Workflow Automation in Paris, France

Industrial / Procurement / Workflow Automation / Paris

A Paris-headquartered industrial group (EUR 4.2B revenue, 12,000 employees, manufacturing operations across France, Germany, Spain, and Poland, corporate functions centralised in Paris) needed to automate its procure-to-pay (P2P) workflow. The existing process: (1) Purchase requisition — requisitions created by 800+ budget holders across 24 sites. Requisitions submitted through: email to procurement (38%), SAP requisition module (42% — but often with incomplete information requiring back-and-forth), and phone calls to procurement buyers (20% — no documented trail). A procurement coordinator team of 12 staff received, validated, and entered requisitions into SAP — average processing time: 2.8 days from request to purchase order creation. (2) Supplier selection and PO creation — 4,200 active suppliers across 14 countries. Procurement buyers manually selected suppliers based on: approved supplier lists (maintained in spreadsheets — not always current), historical pricing (searched through past POs — no centralised pricing database), preferred supplier agreements (documented in contract files — not accessible in workflow context), and urgency (emergency purchases bypassing normal supplier selection). PO creation: manual entry into SAP MM. Average 340 POs per week. PO accuracy: 91% (9% requiring correction — wrong supplier, wrong pricing, wrong delivery address). (3) Goods receipt and invoice matching — goods received at 24 sites confirmed by warehouse staff or end users. Confirmation methods varied by site: some used SAP GR module, others sent email confirmations, some used paper forms. Invoice matching (3-way match: PO vs goods receipt vs invoice) was performed by an AP (accounts payable) team of 18 staff in Paris. 62% of invoices matched automatically by SAP (within tolerance); 38% required manual investigation. Manual investigation average: 4.2 hours per exception. Monthly exception volume: 2,800 invoices requiring manual work. (4) Payment — payment runs processed weekly. French supplier payments: by virement bancaire (bank transfer — SEPA Credit Transfer). Payment terms varied by supplier (30, 45, 60, or 90 days — French law caps B2B payment terms at 60 days under Loi LME, with specific exceptions). Late payment penalties (taux directeur BCE + 10 points) frequently incurred — EUR 380K annually in late payment penalties due to processing delays. DGCCRF (Direction Generale de la Concurrence) audit risk for LME non-compliance. (5) CSE concern — the CSE had expressed concern about previous automation proposals, fearing job losses. Two prior automation initiatives had been blocked by CSE objections due to inadequate consultation.

We built end-to-end P2P automation on n8n (self-hosted in the group's French data centre — OVHcloud, for data sovereignty) over 14 weeks, with CSE consultation integrated from project inception: (1) CSE consultation — conducted before technical implementation began. CSE information meeting: presented business case, automation scope, impact analysis (which roles affected, how work content changes, redeployment plan), training programme, and timeline. CSE questions addressed: the automation does not eliminate AP/procurement positions — it redirects effort from manual data processing to supplier relationship management, spend analysis, and exception resolution. CSE-agreed commitments: zero forced redundancies, training programme for all affected staff, 6-month transition period with parallel running, and quarterly CSE update on automation impact. CSE gave favourable opinion after 2 consultation meetings (4 weeks). (2) Unified requisition intake: mobile-first requisition app replacing email, phone, and incomplete SAP entries. Budget holders submit requisitions via mobile app (iOS/Android) or web interface. Guided requisition: step-by-step form with: item description (free text with AI-suggested categorisation from historical data), quantity, required delivery date, delivery site (dropdown of 24 sites), budget code (pre-populated from the requestor's budget allocation), and suggested suppliers (automatically populated from approved supplier database based on item category and site). Automatic budget validation: requisition checked against available budget in real-time — over-budget requisitions flagged with escalation to budget owner. Requisition to PO: from 2.8 days to 4 hours (automated validation and approval routing). (3) Intelligent supplier selection: approved supplier database (replacing spreadsheets) — centralised, searchable, with current contract pricing, performance ratings, and compliance status. For requisitions matching existing contracts: automatic PO generation at contracted prices (no manual buyer intervention needed). For non-contract purchases: automated RFQ (request for quotation) to 3 qualified suppliers — responses collected, compared, and presented to the buyer for decision. PO accuracy: from 91% to 99.4% (automated data population and contract price application eliminating manual errors). (4) Automated 3-way matching: goods receipt: mobile confirmation app for warehouse staff and end users (scan barcode/QR code, confirm quantity and condition — replacing email, paper, and inconsistent SAP GR processes). Invoice processing: AI-powered invoice capture (OCR + machine learning — invoices received by email, postal mail scanned, or supplier portal) extracting: supplier, PO number, line items, quantities, amounts, and payment terms. Automated 3-way match: PO vs goods receipt vs invoice — tolerance-based matching (amount within 2%, quantity within 5%). Match rate: from 62% to 89% automatic match (reducing manual exceptions from 2,800 to 740 monthly). Exception handling: unmatched invoices routed to relevant buyer or site with specific discrepancy details (price variance, quantity mismatch, missing GR) — structured resolution workflow replacing email investigation. Average exception resolution: from 4.2 hours to 1.1 hours. (5) LME-compliant payment: automated payment scheduling based on invoice approval date and contracted payment terms — ensuring payment within LME-mandated 60-day maximum. LME monitoring dashboard: real-time view of invoices approaching payment term deadlines, with automated escalation for invoices at risk of late payment. Late payment penalty tracking: automated calculation and reporting. SEPA payment file generation: automated weekly payment runs with SEPA SCT file generation for bank submission. (6) Droit a la deconnexion compliance: all automated notifications (requisition approvals, PO confirmations, exception alerts) configured with time-based rules — notifications delivered only during French working hours (9h-18h, Monday-Friday, excluding jours feries). Urgent exceptions: only genuine supply chain emergencies (production line stoppage due to missing materials) trigger out-of-hours notifications, with documented justification.

P2P cycle time: requisition to payment from 38 days average to 14 days (63% reduction). Requisition to PO: from 2.8 days to 4 hours. Invoice 3-way match rate: from 62% to 89% automatic. Exception resolution: from 4.2 hours to 1.1 hours. Late payment penalties: from EUR 380K annually to EUR 42K (89% reduction — LME-compliant automated payment scheduling). DGCCRF audit readiness: LME compliance dashboard providing real-time evidence of payment term compliance. PO accuracy: from 91% to 99.4%. Staff impact: 30 AP/procurement staff redeployed (CSE-agreed — zero forced redundancies). 12 procurement coordinators redeployed to strategic sourcing and supplier management. 18 AP staff: 8 redeployed to spend analysis and financial planning, 6 to supplier relationship management, 4 retained for complex exception handling and system oversight. Supplier satisfaction: payment reliability improvement led to 4 suppliers offering early payment discount terms (2% 10 net 30) — generating EUR 180K annually in early payment discounts. CSE relationship: quarterly CSE updates confirmed positive automation impact. CSE representatives noted that staff job satisfaction improved — "people prefer analysing supplier performance to data entry." The successful CSE consultation became a model for subsequent automation projects within the group. Savings: total annual savings EUR 2.8M (staff redeployment EUR 1.4M, late payment penalty reduction EUR 338K, early payment discounts EUR 180K, reduced processing errors EUR 420K, operational efficiency EUR 462K). Development cost: EUR 245,000 over 14 weeks. Payback period: 4.5 weeks.