Operational AI Agents

AI agents that work on operational decisions

Not a chatbot. ConstraintFlow's agents are grounded in your live operational data and constraints — they evaluate, predict, optimize, and recommend across the operation, with your team in control.

The Agents

A team of operational agents

Each agent focuses on a specific operational responsibility, working from the same unified constraint model of your enterprise.

Agent

Planner Agent

Continuously evaluates schedule quality and flags plans that drift from optimal as conditions change.

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Procurement Agent

Identifies material shortages before they impact production and recommends what to expedite.

Agent

Logistics Agent

Optimizes the movement of inventory and materials across plants and warehouses.

Agent

Control Tower Agent

Monitors enterprise constraints in real time and surfaces emerging operational risk.

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Executive Agent

Generates clear, decision-ready recommendations and summaries for leadership.

Agent

Compliance Agent

Validates operational decisions against business rules, policies, and constraints.

How They Work

Grounded in operations, not generic AI

ConstraintFlow agents explain recommendations, identify risks, model scenarios, surface actions, and automate workflows — always grounded in your real operational data and the constraints that govern your plant.

Explain

Every recommendation comes with the trade-offs and constraints behind it.

Predict

Surface risks, shortages, and bottlenecks before they reach the customer.

Automate

Handle repetitive operational decisions while keeping people in control.

Put operational agents to work

Book a strategy call and we'll show how ConstraintFlow's agents would work on your operation.