Shipping
Jul 16A11yReadyFive reliability fixes closed the gaps a large hands-on review exposed — each shipped…Jul 15A11yReadyA hands-on review of a 41-document batch — spanning new document types the pipeline…Jul 13A11yReadyMeasurement you can trust, plus a reviewer loop that actually learns. A new…Jul 11VantageURL/tab root-cause fix — every editreferral test 404-ed since inception. +298 net…Jul 9Civic SentinelRenamed to Civic Sentinel; the presentation now carries a live nightly metrics strip…Jul 6A11yReadyThe self-improving loop now closes on formatting — the pipeline's single biggest…Jul 6VantageVision extractor + sweep-CLI + Tier 1 production hardening — three shippable wins in one…Jul 6VantageQ-SEED-1 closed on the role axis: 23 of 23 authoritative UCR roles pinned in the seed…Jul 4A11yReadyThree grounded forms fixes shipped from a full pass over the Advisor's hand-fix backlog.…Jul 4A11yReadyThe Pipeline Advisor's Insights board was redesigned around one honest number. It…Jul 16A11yReadyFive reliability fixes closed the gaps a large hands-on review exposed — each shipped…Jul 15A11yReadyA hands-on review of a 41-document batch — spanning new document types the pipeline…Jul 13A11yReadyMeasurement you can trust, plus a reviewer loop that actually learns. A new…Jul 11VantageURL/tab root-cause fix — every editreferral test 404-ed since inception. +298 net…Jul 9Civic SentinelRenamed to Civic Sentinel; the presentation now carries a live nightly metrics strip…Jul 6A11yReadyThe self-improving loop now closes on formatting — the pipeline's single biggest…Jul 6VantageVision extractor + sweep-CLI + Tier 1 production hardening — three shippable wins in one…Jul 6VantageQ-SEED-1 closed on the role axis: 23 of 23 authoritative UCR roles pinned in the seed…Jul 4A11yReadyThree grounded forms fixes shipped from a full pass over the Advisor's hand-fix backlog.…Jul 4A11yReadyThe Pipeline Advisor's Insights board was redesigned around one honest number. It…
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AI Commander

Agentic RAG Orchestration

PythonVertex AIGeminiRAGStreamlitMulti-Agent
5
Specialized Agents
56K+
Documents
Hub-Spoke
Architecture
AI Commander — Dashboard View
AI Commander — Architecture

Overview

Production hub-and-spoke orchestration with 5 specialized agents: Commander router with sticky routing, conversational Data Analyst, RAG-powered WCAG Expert via Vertex AI Vector Search, Operations agent with human-in-the-loop approval, and Data Dictionary. Function-calling pipelines with exponential backoff, audit logging, and dynamic visualizations.

AI Commander — Screenshot

Key Features

Commander router with sticky routing for context preservation
Conversational Data Analyst agent for real-time queries
RAG-powered WCAG Expert via Vertex AI Vector Search
Operations agent with human-in-the-loop approval workflows
Data Dictionary agent for schema exploration
Function-calling pipelines with exponential backoff
Comprehensive audit logging and dynamic visualizations

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AIRS