GIA · Governed Intelligence Architecture — When AI acts, someone is accountable.

§ 01 The accountability gap

AI is already acting inside your organization. Nobody owns what it does.

What was a controlled procurement decision two years ago now happens inside every department — agents taking real actions in production, faster than policy, security, and risk teams can see. When a regulator, auditor, or plaintiff asks who authorized this, most enterprises cannot answer.

01

Unscoped authority

Agents take consequential actions with no documented owner and no policy boundary on what they may do.

02

No approval gate

High-stakes decisions execute autonomously — no human in the loop on the actions that actually carry risk.

03

No defensible record

When something goes wrong, there is no tamper-evident trail of what the model did, why, and who signed off.

04

Audit on demand

Compliance evidence is assembled in a panic the week before an audit — not produced continuously as work happens.

Advisory

The question every executive is now being asked: when your AI makes a decision, can you prove it was governed?

§ 03 The accountability triangle

Authority. Oversight. Evidence.

Governance is not a policy document. It is three things enforced at runtime — every AI action gets a documented owner, the high-stakes ones block for a human, and all of it is written to a record you can defend.

01 · Authority

Every action has an owner.

Each AI action is tied to a charter — a documented scope of what this system may do, under whose authority, and within which policy. The Charter sets the ceiling; a bounded Execution Contract assigns the specific task, model set, budget, and expiration. Nothing acts outside its scope.

CharterFinance Agent · v4

ContractEC-2214 · expires 18:00Z

OwnerCFO Office

Scope limit≤ $25,000 / txn

ClassMandatory

02 · Oversight

Humans gate the risk.

Actions classified Mandatory block until a named, authorized human approves. The Deliberation Engine runs multi-model reasoning first, so the approver decides with evidence — not a coin flip.

Action$48,200 payment

VerdictGate raised

ApproverW. Storey · Principal

DecisionApproved

03 · Evidence

The record is immutable.

Every action — approved, blocked, or informational — is written to the ForensicLedger as a SHA-256 hash-chained entry. Tamper-evident, time-stamped, and exportable as audit-ready evidence on demand.

Entry#184,402

Hash0x9f2a·c41e

ChainIntact

IntegrityVerified

§ 04 The control chain

The Charter defines authority. The contract assigns it.

Institutional policy becomes a Charter: the durable ceiling on what a workspace may authorize. Every specific task then gets a bounded Execution Contract created beneath that Charter, naming the actor, the approved model set, the data classes, the budget, and the evidence required before completion. Runtime gates check every material action against the contract and its Charter. The ledger ties every event to both.

Policy sources

Frameworks, contracts, SOPs, and scans, through multimodal intake

→

Charter DNA Pack

What this workspace may authorize: the ceiling

→

Execution Contract

The specific grant: actor, models, data, budget, evidence

→

Runtime gates

Is this particular action currently permitted?

→

Evidence ledger

Every event proven, tamper-evident

MAI · return loop Contract-level learning feeds back to the top of the chain. Recommendations never change active authority without approval.

Budget is authority.

An agent is authorized only within both its operational scope and its economic scope. Token limits, cost per request, and delegation budgets are hard grants.

Delegation narrows.

A child contract is always narrower than its parent. Depth limits, stripped permissions, and subagent budgets make delegation chains provable.

Agents never improvise.

Anything outside the contract triggers an amendment with reason, risk, and budget impact. Execution stays bounded until it is approved.

The Charter defines institutional authority. The contract assigns it. GIA enforces it. The ledger proves it. MAI improves it.

§ 05 See it work

Every AI action — classified, gated, and recorded as evidence.

This is the governance surface your security and compliance teams operate. Each row is a real AI action; the right rail shows a Mandatory action being held, deliberated, and approved before it ever reached production.

GIA · Governance Console Production · governing

EntryActionClassVerdict

#184,402 Vendor payment — $48,200finance-agent · contract EC-2214 · 14:22:07Z Mandatory Held

#184,401 Export customer dataset to vendordata-agent · contract EC-2209 · 14:21:54Z Mandatory Approved

#184,400 Draft renewal email to clientcs-agent · 14:21:30Z Advisory Cleared

#184,399 Summarize support ticket threadcs-agent · 14:21:12Z Informational Logged

#184,398 Modify production access policyops-agent · 14:20:48Z Mandatory Blocked

Entry #184,402 Gate raised

Why it gated

$48,200 exceeds contract EC-2214's economic authority of $25,000 per transaction.

Deliberation

Acting modelConcur · gate

ReviewerConcur · gate

Policy checkScope breach

Human approval

W. Storey · Principal

Finance scope · 14:22:19Z

SHA-256 · chain intact 0x9f2a·c41e

§ 07 Governed model selection

The contract names the approved model set. No model selects itself outside it.

Routing happens inside the contract, not outside governance: a frontier model for high-risk reasoning, a small model for bounded extraction, an independent supplier for verification. Which supplier is your decision, and GIA will not make it for you by default — an unstated model is refused, not quietly assigned. The classification and the approval gates are identical whichever model answers, because they are ours and run before the call leaves the building.

Hosted frontier The high-capability models you buy by API, for agentic actions, tool use, and open-ended reasoning. Named on the contract; routed to only inside it. Governed

Small & fast Cheap bounded work — extraction, classification, routing. The tier where cost discipline is won, and where an ungoverned agent quietly runs up a bill. Governed

Independent second opinion A model from a different supplier than the one that did the work, used to check it. Verification means little when the verifier shares the answer's blind spots. Governed

Self-hosted & open-weight Fine-tuned and open-weight models inside your own perimeter, including endpoints we have never heard of — governed by contract scope rather than by a built-in registry. Governed

Uniform treatment · one evidence trail · and where a supplier gives us less to work with, the record says so rather than hiding it.

§ 08 Regulatory alignment

Mapped to the frameworks your auditors already use.

NIST AI RMFGovern · Map · Measure · ManageAligned

EU AI ActHigh-risk obligationsReady

ISO 42001AI management systemAligned

CMMC 2.0Defense supply chainAligned

HIPAAPHI handling controlsAligned

FedRAMPAuthorization pathwayPathway

SOC 2Trust services criteriaReadiness

NIST 800-53Security & privacy controlsAligned

§ 09 Federal & procurement

Federal-grade governance from an SDVOSB-certified firm.

GIA is built and delivered by Advanced Consulting Experts — a Service-Disabled Veteran-Owned Small Business with the credentials, vehicles, and operator background federal program offices and primes look for.

Procurement profile SAM · Active

Set-asideSDVOSB · Sole-source eligible✓

CAGE8RKG5✓

UEIFDAXNNAV6N24✓

NAICS541512 · 541611 · 541618✓

Authority38 U.S.C. § 8127 · FAR 19.1406✓

CeilingSole-source eligible at the VA up to $6M✓

Compliance508 compliant✓

Leadership

William J. Storey III

Founder · Principal Architect

A 17-year Information System Security Officer who spent a career securing accredited systems across DoD and federal-aligned programs. The same evidence discipline that survives a classified-system audit is the discipline GIA applies to every AI action.

17 yr ISSO U.S. Army Veteran DoD-aligned NIST AI RMF ISO 42001

When AI acts,
someone is accountable.