Use Cases.Run Live. Governed.
Select a persona below and run the AIW Bayesian SEEKER Loop in real time. Upload an API key to activate live data retrieval for your sector. Every output is citation-backed, authority-gated, and audit-sealed.
A regional electric utility deploys an AI agent that reads operational data, recommends switching actions, and opens maintenance tickets.
Upload an API key to activate live data retrieval for this persona. Keys are used only for this session and are never stored server-side.
Live NERC reliability standards feed for real-time CIP compliance checks against OT asset inventory.
Keys are transmitted only to the SEEKER engine for this session. For production deployments, configure via environment variables in your AIW OS instance.
Utility AI Governance Assessment: a governed review of whether an AI-enabled capability affects BES Cyber Systems, OT, cybersecurity controls, personnel responsibilities, vendor dependencies, incident response, or human command authority.
AIW-SEEKER Console · AIW Industrial
A regional electric utility deploys an AI agent that reads operational data, recommends switching actions, and opens maintenance tickets.
8 Modules. One Governed OS.
AIW Demo Studio
Live interactive demo environment. Select sector, enter a prompt, watch the SEEKER Loop advance in real time.
AIW ScenarioLab
What-if scenario comparison engine. Baseline vs. Scenario A vs. Scenario B — Bayesian posteriors side by side.
AIW Standards Intelligence
Retrieves and weights authoritative standards (NIST, NERC CIP, ISA/IEC 62443) against the active prompt.
AIW Evidence Engine
Cross-checks claims against verified doctrine, prior cases, and institutional records. Surfaces contradictions.
AIW Industrial
Air-gapped deployment for OT/ICS environments. Tamper-evident audit trail under NERC CIP and ISA/IEC 62443.
AIW Defense
CUI-scoped sovereign deployment for defense contractors. CMMC-aligned, air-gapped, zero autonomous actions.
AIW Enterprise
AIW OS Enterprise v0.9.0-alpha: multi-tenant, Fusion packets, persona adaptation, policy-constrained retrieval, HITL release, guided how-to, offline update bundles. Developer scaffold — not yet enterprise-ready.
AIW API
REST API surface for embedding SEEKER Loop reasoning into third-party applications and workflows.
AIW-DCG: Data Centers Governance
Bayesian evidence engine for municipal data-center governance. Scores developer claims, tracks CBA compliance, powers training certification, and generates monetizable governance intelligence across 12 domains.
AIW-ITX: Charles County International Trade
International Trade, Export Readiness & Business Growth OS for Charles County businesses. Intake → readiness assessment → Export Academy → market fit → partner matching → compliance → governed export execution.
14 Enterprise Modules
Fusion
Turns approved system inputs into reusable organizational IP. Generates versioned knowledge packets with source hashes, citations, Bayesian confidence, and HITL release gates.
Knowledge Matrix
Organization-owned knowledge store. Policy-constrained retrieval enforced at API, database row-level, and retrieval filter layers. Versioned with source hashes.
Monetization
Converts governed decision outputs into monetizable products: assessments, subscriptions, licensed playbooks, and advisory engagements.
Training
Role-based onboarding, scenario exercises, knowledge checks, and supervisor review guides — all persona-adapted and citation-backed.
Education
Micro-courses, facilitator guides, and citation-backed reading lists derived from approved Fusion packets.
Recommendations
Validate with accountable owner → pilot with bounded group → measure outcomes → update priors from results. Every recommendation is evidence-linked and posterior-ranked.
Governance
Cross-module governance engine. Enforces HITL release gates, risk tiers, RBAC/ABAC, immutable audit storage, and decision trace transparency (spec §7).
Organizations
Multi-tenant org management. Every record carries org_id. Tenant isolation enforced at API authorization, PostgreSQL row-level security, and knowledge retrieval filters.
Connectors
Allowlisted external data connectors (Zoho, VA, SAM.gov, NERC, CMMC, etc.). Each connector is policy-tagged and classification-checked before evidence ingestion.
Audit
Immutable audit storage for every SEEKER cycle. Stores prompt, evidence, routing, citations, human disposition, and outcome as new prior for future inference.
Version Updates
Signed release bundles with hash verification, schema migration, staging validation, admin approval, and automatic rollback on failure. Offline install supported.
Local Workstation
Local embedded models, dual OS, GPU acceleration, ECC memory, high-speed networking, mesh connectivity. Hardware substrate for sovereign AI operation.
Air-Gapped Mode
Full AIW OS operation with no external network dependency. Local Ollama inference, offline update bundles, air-gapped reconciliation, and tamper-evident audit trail.
AIW-ITX: Charles County Export OS
International Trade, Export Readiness & Business Growth OS for Charles County businesses. Guides intake, readiness assessment, training, market fit, partner matching, compliance preparation, Zoho pipeline management, and governed export execution.
NIST AI Risk Management Framework
Primary reference for AI-governance outcome weighting. Reliability: 0.95.
NIST Cybersecurity Framework 2.0
Six-function (incl. Govern) cross-mapping for enterprise risk. Reliability: 0.95.
NERC CIP Standards
OT/critical-infrastructure asset and access-control mapping. Reliability: 0.93.
ISA/IEC 62443 Series
Zone/conduit/system-integrity mapping for industrial deployments. Reliability: 0.92.
Ready to Run AIW in Your Environment?
Schedule an executive briefing, scope a pilot, or enroll your operators in Genesis Cohort training.
Sovereign Knowledge Base
Browse the full persona and use-case catalog freely. Sign in to run live governed LLM queries with Bayesian inference, HITL gates, and citation-backed outputs.
Match open solicitations to certified MBE, SBE, and local vendors using NIGP codes, capacity, and past performance.
Synthesize procurement, workforce, public safety, 311, economic development, and AI governance risks into a single governed brief with Bayesian confidence scores.
Analyze an RFP and score vendor fit, compliance gaps, local/minority vendor opportunity, and evaluation risks using Bayesian weighting.
Identify federal workers displaced by AI or budget cuts and map them to County roles, vendor support roles, and AI training pathways.
Track AIW pilot milestones, RACI ownership, HITL approvals, and KPI progress across all County departments.
Evaluate AIW deployment risk across cloud, standalone, hybrid, and Starlink/edge modes against NIST AI RMF and CSF 2.0.
Model fiscal impact of proposed initiatives across departments with Bayesian outcome posteriors and risk tiers.
Classify County data assets by sensitivity, ownership, and AI-processing eligibility with zero-trust boundary mapping.
Route prompts across OpenAI, Anthropic Claude, Perplexity Sonar, DeepSeek, and Local/Ollama with Bayesian confidence scoring and persona-adapted system prompts.