address the consequential operation and the strength of its proof, not simply declare the entire AI system safe or unusable.

    SELECTED RISK TREATMENT

    WHAT LEADERSHIP MUST DOCUMENT

    These are training recommendations and commercial decision pathways, not HAIEC's canonical assurance states or a substitute for the customer's formal approval process.

    05 / REAL SOURCE, REAL LIMITS

    Evidence should persuade without exaggerating.

    HAIEC's public Kestrel sample demonstrates what can be established from a qualified repository analysis, and what cannot yet be concluded without independent policy, access and operational evidence.

    PUBLIC KESTREL SOURCE SAMPLE44source-backed consequential action paths
    ASSURANCE: REVIEW

    Frozen public source example. This does not mean 44 incidents, vulnerabilities, completed mutations or customer deployment approvals.

    Examine the actual report ↗
    ESTABLISHEDCode-capable paths

    Source-backed paths to consequential operations, within the evaluated code snapshot.

    NOT ESTABLISHEDBusiness authority

    Policy or delegated choice cannot be inferred from reachable code.

    NOT ESTABLISHEDEffective permissions

    Actual principal grants require qualified permission evidence.

    NOT ESTABLISHEDObserved target effect

    The report does not establish that any described target mutation took place.

    Public sample details are source-referenced. Workshop cases are deliberately fictional. A valid report or verification receipt does not by itself certify safety, current protection or a human deployment decision.

    06 / TAKE AN ACTIONABLE BRIEF WITH YOU

    Turn judgment into a decision record.

    Capture one scoped operation, the source-limited facts, the response, accountable owners, permitted and prohibited actions, and the evidence required before expansion. Your inputs stay in this browser session.

    This is an unsigned educational draft. A downloaded brief is not a HAIEC Decision Receipt, real deployment approval, independent audit opinion or proof that controls operated.

    DECISION MEMO / PREVIEW

    Executive AI Deployment Decision Brief

    DRAFT
    07 / PUT THE FRAMEWORK TO WORK

    One consequential system. One accountable decision.

    HAIEC can help bound the source-backed action paths, qualify available evidence, document missing proof and support an enterprise review of what comes next.

    Scope an Enterprise POC ↗
    FOR TECHNICAL EVIDENCE OWNERS

    Which sources do we need?

    Use the Integration & Evidence Field Guide to select source, policy, permission, telemetry and target-side witnesses.

    Explore HAIEC agent integration ↗
    FOR RISK AND ASSURANCE REVIEWERS

    What does the actual report prove?

    Inspect HAIEC's bounded findings, report identity, limitations and evidence gaps before using it for a business decision.

    Read the public Kestrel sample ↗