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AIW PG County Command Center

One view Β· Every agency Β· Every decision Β· Every audit trail Β· Every knowledge packet

Active Persona

Mission Module

Command Actions

Prompt

Cartesian-Seeker-Fusion Loop

Visible Reasoning Summary by Governance Layer

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Doubt First

What do we know? What do we not know? What assumptions are hidden?

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Input

Capturing prompt, voice, document, agency issue, or service concern.

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Context

Attaching agency AIR ID, user role, source, date, mission area, and authority.

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Tag

Applying topic, sensitivity, agency, risk, and IP/data ownership tags.

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Data Hygiene

Deduplicating, validating source, screening PII, normalizing terms, and scoring data quality.

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Risk

Classifying procurement, privacy, legal, public safety, HR, budget, equity, and cyber risk.

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Reason

Separating facts from assumptions and comparing options with Bayesian confidence.

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Respond

Creating a brief, packet, dashboard record, task, or director-ready recommendation.

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Review

Routing high-risk decisions for human approval before action or release.

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Learn

Saving approved output as a County-owned knowledge packet with audit hash.

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Fuse

Rolling approved packets across agencies into shared County intelligence.

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Plan

Generating annual plan priorities, RACI, KPIs, risks, and budget assumptions.

Bayesian Posterior

Οƒ = 0.253
H1 β€” Short / Safety First
prior 22%7%
H2 β€” Guided / Structured
prior 49%75%
H3 β€” Strategic / Option-Rich
prior 29%18%

Selected behavior

H2 guided structured

procurementauditfusionannual_planworkforceresident_311

Risk Assessment

high⚠ HITL REQUIRED
procurementaudit

Zero Trust Gate

βœ“ ALLOWED
Identity Verified
MFA Required
Device Trusted
Agency Scoped
Least Privilege

Active Persona

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County Executive

H1:20% Β· H2:40% Β· H3:40%

Fusion Engine

STANDBY

Run a command to activate cross-agency fusion and knowledge packet creation.

Zoho Sync

PENDING SECRETS

CRM Β· Creator Β· WorkDrive Β· Projects Β· Analytics sync. Configure ZOHO_CLIENT_ID, ZOHO_CLIENT_SECRET, ZOHO_REFRESH_TOKEN to activate live push.

Events queued β€” will push when secrets active

Annual Plan Rollup

STANDBY

Run fusion to generate annual plan priorities, RACI, KPIs, and budget assumptions.

AIW Doctrine: AI advises. Humans decide. County owns approved knowledge. Β· Bayesian H2 posterior: 75% guided/structured Β· Confidence: 75%