breakdown-diagnosisWhen a machine goes down, reads the sensor window before the failure, the asset's maintenance history including the free-text close-out notes technicians actually wrote, photos of what they can see, and the manufacturer's troubleshooting tree — then ranks likely causes, each with its supporting evid
breakdown-to-next-reportRuns the chain from a machine going down to the diagnosis landing in tomorrow's production report: reads the sensor window, the maintenance history and its free-text close-out notes, technician photographs and the manufacturer's manual together, ranks likely causes with the cheapest test that tells
custom-connectorGets the plugin talking to a manufacturing system that has no vendor MCP, working down a seven-tier access ladder in order — vendor MCP, community MCP, a scoped API wrapper, a read-only database view, a Zapier bridge, screen automation as a last resort, or a scheduled export contract — and stopping
customer-inquiry-intakeReads a customer RFQ in whatever shape it arrived — a PDF drawing package, a 40-line spreadsheet, a portal export, a phone photo of a marked-up print, or a forwarded thread where the real requirement is four messages down — and pulls specifications, quantities and dates into one consistent intake fo
daily-production-reportProduces the morning production report: output against plan by line, cell and product; OEE with availability, performance and quality shown separately; the downtime log ranked both by minutes and by frequency; scrap and downtime priced in dollars; week-over-week movers; and the exceptions needing a
data-consolidateJoins the plant's scheduled exports and connector data into one working dataset — ERP items (NetSuite or Infor M3), sales orders, production work orders, purchase orders, inventory, routings and closed-job operation actuals; CMMS assets and maintenance work orders; and the MES, historian, quality an
design-space-exploreGenerates a batch of CAD variants directly in Autodesk Fusion by applying changed parameters to an engineer's existing model, never designing from scratch and never overwriting the base. Checks first whether the parameters the engineer wants to vary actually drive the model's geometry, and stops rat
inspection-to-capaRuns the quality chain end to end: writes the nonconformance against the requirement it violates, searches history at the moment of writing to say whether this has happened before and whether the last fix held, reads sensor and inspection data on one verified timeline, proposes ranked candidate caus
morning-plant-pulseRuns the overnight chain that has the morning production report waiting before anyone asks for it: joins last night's planning, production and maintenance exports, flags the mismatched keys, then computes output against plan, OEE with its three components, downtime ranked two ways, priced losses and
ncr-writeupWrites the nonconformance report: what was found and measured, the specific requirement it violates cited to its document and locator, how many parts are actually suspect and why that scope rather than a narrower one, and where every one of them physically is across all five locations. Searches prio
onboardingSets the plugin up for one plant on first run. Asks which ERP, CAD, CMMS and document system the plant uses and tests the four supported connectors (Microsoft 365, Oracle NetSuite, Infor M3, Autodesk Fusion), takes a bulk drop of the plant's own documents so it asks only what they don't answer, prof
quote-buildProduces the make-to-order quote from the intake form, comparable prior jobs and cost history, with every number traced to where it came from — material at the price actually paid on a named purchase order, machine hours per operation from a labelled ladder (current routing, closed-job actuals, the
rfq-to-quoteRuns the whole RFQ-to-quote chain end to end: reads the inquiry and its drawings, checks it against what the plant can build, drafts the questions back, returns a provisional bid/no-bid, pulls cost history, routings and closed-job actuals, builds an internal estimating model in Fusion where connecte
root-cause-capaReads sensor history, inspection measurements, maintenance records and prior tickets onto one verified timeline, runs the pattern checks in code rather than by eye — SPC drift, clustering by lot, shift, operator, machine and tool change, correlation with a maintenance event — then proposes ranked ca
supplier-escape-to-alternate-sourceRuns the cross-area chain from a nonconformance traced to purchased material through to an alternate-source RFQ: writes the NCR and its containment, establishes root cause against the supplier rather than the process, records the corrective action, then builds the sourcing package with a response fo
supplier-quote-requestBuilds the RFQ package that goes out to suppliers — drawing and specification at the verified current revision, the demand picture, the quality clause list, commercial terms, and a mandated response format that makes the returned bids comparable by construction. Lists everything missing. Hard stops
trade-study-reportTurns a filled-in trade study matrix and its analysis results into a scored comparison and a decision memo, with every score cited to its source. Runs the sensitivity analysis every time — where the winner flips, which criterion the decision actually rests on, whether an option never wins under any