MeridianIQ designs and deploys production-grade AI agent systems for mid-market manufacturers, data engineering teams, and industrial operators. Systems that run autonomously after handoff — not demos that need ongoing support to function.
A 5-agent LangGraph pipeline that monitors AGV fleets in real time. Detects deadlocks, predicts equipment failures using NASA CMAPSS sensor data, routes alerts to the right operations staff, and generates executive-ready reports — all without human intervention.
A 5-agent dbt pipeline monitoring system that detects schema drift, data quality failures, and performance regressions before they reach downstream dashboards. Produces three-audience reports — data engineer, analytics manager, and business stakeholder — simultaneously.
Every IQ product follows the same architecture — a multi-agent pipeline that reads your operational data, reasons over it, and delivers findings to the right audience at the right time. Built once, deployed autonomously, maintained without a support contract.
We developed this methodology building production agentic systems from scratch. The same five questions produce the right architecture every time — regardless of vertical. We start with how your best analyst works, not with the technology.
Walk me through what your best analyst does when the problem happens. Step by step. Their answer becomes the agent architecture — one agent per human decision point.
What data exists, what is its quality, what is accessible, and what can be synthesized. We understand what we're working with before designing what should exist.
What decision does each agent make? What inputs does it need? When would a human skip this step? Agents emerge from workflow analysis — they are never invented.
Deterministic Python handles computation. Claude handles judgment. We separate them precisely — tools never reason, agents never compute.
State schema, routing logic, error handling, observability. The pipeline is wired last — only after the architecture is right.
We assess your data, operations, and current AI maturity. Deliver a one-page findings document identifying where agentic AI creates the most immediate value. No commitment required.
We build a domain-specific IQ system on your data. Working demo you can show internally. Value is visible before production commitment. Fixed scope, fixed price.
Scale the POC to production. Integration with your actual data systems. Complete documentation, training, and handoff. The system runs without us after delivery.
Monthly architecture reviews. New capability development as your needs evolve. Strategic guidance on your AI roadmap. Business hours — not a 3am support contract.
Start with a free AI Readiness Audit — 45 minutes, no commitment. We identify where agentic AI creates immediate value in your operations.
Or reach us directly at info@meridianiq.co