Jeremy Patrick

AIQ Agent Models

Browser-demo agents for lab automation decisions

These cards are not just expertise tiles. Each one represents an AIQ browser-demo agent model that can route a visitor question into curated automation knowledge, local gateway context, or a consultation pathway.

Agent Model 01

Repository Ingestion Agent

Turns GitHub repos, source links, JSON, and citations into retrievable AIQ knowledge.

Ask AIQ about repository ingestion

Agent Model 02

Robotics Workflow Agent

Frames liquid handlers, deck setup, checkpoints, exceptions, and throughput planning.

Ask AIQ about robotics workflows

Agent Model 03

Clinical Automation Agent

Connects sample movement, analyzers, traceability, regulated handoff, and review boundaries.

Ask AIQ about clinical automation

Agent Model 04

Molecular Assay Agent

Surfaces NGS, extraction, ddPCR, RT qPCR, controls, readouts, and handoff notes.

Ask AIQ about assay workflows

Agent Model 05

Data Handoff Agent

Maps instrument output, LIMS touchpoints, audit trails, analytics, and exceptions.

Ask AIQ about data handoff

Agent Model 06

Facilities Readiness Agent

Covers equipment readiness, 3-phase power, installation, space, utilities, and handoff.

Ask AIQ about facilities readiness

Agent Model 07

Governance & SGAS Agent

Scores answers for correctness, cited sources, safety boundaries, next steps, and account fit.

Ask AIQ about SGAS governance

Agent Model 08

Consultation Router Agent

Routes visitors to AIQ demo, robotics support, workflow review, assay automation, or consultation.

Ask AIQ about consultation fit

AutomatIQ

Local-first scientific AI for lab automation teams

Source-grounded retrieval, private LLM layers, and governed workflow intelligence for robotics, assays, clinical automation, and lab data handoff.

Independent
Automation
Intelligence

AutomatIQ

Local-first scientific AI for lab automation teams: source-grounded retrieval, private LLM layers, and governed workflow intelligence.

AIQ Runtime

AutomatIQ is a local-first scientific AI workspace for automation knowledge.

AIQ keeps lab automation answers grounded in approved sources, repository knowledge, and practical workflow boundaries before routing eligible questions to a private local LLM layer.

Source-grounded retrieval Private LLM layers Governed workflow intelligence

Knowledge SourcesPublic repositories, lab notes, assay context, SDS references, and reviewed workflow guidance.

Local AIQ RuntimeThe browser uses website knowledge first and can route through a gateway for private local inference.

Governed LearningFeedback and new sources stay pending until reviewed before they become trusted retrieval material.

Workflow SupportRobotics, clinical automation, molecular assays, facilities readiness, and data handoff planning.

Repository IngestionTurn public GitHub projects and docs into cited automation knowledge.

Support PlaybookEscalate clinical, safety, firmware, warranty, and regulated workflow questions.

Private Lab SourcesStructure internal SOP, assay, reagent, and instrument knowledge for retrieval.

Scientific LibrariesOrganize reagent, SDS, assay, and discovery context for automation planning.

Local-First BoundaryThe browser does not call Ollama directly; live inference belongs behind a controlled gateway.

Human ReviewPhysical robot runs, clinical workflows, SDS decisions, and regulated work need owner review.

Website / AutomatIQ UI
  -> AutomatIQ Gateway: http://127.0.0.1:8766/api/chat
  -> Ollama localhost API: http://127.0.0.1:11434
  -> model: llama3.1

Public hosting keeps the UI static unless a deployed gateway URL is configured.

Add repository source

Paste a GitHub repo to stage a reviewed AIQ knowledge card.

Independent Automation Intelligence AutomatIQ scientific AI workspace Local-first lab automation assistant

Website mode Source-grounded fallback

Project Consultation

Schedule a robotics, AI, or automation project consultation.

Use this quick request form to start a conversation about clinical laboratory automation, robotics strategy, assay workflow development, instrument integration, facilities readiness, or data-system handoff.