Manufacturing
Manufacturing process automation that improves quality, reduces downtime, and streamlines production.
Manufacturing operations generate enormous volumes of data — sensor readings, quality inspection images, production logs, supplier records — much of it currently unused or manually reviewed. Automata builds AI automation for manufacturers that turns this data into operational improvements: computer vision systems that catch defects earlier, predictive maintenance that prevents breakdowns, and production workflow automation that reduces inventory costs.
Non-Conformance Report Processing
One of the automations Manufacturing teams ask us for most, step by step.
- Starts when 1
Non-conformance logged
- Result 2
Flag material for containment
- Result 3
Route for authorized disposition
- A Automata 4
Assess for systemic linkage
- Result 5
Close on full completion
How Manufacturing organisations use Automata
Computer Vision Quality Control
AI-powered visual inspection on production lines that identifies defects, dimensional errors, and surface anomalies with higher accuracy and speed than manual inspection.
70% reduction in defect escape ratePredictive Maintenance
Machine learning models trained on sensor data that predict equipment failures before they occur — enabling planned maintenance instead of emergency downtime.
40% reduction in unplanned downtimeSupply Chain Automation
Automated purchase order generation, supplier communication, delivery confirmation, and inventory management — reducing procurement overhead and stockout risk.
60% reduction in procurement adminProduction Reporting Automation
Production workflow automation that aggregates data from MES and SCADA systems into formatted management reports — OEE dashboards, quality metrics, and shift summaries.
80% reduction in reporting timeIoT Data Processing
Real-time processing and analysis of IoT sensor streams — temperature, vibration, pressure, and other operational parameters — with automated alerting and response workflows.
Real-time operational visibilityDocument Automation
Automated processing of supplier documents, compliance certificates, and quality records — extracting structured data for ERP integration and audit purposes.
85% reduction in document processing timeBuilt for your regulatory environment
Every automation system we build for Manufacturing organisations includes the compliance architecture that regulated environments demand — full audit trails, human oversight checkpoints, and data handling that meets GDPR and sector-specific requirements.
ISO 9001 quality management, EU machinery directive, GDPR (employee data), sector-specific certifications (CE, FDA depending on product).
Automations for Manufacturing
118 ready-to-deploy automations for jobs that come up again and again in manufacturing.
ABC Inventory Classification and Review Recalculate ABC (and XYZ) tiers from real revenue and usage data on a schedule, so review cadence and stock policy match current SKU behavior. Account Hierarchy Mapping Automatically map parent-child company records in Salesforce so territory and forecasting reflect real corporate structure, not guesswork. Automate 3-Way Invoice-to-PO Matching Automate 3-way matching of invoices, purchase orders and goods receipts. AI flags exceptions instead of forcing your AP team to chase every mismatch. Automate Cargo Insurance Certificate Issuance Generate and send cargo insurance certificates automatically per shipment value and terms, instead of a manual request-and-wait for every load. Automate Customs Documentation Preparation Generate accurate customs paperwork with per-country HS-code validation, cutting the clearance delays and fines a wrong code causes. Automate ISO Audit Checklists Generate ISO 9001 internal audit checklists from clause requirements and link evidence automatically, so audit prep stops starting from a blank sheet. Automate Proof of Delivery Capture and Filing Capture and file proof of delivery automatically as it comes in from drivers and carriers, matched to the order and ready for disputes. Automate Purchase Order Creation From Requisitions Generate purchase orders automatically from approved requisitions, matched to the right supplier, contract price and budget code. Automate Purchase Order Generation From Reorder Signals Generate draft purchase orders automatically when stock hits its reorder point, sized and routed correctly, instead of a manual PO-writing step. Automated Purchase Order Creation From Requisitions Automatically generate purchase orders from approved requisitions, with correct vendor, pricing and terms carried over without manual re-entry. Automated Supplier Quote Comparison Normalize and compare vendor quotes across price, lead time, payment terms and freight so the cheapest number stops winning by default. Automating Appointment Reminder and Confirmation Messaging Send appointment reminders and confirmations automatically, with two-way replies handled so a reschedule doesn't need a phone call. Automating Country-by-Country Reporting Data Automatically compile CbCR data across all group entities on a consistent basis, flagging entity-level inconsistencies before filing. Automating Damaged Shipment Claim Filing Assemble and file freight damage claims with photos, POD exceptions and valuation automatically, before the carrier's filing window closes. Automating Demand Forecast Generation Generate SKU-level demand forecasts that separate promotional and one-off events from real trend, refreshed automatically as new sales land. Automating Tax Provision Workpapers Automatically prepare tax provision workpapers from trial balance data, with permanent and temporary differences tracked and tied out. Automating Truck Stock Replenishment Trigger truck stock replenishment from parts actually consumed on jobs, restocking against each technician's real usage pattern automatically. Automating Work Order Creation From Service Requests Generate structured work orders automatically from service tickets and calls, with the detail a technician actually needs to show up ready. Batch Record Review and Release Documentation Automatically pre-screen batch records against spec before human release review, flagging deviations, missing entries, and out-of-spec results. Bill of Lading Generation and Audit Generate BOLs from order and shipment data automatically and audit them against the actual load before it leaves the dock, catching mismatches early. Bill of Materials Accuracy Checking Check bills of materials against engineering records and actual production consumption to catch drift before it causes a build error. Blanket PO Utilization Tracking Automatically track blanket PO utilization against value and time so nobody discovers it's exhausted mid-order or expiring unused. Calibration and Equipment Maintenance Record Tracking Automatically track calibration and maintenance records per instrument, flag overdue equipment, and quarantine out-of-tolerance results. Carrier Onboarding and Compliance Document Verification Collect and verify carrier authority, insurance and safety documentation automatically, so a new carrier isn't dispatched before compliance clears. Carrier Performance Scorecarding Build carrier scorecards automatically from real on-time, damage and billing-accuracy data, so renewal and allocation decisions run on evidence. Cold Chain Temperature Excursion Monitoring Monitor reefer temperature data continuously and flag an excursion in real time, before a full pallet of temperature-sensitive product is written off. Consignment Stock Tracking Track consignment inventory ownership, usage and billing separately from owned stock so vendor-owned units never get reported as yours. Container and Pallet Load Planning Plan container and pallet loads from real dimensions and weight limits so shipments use full capacity instead of guessing and rebooking. Contract Clause Library Gap Analysis Automatically scan your signed contract portfolio against a standard clause library, flagging missing indemnification, liability caps, and more. Cross-Border Product Classification Audit Audit your full product catalog's HS codes across destination markets before shipment, catching drift before it becomes a fine. Customer Credit Limit Checks Automatically check a customer's credit exposure against their limit before an order ships, blocking or flagging risk without slowing down clean orders. Customs Duty Classification Tracking Automatically maintain tariff classification per SKU, flag inconsistent codes across shipments, and monitor duty rate changes by product line. Cycle Count Scheduling and Variance Flagging Schedule cycle counts by risk and value, and flag variances that indicate a real process problem instead of routine counting noise. Dangerous Goods Documentation Compliance Verify UN numbers, packing groups and mode-specific DG documentation before shipment, cutting the rejection and regulatory risk of errors. Dead Stock Identification Flag genuinely dead stock, separated from slow-but-fine SKUs, with a recommended liquidation channel and recovery estimate — before it ages further. Deduction and Short Payment Resolution Automatically diagnose why customer payments arrive short of the invoice, categorize the deduction reason and route it for resolution or dispute. Demurrage and Detention Charge Tracking Track container free-time clocks per port and carrier, alert before charges accrue, and flag accrued charges worth disputing. Detecting Document Approval Workflow Bottlenecks Automatically analyze document approval workflows to identify which stage or approver is the recurring bottleneck, with data, not guesswork. Driver Hours-of-Service Compliance Tracking Track driver hours-of-service against ELD data continuously and flag a looming violation before dispatch assigns a route that can't be legally completed. Employee Grievance Document Review Automatically organize grievance case documents, flag missing steps against your procedure, and keep a defensible file for every complaint. Empty-Mile Backhaul Matching Match outbound deliveries with return-leg freight automatically, cutting empty miles instead of running the truck back with nothing loaded. ERP Data Migration Field Mapping Map and validate field-level data across a full ERP migration, general ledger, inventory, and vendor records included, before go-live cutover. ESG Supplier Screening Automatically screen prospective suppliers against ESG and sustainability criteria during onboarding, instead of finding out about a problem too late. Excess Inventory Write-Off Approval Routing Route excess and obsolete inventory write-offs to the right approver by dollar value and category automatically, with the backup docs attached. Export License and Denied Party Screening Screen every order against restricted party lists and export license requirements before shipment, not after a compliance breach. Field Technician Scheduling & Dispatch Dispatch technicians by skill match and availability, not just proximity, so the nearest-available tech isn't sent to a job they can't complete. First-Time-Fix Rate Analysis & Coaching Flags Analyze repeat-visit patterns by technician, job type and cause, surfacing specific coaching flags instead of a single blended fix-rate number. Fixed Asset Register and Depreciation Tracking Automatically maintain your fixed asset register and calculate depreciation, catching disposals and additions that a manual spreadsheet tends to miss. Freight Accessorial Charge Auditing Verify liftgate, residential and redelivery fees against actual shipment requirements before paying, so unwarranted charges get disputed. Freight Claims Subrogation Tracking Track recovery against the liable carrier after a cargo claim is paid out, so subrogation doesn't stall for lack of follow-up. Freight Consolidation Opportunity Detection Flag shipments to the same destination or lane that could combine into one load, before they go out separately at full separate freight cost. Freight Invoice Audit Against Contracted Rates Match every carrier invoice line against contracted rates and surcharge formulas before payment, so overcharges get caught, not paid. Inbound Receiving Discrepancy Flagging Flag over-shipments, short shipments and item mismatches against the PO the moment goods are received, before they reach put-away. Incoterms Compliance Checking on Shipping Documents Check commercial invoices, BOLs and insurance docs against the agreed incoterm before shipment, so cost and risk allocation actually matches. Industry Levy Compliance Tracking Automatically calculate and track industry-specific levies beyond gaming duty, environmental, insurance, or sector levies, per jurisdiction. Insurance Certificate Collection and Expiry Tracking Automatically collect, validate, and track certificates of insurance from vendors against contract-required coverage minimums, with expiry reminders. Intercompany Agreement Tax Documentation Automatically check that intercompany agreements are in place, current, and consistent with actual transactions and transfer pricing documentation. Intercompany Reconciliation Automatically match intercompany balances across entities before consolidation, catching FX, timing and elimination mismatches early. Inventory Aging and Obsolescence Flagging Track inventory age by SKU against category-specific obsolescence thresholds and flag risk early, before it turns into a forced markdown or write-off. Inventory Valuation Method Compliance Checking Check that inventory valuation stays consistent with the declared FIFO, LIFO or weighted-average method transaction by transaction, not just at close. Invoice-to-Contract Price Variance Flagging Automatically flag invoices priced differently than the negotiated contract rate, before small overcharges quietly compound across every order. ISO Certification Renewal Document Preparation Automatically assemble the evidence package for ISO recertification, cross-checked against clauses and prior audit findings, ahead of the audit. Kitting and Assembly Component Availability Checking Check every component in a kit or assembly against live stock before release, so production doesn't discover a shortage mid-build. Linking Customer Complaints to Quality Records Automatically classify incoming complaints and link them to the matching NCR, CAPA, or batch record, surfacing product-wide patterns. Load Board Posting and Carrier Matching Post open loads to multiple load boards automatically and match responding carriers against vetted criteria, instead of manual re-posting and vetting. Localizing Technical Manuals and User Documentation Automatically translate user manuals and technical documentation into Maltese, preserving step numbering, diagram references, and safety terms. Log Supplier Performance Incidents Automatically capture and log supplier performance incidents as they're reported, instead of complaints scattered across emails nobody compiles. Lost Shipment Claim Documentation and Filing Assemble tracing evidence and file a lost-shipment claim automatically once non-delivery is confirmed, before the carrier's filing window closes. Management Review Meeting Documentation and Action Tracking Automatically document QMS management review inputs and decisions, and track resulting actions to closure instead of losing them after the meeting. Monitor Supplier Contract Compliance Automatically track supplier SLAs, pricing terms and delivery commitments against actual performance, flagging breaches as they happen. Multi-Currency and Unit Data Normalization Normalize currency, unit of measure, and numeric formatting inconsistencies across systems before they distort financial or inventory reporting. Multi-Echelon Inventory Allocation Across Distribution Centers Allocate inbound stock across distribution centers by network-wide demand and service level, not by whichever DC orders loudest or first. Multi-Entity Financial Consolidation Automatically consolidate financials across entities with currency translation, elimination entries and chart-of-accounts mapping handled consistently. Multi-Warehouse Stock Transfer Optimization Recommend inter-warehouse transfers from real demand and transfer cost, so stock moves proactively instead of only after a stockout. NMFC Freight Class Classification Checking Calculate the correct NMFC freight class from actual shipment density before booking, avoiding carrier reclass fees and disputes. Non-Conformance Report Processing Automatically log non-conformance reports, route for disposition, and track containment and closure without losing the paper trail. Overtime and Shift Differential Calculation Automatically calculate overtime and shift differential pay against your actual policy rules, catching miscalculations before they reach a paycheck. Packing List to Shipment Reconciliation Match packing lists against orders and carrier pickup manifests before release, catching shortages before the customer does. Payroll Audit Trail Documentation Automatically capture a full audit trail for every payroll change, with reason codes and approval evidence, ready for an external audit. Payroll Data Entry From Timesheets Automatically pull hours from timesheets into payroll, applying pay codes and catching missing or implausible entries before the pay run. Preventive Maintenance Schedule Generation Generate PM work orders from runtime hours and manufacturer intervals, not a fixed calendar, so service happens when equipment actually needs it. Purchase Requisition Approval Routing Automatically route purchase requisitions for approval with real-time budget availability checked first, so approvers aren't guessing at remaining spend. QMS Document Control Automatically enforce document control for your quality management system: version, approval routing, controlled distribution, obsolete-copy recall. Quality Incident CAPA Tracking Automatically track corrective and preventive actions from a quality incident through root cause, implementation, and verified effectiveness. Quote Generation and Pricing Lookup Automatically generate accurate sales quotes from current pricebook data, with approval routing for discounts that fall outside standard thresholds. R&D Tax Credit Documentation Support Automatically capture contemporaneous R&D project documentation and time allocation, building a defensible credit claim as the work happens. Raw Material Yield and Scrap Variance Tracking Track actual material yield against BOM-expected yield per production run and flag scrap variance, so shrinkage doesn't hide inside 'normal loss'. Refreshing Transfer Pricing Benchmarking Data Automatically track when transfer pricing comparable sets and financial data are due for refresh, flagging results drifting outside the arm's-length range. Reorder Point Recalculation Calculate reorder points from real lead-time variability and demand patterns, not a flat trailing average that breaks during spikes. RMA Processing Automation Automatically validate return eligibility and generate RMA numbers and labels, escalating only the genuinely unusual return requests. Safety Stock Recalculation on Lead-Time Change Recalculate safety stock buffers automatically the moment a supplier's actual lead time shifts, instead of on a fixed annual review. Sales Tax Exemption Certificate Collection Automatically request and track sales tax exemption certificates from exempt customers, flagging expired or missing certificates before invoicing. Seasonal Inventory Buildup and Drawdown Planning Plan seasonal inventory buildup and drawdown from prior-year curves and current signals, timed to lead time so you're not stuck with leftovers. Serial Number and Lot Traceability Tracking Track every serial and lot number from receipt to shipment automatically, so a recall or warranty trace takes minutes instead of a manual paper hunt. Service Contract Renewal Reminders From Install Base Trigger service contract renewal outreach automatically from equipment install-base and expiry data, before coverage lapses and revenue quietly churns. Shipment Status Update Notifications Automatically notify customers of shipment status changes across carriers, cutting down 'where is my order' support tickets. SOP Compliance Monitoring Automatically compare how a process was actually executed against its written SOP, flagging deviations before they become audit findings. Spare Parts Inventory Matching to Work Orders Match spare parts to work orders from equipment model and fault, not just vague descriptions, so technicians arrive with the right part. Statutory Financial Statement Filing Tracking Automatically track statutory financial statement filing readiness and deadlines per entity, linking the audit sign-off to actual submission. Supplier Capacity Constraint Monitoring Track supplier order volume against known capacity limits and flag constraint risk before a PO gets rejected, delayed or partially filled. Supplier Onboarding and Due Diligence Checks Automate document collection and due diligence checks for new suppliers, with shell-company and sanctions red flags escalated, not just logged. Supplier Quality Audit Report Review Automatically extract findings from supplier quality audit reports, track corrective actions to closure, and flag repeat or worsening issues. Supplier Return and RMA Tracking Track supplier returns and RMAs from request to credit, with aging visibility so nothing sits open past the supplier's own return window. Supplier Risk Scoring From News and Financial Data Continuously score supplier risk from financial filings, news and credit signals, so a disruption is visible before it hits your delivery schedule. Supplier Scorecard Generation Automatically generate supplier scorecards from delivery, quality and pricing data, instead of a subjective quarterly rating filled in from memory. Tariff and Duty Classification Monitoring Monitor tariff schedule and duty rate changes against your actual HS codes and flag exposure before a shipment lands with an unexpected duty bill. Tax Provision True-Up Documentation Automatically compare the filed tax return against the prior provision estimate, documenting every true-up adjustment with its explained cause. Transfer Pricing Documentation Support Automatically assemble master file and local file transfer pricing documentation, cross-checked against actual intercompany transaction data. Union Collective Bargaining Payroll Compliance Automatically apply collective bargaining agreement pay rules by classification and seniority, flagging deviations before a grievance is filed. Validating Warranty Claims Automatically Automatically validate warranty claims against purchase date, product registration and coverage terms so agents only review genuinely borderline cases. Vendor Invoice Data Capture and OCR Extraction Extract line-item detail from vendor invoices in any layout or format and push clean, structured data straight into your accounting system. Vendor Lead-Time Performance Tracking Track quoted vs. actual supplier lead time per PO and flag drift automatically, so safety stock reflects real delivery reliability, not the quote. Vendor-Managed Inventory Replenishment Sync Sync live stock and consumption data to VMI suppliers automatically, so replenishment decisions run on current numbers, not a stale weekly export. Wage Garnishment Order Processing Automatically apply wage garnishment orders with correct priority and withholding limits, and track remittance to the issuing agency. Warehouse Dock Scheduling and Appointment Coordination Coordinate dock appointment scheduling automatically against real dock capacity and labor availability, cutting detention and trailer queuing. Warehouse Slotting Optimization Re-slot the warehouse from real pick data, not a one-time layout, so travel distance and pick time drop as velocity shifts. Warranty Eligibility Check at Dispatch Check manufacturer warranty coverage by serial number before dispatch, so technicians and customers both know if a repair is billable up front. Yard and Trailer Spotting Coordination Track trailer location and spotting priority across the yard automatically, so dock staff aren't searching the lot for the trailer they need next.
Get your first Manufacturing automation running
Pick one from the library, or describe the job. We'll confirm scope and a fixed price within one business day.