The All-in-One AI Plugin for Industrial Engineers

Skills for industrial engineers 17

• process documentation assistantMaps a process and drafts SOPs, work instructions, KPI lists, or audit checklists, such as a packing line walkthrough turned into SOP.
• lean process improvement assistantGuides Lean work like value stream mapping, 5S, Kaizen, standard work, and poka-yoke, such as cutting changeover waste on a filling line.
• process efficiency analystAnalyzes process and cost data to find waste, quality gaps, and root causes, such as why scrap rose on second shift.
• operations process optimizerReviews operations data for bottlenecks, KPI trends, automation chances, and resource gaps, such as staffing a packing cell to demand.
• bottleneck analysis assistantFinds bottlenecks from process logs and metrics, traces root causes, maps workflow, and plans fixes, such as clearing a weld station queue.
• lean manufacturing strategies assistantDesigns lean systems including standardized work, 5S, Kanban, SMED, and TPM, such as setting up a two-bin Kanban for fasteners.

Plus a start-here assistant, the prompt library and the app builder, and for members the daily brief.

Ready-made prompts 32

• Everyday AI for IE4 prompts, like Draft a Process Description From Floor Notes
• Process Mapping and Docs5 prompts, like Create Process Flowcharts
• Data Analysis and Metrics3 prompts, like Write Python Code for Production Data
• Workstation Design and Ergonomics2 prompts, like Ergonomic Workstation Layout Design
• Simulation and Scenario Planning3 prompts, like Write Production Line Simulation Code
• Bottleneck and Troubleshooting4 prompts, like Identify Process Bottlenecks
• Lean Methods and Waste Reduction3 prompts, like Draft a 5S Implementation Plan

Apps you can build with AI 5

• Operational process bottleneck discovery studioTest whether a constraint is the real cause of low output before you request capital for equipment. Demo included.
• Evidence-backed data analysis and reporting workspaceTurn raw line data into a shared report where every figure links back to its source. Demo included.
• Process measurement definition deskAgree on what each process metric means and where it starts and stops before comparing shifts. Demo included.
• Evidence-backed data analysis and reporting workspaceBuild cost and savings reports where each number traces to a source your finance team accepts. Demo included.
• Process documentation studioKeep SOPs validated by the people who perform and receive the work, so procedures stay current. Demo included.

AI agents 12

In the download. An agent runs a whole recurring task for you, step by step, and asks you before anything important. Ask your AI: "Run the Government Service Backlog Diagnosis Agent". Each one also has a guided set-up with sample data on its page.

• Government Service Backlog Diagnosis AgentFind the real administrative bottleneck behind a backlog.
• Team Process Bottleneck AgentThe real bottleneck identified with evidence.
• Operational Exception Pattern AgentRecurring exceptions traced to causes with a testable fix.
• Production Test Yield Review AgentFind the real cause of a yield drop and confirm the fix with later yield
• Process Pilot Tracker AgentDecide every pilot on evidence: scale, change or stop.
• Packaging Line Trial AgentFind the best line settings with a clear record of every run.
• Changeover Sequencing AgentCreate a sequence with the lowest changeover time that still meets due dates.
• Load Leveling AgentSmooth the load so no work center is over capacity and no order is late.
• Gauge Repeatability Study AgentProve that each gauge is reliable before its readings are trusted.
• Cycle Time Optimization AgentMeasured throughput gains from the real bottleneck, with safety and quality held
• Process Bottleneck Analysis AgentThe real process bottleneck identified with evidence and a targeted fix
• Robot Cell Cycle Time Reduction AgentBring the cell's average cycle time under the takt target with changes proven in simulation first

Connections (MCP servers) 12

A guide in the download. A connection lets your AI work in an app you already use. You add only the ones you use: ask your AI "Which apps can you connect to?" and follow the steps on each connection's page.

• Excel MCP serverLets your AI create, read and edit Excel workbooks for you, without opening Excel.
• Excel Vision MCP serverLet your AI read Excel files fully, including the images and colors inside them.
• FoundryNet Forge MCP serverLets your AI read and manage data from industrial machines like CNC machines and robots in plain language. No install needed.
• Google Sheets MCP serverLets your AI read, write, and manage your Google Sheets for you, right from the chat.
• Spreadsheet MCP serverLets your AI read, edit, and recalculate Excel files safely, without you opening Excel.
• MCP DashboardsYour AI can turn plain numbers into interactive charts and dashboards right inside the chat.
• Mermaid Diagram MCP serverLet your AI turn plain words into Mermaid diagrams and charts you can save or share.
• Calculator MCP serverLets your AI do accurate math, statistics, unit conversions and finance calculations for you.
• Aurora MCP serverLet your AI run honest statistics on your data and cite every finding, instead of guessing.
• Math MCP serverLets your AI do math, statistics, matrices, and charts, and save its work for later. No install needed.
• LogiSheets MCP serverLet your AI build and edit real Excel spreadsheets with live formulas, then save a .xlsx file you can open. Official.
• AntV Chart MCP serverTurn your data into charts and diagrams just by asking your AI in plain words. Official.

Your Grok Bot team 10

• SimpyBuilds and runs discrete-event simulations of systems with queues, resources, and timed processes.
• Production SchedulingTranslate work orders into a minute-by-minute production sequence that maximises throughput at the constraint.
• Workflow OrchestratorDesigns, implements, and optimizes complex business process workflows with state management and error handling.
• Business AnalystAnalyzes business processes, gathers requirements, and identifies improvement opportunities for operational efficiency.
• Optim AgentGuide agent-driven parameter optimization for configurable systems with measurable objectives.
• Load Testing SpecialistDesigns and executes load tests to find system bottlenecks and capacity limits.
• Time LedgerParse natural-language time reports into your Notion database, asking when unsure.
• Performance OptimizationMeasure, identify, fix, and verify performance bottlenecks in web apps.
• Operations Process OptimizerAnalyzes operational data to find bottlenecks, waste, and automation opportunities.
• Bottleneck Analysis AssistantFinds and fixes process bottlenecks from your data, end to end.