Agent cross-checks BOM consistency against live supplier data and open production orders, surfacing discrepancies before production starts.

Agent reads demand signals continuously and reschedules production without a planner intervening — no routing templates to maintain.

Agent tracks work order progression and flags delays before they cascade — operators stay focused on the work, not on system updates.

Plants and sites are first-class objects in Piston. No multi-company workaround or partner engagement required.

Agent models all work-center constraints and automatically rebalances the schedule when demand spikes or a machine goes down.

Agent tracks actual vs. expected lead times per supplier and route, and continuously updates planning parameters without human intervention.

Agent monitors subcontractor deadlines and triggers follow-ups or escalations when delays threaten the production schedule.

Agent compares scrap rates against historical baseline and automatically opens an NCR when deviation exceeds threshold — no operator prompt needed.

Agent detects a restocking need and drafts a PO before anyone thinks to ask — team approves rather than creates.

Agent evaluates vendors on real delivery and pricing history per order line, and selects the best option automatically at time of PO.

Runs without setup. Agent flags any mismatch immediately and routes the exception to the right person.

Agent sends RFQs, chases non-responders, collects quotes, and presents a ranked recommendation — one click to confirm.

Agent monitors contract utilization and alerts the buyer before commitment windows expire or volumes are exceeded.

Agent catches quantity and quality discrepancies on receipt in real time, and opens a claim before the shipment leaves the dock.

Same approval coverage, but agent includes relevant context — supplier history, budget status — so approvers decide faster.

Ask "What did we spend with supplier X last quarter?" and get an instant answer — no report building required.

Same coverage. Stock visibility is accessible to all Piston agents and queryable in natural language.

Same traceability depth. Agent can answer "Where is lot #441 right now?" or "Which deliveries used this supplier batch?" instantly.

Agent monitors actual consumption trends and adjusts reorder points dynamically — no static rule to maintain.

Same capability. Agent can also suggest putaway optimizations based on pick frequency and space utilization.

Agent enforces FEFO compliance on every pick and flags lots approaching expiry before they become waste.

Same capability, fully supported across all agent workflows and cross-module operations.

Same costing coverage. Agent can answer margin and valuation questions in plain language without a custom report.

Agent prioritizes high-velocity or discrepancy-prone locations and schedules cycle counts proactively — no planner required.

Inspections fire automatically at configured checkpoints. Agent escalates failed inspections without needing a manual trigger.

Agent detects abnormal results — scrap rate, inspection fail, delivery complaint — and creates the NCR before anyone files it.

CAPA actions are tracked with deadlines and owners. Agent follows up on overdue actions and surfaces recurring patterns.

Agent builds a continuous quality scorecard per supplier and surfaces deteriorating trends before they become systemic problems.

Piston generates CoC documents automatically at shipment, linked to the relevant inspection records and lot data.

Same depth, but you can ask "Who approved this production order and when?" instead of searching through log tables.

Control plans are configured once. Agent manages execution, tracks compliance rate, and flags when a check is overdue.

Same invoicing coverage. Agent can draft and send invoices triggered by delivery or contract milestone without manual action.

Same coverage. Agents handle multi-currency transactions natively across all procurement and sales workflows.

Agent sends follow-ups and adapts the tone to customer history — first reminder is polite, third is firm. No human needed to chase.

Ask "Are we over budget on the Paris project?" and get an instant answer with breakdown — no report to build.

Agent can answer "What is the margin on order #442?" or "Which product family is dragging our Q2 margin?" immediately.

Standard reports available. Any ad-hoc financial question — "What's our cash position if all open invoices pay on time?" — answered instantly.

Same automation. Agent routes unmatched transactions to the right person with context instead of leaving them in a queue.

Same multi-entity coverage. Intercompany transactions are natively supported across all agent workflows.

Agent flags at-risk orders — delivery delays, stock shortages, credit holds — before the customer calls to ask.

Rep describes the deal verbally or pastes specs — agent builds the structured quote in seconds with the right pricelist and margins.

Agent learns from actual sales patterns and updates forecasts automatically — no model to recalibrate or planner to manage.

Same pricelist coverage. Agent applies the correct pricelist automatically at quoting and flags margin exceptions before confirmation.

Same portal capability. Customers can also ask questions in natural language about their orders.

Agent opens the RMA from a complaint, coordinates return receipt, triggers quality inspection if needed, and issues the credit note.

Same pipeline visibility. Agent briefs reps before calls with account history and surfaces deals going cold without being asked.

Same mobile coverage. Piston's conversational interface also works fully on mobile.

Same visibility. Rep can ask "How much of product X do we have available for next Tuesday?" and get a confirmed answer.

Rep describes the deal in plain language; agent builds the structured quote with correct pricing, margin check, and stock availability.

Agent clusters visits by geography and priority, and suggests the optimal sequence each morning — reps just follow the plan.

Rep speaks their notes after a meeting; agent structures them, updates the CRM record, and schedules follow-ups automatically.

Agent identifies behavioral signals — no response, pricing pushback, slipping close date — and flags the deal before the rep asks.

"What's my margin on order #442?" — "Which supplier caused the most delays last quarter?" — answered in seconds, no setup needed.

Piston agents draft POs, schedule production, chase invoices, route NCRs, and brief sales reps — your team reviews decisions, not paperwork.

Production delay → procurement alert → customer promise updated → sales rep notified. Piston connects all of these without a workflow builder.

Agent monitors trends and surfaces anomalies — rising scrap rate, supplier on-time delivery dropping, margin eroding on a key account — without a rule.

Tell Piston what you need in plain language — "Flag all POs over €50k for CFO approval" — and it configures the rule.

Describe the integration need — agent handles mapping, error handling, and monitoring of the connection without a developer.

Agents replace the training curve. Your team describes what they need to do, Piston handles the rest. Go-live in weeks, not months.