AI for Manufacturing Operations

The AI intelligence layer for the factory floor. Max AI understands your entire factory, from every machine, every order, to every hard-won lesson, and answers questions no one on your floor has time to chase. Build on it, or just ask.
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THE PROBLEM

MANUFACTURING DOESN’T FAIL AT PLANNING, IT FAILS AT EXECUTION.

Reality on the shop floor disrupts production plans: Machines break down, Setups run long, Materials arrive late, Tribal knowledge overrides system logic, This disconnect is known as the execution gap, and it’s killing our productivity.

Bring Intelligence to
Every Step of Execution

Built into the MachineMetrics Platform, Max AI powers our real-time MES to unify data from your machines, ERP, and tribal knowledge. Max guides your team through daily execution - augmenting and automating production tasks so you can focus on what you do best: making stuff.

Your CI Team that Never Sleeps.

Powered by Lean/Six Sigma methodologies (Pareto, 5 Whys, SMED, SPC) to deliver actionable recommendations 24/7.
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AI-Driven Guidance for the Frontline.

Start every shift ready: Auto handover briefs with status, jobs, and priority issues.
Access the right docs instantly: Setup, work orders, and specs surface by job phase.
Fix issues faster: AI troubleshooting learns from your Knowledge Hub and feedback.
Coming Soon!
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Generate Insights, Not More Data.

Centralize tribal knowledge: Capture and surface SOPs, notes, and expertise when it matters most.
Proactively surface issues: Max AI flags risks, delays, and quality concerns in real time.
See production in real time: Monitor jobs, machines, and schedule health across the floor.
Coming Soon!
Supervisor Agent

Adjust the Schedule in Real-Time.

Flag at-risk jobs before they're late.
Auto-update ERP cycle times from actual production.
Surface schedule health across your floor.
Expose hidden capacity across all resources.
Coming Soon!
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Get Up and Running Faster.

AI-guided setup: Connect machines and ERP systems with step-by-step contextual guidance.
Role-based onboarding: Walkthroughs adapt to your role, showing only what’s relevant.
Smart configuration: Max AI recommends the best dashboards and workflows for you.
Coming Soon!
Onboarding Agent
Connect

Connect with Powerful Data Sources

Capture real-time data from machines, manual processes, operator inputs, ERP systems, and critical documentation like SOPs and work instructions.

Featured Capabilities

WHAT MAKES MAX SMART?

Real-time, accurate machine data, ERP context, and shop floor know-how give Max the intel no other AI has. Max is the expert who is always available to help.
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CONNECT ANY MACHINE
Real-time performance from any piece of equipment - old, new, CNC, or manual - feed Max with actual production activity.
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INTEGRATE ANY ERP
Work orders, routings, and schedules sync directly with ERP, giving Max the business context to stay aligned with the plan.
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CAPTURE KNOWLEDGE
Turn SOPs, processes, instructions, and machine manuals into a single source of knowledge powered by AI.
Platform

Unify and Structure
Your Data

Your factory generates a lot of data - but AI needs context. MachineMetrics transforms raw data from machines, ERP, and critical documentation into structured insights ready for action.

Featured Capabilities

TURN SIGNALS INTO UNDERSTANDING

From cycle times to labor tickets and setup notes, every data point is mapped to a common model. This standardization gives Max AI the clarity to understand what's happening - and why it matters.
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UNIFIED DATA MODEL
Every job, machine, and event is automatically mapped into a connected graph of your operation, so Max can follow the relationships between them instead of querying one table at a time.
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REAL-TIME CONTEXT
Max AI enriches raw data with operational meaning - connecting alarms to active jobs, setups to specific parts, and delays to real delivery risk.
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EVENT-DRIVEN ARCHITECTURE
Max AI processes production data as discrete events, enabling real-time, context-aware automation without polling or delay.
Actions

Empower People and Automate Work

Max delivers a team of role-based digital agents that help operators, supervisors, planners, and CI leaders make smarter decisions and automate everyday tasks.

Featured Capabilities

AGENTIC EXECUTION

Max AI keeps production on track - answering questions, generating reports, and delivering real-time guidance and automation when it’s needed most.
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CHAT WITH YOUR DATA
Max AI understands the question and the context. Whether you're on the floor or in a meeting, agents deliver instant answers pulled from real-time data, ERP records, and tribal knowledge - no digging required.
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INSTANT VISUALS
Need a shift summary or downtime breakdown? Just ask. Max AI builds charts and reports in seconds, complete with visuals, trends, and root cause insights. Keep the ones that matter and they become a dashboard built around how you actually run.
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AGENTIC WORKFLOWS
From flagging late jobs to rescheduling work and updating cycle times in ERP, Max AI handles routine decisions automatically - giving your team time back to focus on what matters most.
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Preserve and Amplify Tribal Knowledge

Teach Max the concepts that are unique to your plant. SOPs, work instructions, machine manuals, and the shorthand your people use become part of what Max reasons with.
Upload Critical Documentation
Combine SOPs, work instructions, and tribal knowledge in a centralized hub to enable instant reference from Max AI.
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Make Everyone an Expert
Retain, share, and grow your team’s tribal knowledge with instantly vectorized search for immediate, context-specific answers - all within an AI framework that learns over time.
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Deliver Work Instruction Documents in real-Time
Context-specific instructions help operators, delivering just-in-time training, tool checklists, and setup instructions to keep machines running and jobs on schedule.
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Testimonials

manufacturers love max

MachineMetrics has always been the flashlight, but someone had to know where to point it. With Max AI, I can ask much broader questions. Across all of our machines, how often are we meeting the cycle time standard versus falling short? No human has the bandwidth to analyze that much data.

Thomas Deslongchamps

Thomas Delongchamp

Director of Training and Continuous Improvement

We use Max AI to keep production numbers from shift to shift. It found which shift was having the most trouble running production. We were short-staffed, so we're training someone onto that shift.

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Derrick Lamy

Continuous Improvement