PRODUCT ROADMAP

Where We're Going

AIW OS is built in public. Every milestone, every feature, every commitment — tracked and transparent.

3
In Progress
5
Planned
9
Complete
3
Future
In Progress
3 items
2025 Q3
ACTIVE

Cohort 2 Onboarding

Intake, orientation, and workspace provisioning for Cohort 2 members.

CohortOnboarding
2025 Q3

Real LLM API End-to-End Verification

Validate GPT routing works end-to-end in SeekerLiveChat, FAQWidget, and PG County Demo with live keys.

LLMAPITesting
2025 Q3
ACTIVE

KB PDF Upload & Auto-Indexing

Upload PDFs directly into the KB. Auto-extract, chunk, embed, and index with Bayesian prior assignment.

KBPDFUploadEmbedding
Planned
5 items
2025 Q4

Multi-County Expansion — Montgomery, Howard

Adapt AIW OS persona and KB configuration for Montgomery County and Howard County, Maryland.

ExpansionMarylandCounties
2025 Q4

SEEKER Loop v3 — Agentic Tool Use

JARVIS mode gains tool-use capabilities: document retrieval, form generation, API calls, calendar scheduling.

JARVISAgenticTools
2025 Q4

Audit Dashboard

Real-time audit trail dashboard. Filter by persona, mode, risk score, HITL status. Export to PDF/CSV.

AuditDashboardCompliance
2026 Q1

Offline Mode — Edge Deployment

Quantized local LLM with embedded KB vectors for air-gapped and field operations.

OfflineEdgeLocal LLM
2026 Q1

Open Governance Standard Publication

Publish the AIW OS Governed AI Standard as an open specification for government AI adoption.

StandardOpen SourcePolicy
Complete
9 items
2024 Q1

SEEKER Loop v1 — 7-Node Architecture

Core Signal→Evaluate→Engage→Knowledge→Execute→Review→Learn loop implemented and validated.

CoreSEEKER
2024 Q2

12-Persona System

All 12 governed personas built with authority scopes, KB filters, and HITL thresholds.

PersonasGovernance
2024 Q2

Bayesian PRS Model

Probabilistic Risk Score engine with 4-factor scoring and Bayesian prior updates.

BayesianRisk
2024 Q3

PG GovBridge Demo

6-tab live demo: Prompt Router, Bayesian Config, Modules, Group Sync, HITL Triggers, SEEKER Chat.

DemoPG County
2024 Q3

Genesis Cohort Formation

12 founding members. Cohort Doctrine established. 6 governing principles ratified.

CohortCommunity
2025 Q1

Live GPT Routing

All SEEKER modes routed through configured GPT link with Perplexity-style streaming.

LLMStreaming
2025 Q2

Gamma Brief Integration

Post-research Gamma document generation. Formatted briefs from SEEKER output via Gamma API.

GammaBriefsOutput
2025 Q2

Knowledge Base — Structured KB from Source PDFs

SEEKER Loop and PERSDONA PDFs parsed into searchable, categorized KB entries with Bayesian weighting.

KBBayesianDocs
2025 Q2

PG County Demo — Bayesian KB + GPT Routing

Full PG County governed decision browser with Bayesian KB, HITL triggers, voice input, and audit trail.

PG CountyDemoBayesian
Future
3 items
2026 Q2+

Federal Agency Pilot Program

Pilot AIW OS with 3 federal agencies. Adapt HITL framework for federal regulatory requirements.

FederalPilotScale
2026 Q3+

State Government Partnerships

Formal partnerships with 5 state governments for AIW OS deployment and governance consulting.

StatePartnershipScale
2026 Q4+

AIW OS Certification Program

Certify AI practitioners in governed AI deployment using the AIW OS framework.

CertificationTrainingCommunity

Shape the Roadmap

Genesis Cohort members have direct input on roadmap priorities. Join Cohort 2 to influence what gets built next.