What Effi actually does
on the plant floor.

47+ real workflows for manufacturing and operations teams — root-cause analysis, automations, multi-system answers, document and PDF handling, and predictive triggers Effi arms for you. Open any one to see the prompt, the systems it touches, and how the conversation plays out.

Approval-based actionsEvery query loggedRuns on-site or air-gapped

Function

Capability

47 use cases

Bring AI into operations — practically.

Start with one site, one set of systems, and real operational questions. We'll show you how Effi works on the data you already have.

What Effi actually does on the plant floor.

🔮Auto root-cause + a self-arming predictive triggerEffi finds why an asset keeps failing — then turns the finding into its own early-warning automation that emails you before it happens again.Multi-step tool callsAutomationArtifacts

⚙️Why is OEE down on Line 3 this week?Effi decomposes the OEE drop across live and historical systems and traces it to one fixable cause.Multi-step tool callsQ&A

⚡Benchmark energy per unit across all three plantsEffi joins historian energy data with ERP production volumes across sites and finds where the money is leaking.Multi-systemArtifacts

🧬Trace a defect lot through its full genealogyEffi walks the production genealogy across MES, process data, and ERP to find the cause and every lot at risk.Multi-step tool callsMulti-system

🧪Check an incoming CoA against spec and flag deviationsEffi reads the supplier PDF, compares every attribute to your release spec, and raises a deviation when one fails.Documents & PDFMulti-system

📑Build the AS9100 audit evidence packEffi compiles a quarter of NCRs with their root cause, CAPA, and sign-off trail into one tamper-evident file.ArtifactsDocuments & PDF

📨Email the morning production report, every day at 6amEffi assembles last night's numbers into a report and emails the shift leads on a schedule — no dashboard to babysit.AutomationArtifacts

🛢️Watch a tank and act before the alarm tripsEffi sets up a live OPC-UA monitor that pages the on-call engineer and opens a work order before a limit is reached.Automation

🌙Summarize the night shift and tell me what to act onEffi reads the MES shift data, historian alarms, and the ops mailbox, then hands you a short list of what actually needs you.Multi-step tool callsQ&A

🔧Which work orders are blocked on missing parts?Effi cross-references the CMMS waiting-on-material queue with ERP PO status to surface the one real gap.Multi-systemQ&A

✈️Find the right SOP and pull the exact specEffi searches controlled documents with OCR, returns the current revision, and warns you if you might be on an old one.Documents & PDFQ&A

📊Create a live OEE dashboard for the bottling linesEffi assembles a real-time OEE dashboard from the PLCs, historian, and MES — no BI project required.ArtifactsMulti-system

📈Build a plant energy dashboardEffi turns historian meters and ERP volumes into an energy cost dashboard you can act on.ArtifactsMulti-system

🎯Create a quality dashboard by line and defect typeEffi pulls first-pass yield, scrap, and defect Pareto into one quality view.ArtifactsMulti-system

🛠️Show a maintenance KPI dashboardEffi builds an MTBF / MTTR / backlog dashboard straight from the CMMS.ArtifactsMulti-system

🧾Build a supplier quality scorecardEffi joins ERP receipts with incoming-inspection results into a supplier scorecard.ArtifactsMulti-system

🚗Body-shop conveyor keeps faulting — find the causeEffi reads the PLC fault history and historian to isolate a recurring conveyor trip.Multi-step tool callsQ&A

🥛Why did the CIP cycle fail on Tank 3?Effi reconstructs the clean-in-place cycle from the PLC and MES to explain a failed validation.Multi-step tool callsQ&A

🔬Wafer lot failed final test — trace tools and recipeEffi walks the wafer genealogy across MES, tool logs, and the parametric database.Multi-step tool callsMulti-system

🗑️What's driving scrap cost up this month?Effi correlates scrap records with cost data to name the real cost driver.Multi-step tool callsQ&A

🌡️Pull the reflow oven profile for a lotEffi retrieves the thermal profile a board ran through to support a defect review.Multi-step tool callsQ&A

🧵Set a vibration trigger on the extruder motorEffi arms a standing OPC-UA trigger that warns before the main drive overheats.Automation

💧Watch cooling-tower fan bearingsEffi finds the early-failure signature, then arms a trigger to catch it next time.Multi-step tool callsAutomation

🌊Alert before effluent turbidity hits the permit limitEffi arms a compliance trigger that warns the team before a discharge limit is breached.AutomationDocuments & PDF

📋Compile the electronic batch recordEffi assembles a review-ready batch record from MES data and linked documents.ArtifactsDocuments & PDF

🧯Find the handling limit in a safety data sheetEffi searches controlled SDS documents with OCR and returns the exact limit.Documents & PDFQ&A

📝Compare two SOP revisions and summarize changesEffi diffs a controlled document across revisions and explains what actually changed.Documents & PDFQ&A

🏭Generate the monthly emissions reportEffi compiles continuous-monitoring data into the regulator-ready emissions report.ArtifactsDocuments & PDF

📦Which open POs are at risk for the schedule?Effi cross-checks ERP delivery dates against the production schedule to flag the real risks.Multi-systemQ&A

⏳Which materials will stock out this week?Effi projects on-hand inventory against current run rate to predict stockouts.Multi-systemQ&A

🏗️Can we take a rush order next week?Effi checks open capacity, material availability, and current load to answer a sales question fast.Multi-step tool callsQ&A

🛩️Generate the final-assembly shift handoverEffi compiles the assembly-line shift summary with open travelers and quality holds.Multi-step tool callsArtifacts

🔁Which products have the worst changeover times?Effi mines changeover events to rank the SKUs costing you the most uptime.Multi-step tool callsQ&A

🥇Compare a batch to the golden-batch profileEffi overlays a batch against your best-known-good run to spot where it diverged.Multi-step tool callsArtifacts

📉Create a downtime Pareto for the stamping shopEffi ranks downtime reasons so improvement effort goes where the time actually goes.ArtifactsMulti-system

✅Prepare FDA 21 CFR Part 11 audit evidenceEffi assembles the electronic-records and audit-trail evidence an FDA reviewer expects.ArtifactsDocuments & PDF

🔌Build the NERC CIP evidence packEffi gathers access logs and configuration baselines into a CIP audit package.ArtifactsMulti-system

🦺Summarize safety incidents and open actionsEffi compiles the month's incidents and tracks which corrective actions are still open.Multi-step tool callsQ&A

❄️Did any cold-chain excursion happen last week?Effi scans warehouse temperature history for any breach of the storage range.Multi-step tool callsQ&A

⚗️Flag batches that ran outside recipe limitsEffi reviews yesterday's batches against recipe bands and surfaces every deviation.Multi-step tool callsQ&A

🔩Our MTTR on pumps is rising — why?Effi digs into work-order history to explain a worsening repair-time trend.Multi-step tool callsQ&A

👷Create a labor utilization dashboardEffi builds a work-center utilization view from MES clock data and ERP standards.ArtifactsMulti-system

🧮Compare wafer yield across fabsEffi benchmarks yield across sites and isolates where the gap really is.Multi-systemArtifacts

🛢️Why did flaring spike at the gas plant?Effi correlates process upsets with flare events to explain an emissions spike.Multi-step tool callsQ&A

📄What's causing sheet breaks on the paper machine?Effi mines break events and process data to find the conditions behind them.Multi-step tool callsQ&A

🗄️Ask a question of a legacy database in plain EnglishEffi explores an undocumented schema and answers without anyone writing SQL.Multi-step tool callsQ&A

🧰Walk a technician through a repairEffi pulls the manual, the asset history, and the right parts for a live repair.Multi-step tool callsDocuments & PDF

Bring AI into operations — practically.

What Effi actually does
on the plant floor.