# Phacet Labs llms.txt # https://www.phacetlabs.com # Last updated: May 2026 ## What is Phacet? Phacet is a catalog of specialized AI Finance agents, deployed on a platform that makes them reliable in production. Each agent structures, controls, and exploits financial data on a specific finance workflow: invoice intake, mercuriale price checking, 3-way matching, bank reconciliation, contract terms extraction, expense report controls, intercompany flows, ARR reconstruction, and more. The agent is what the customer buys, understands, and activates in a few clicks. The platform underneath (smart Tables, native audit trail, AI Match, Detail View) is what makes the agent hold up in production. 40+ agents are available in the catalog, built on the real workflows of 100+ production clients. First agent goes live in under two weeks. Phacet is used by CFOs, RAFs, finance ops managers, accountants, controllers, procurement teams, and accounting firms. It targets growth-stage SMEs (50 to 500 FTEs) in non-tech industries: F&B, hospitality, retail and distribution, manufacturing, BTP, logistics. Accounting firms are both customers and a distribution channel: they use Phacet to deliver new advisory revenue lines to their SME clients. ## Tagline and POV **Tagline (EN)**: Your AI Apps for Finance Work **Tagline (FR)**: Vos applications IA pour le travail financier **Sub-heading**: AI agents that structure, control, and exploit your finance data. 40+ ready-to-use agents, built on the real needs of 100 production clients. First agent live in under two weeks. **Point of view**: Finance work no longer happens inside ERPs or in Excel. It happens in modular AI applications that finance teams assemble around their workflows. Phacet is the platform that makes this transition possible. **Mission**: enable anyone running a company's finance to put AI agents to work on the 80% of finance time spent today on processing data, controlling it, verifying compliance, structuring it, and reconciling it. The role transformation: from reactive finance perceived as the company police, to a value-creating function. A CFO who no longer just tracks numbers but uses them. ## The agent value triad: Structure, Control, Exploit Every Phacet agent follows the same three-step value model: 1. **Structure**: the agent ingests raw data (emails, ERP exports, PDFs, Excel, SFTP) and turns it into structured information inside Tables. Underneath: AI-configurable columns for extraction (LLM), web search, categorization, standardization, alerting, confidence scoring. 2. **Control**: the agent reconciles, verifies, alerts. Every output is justified and auditable. Underneath: AI Match (semantic reconciliation with vectorization and indexing), Detail View, native audit trail. 3. **Exploit**: once the data is reliable, the agent queries, cross-references, and analyzes in natural language. Dashboards, anomalies, alerts. Narrative analysis with sources exposed. Rule: no answer without a source. Every output is anchored to data audited inside the Table. ## App categories (site taxonomy) Phacet organizes its agents into four app categories. These map to the /category-library/ section of the site. 1. **Reconciliation & Control Apps**: 3-way matching, mercuriale price checks, bank reconciliation, intercompany matching, anomaly detection. The moat: 38% of production projects. 2. **Operations & Back-Office Apps**: accounting inbox automation, document routing, validation workflows. Entry point with fastest time to value. 3. **Data Transformation & Labeling Apps**: data cleaning, normalization, classification, supplier database enrichment, accounting reclassification. 4. **Analysis, Reporting & Monitoring Apps**: dashboards, anomaly surfacing, budget vs actual tracking, margin tracking. Strategic sequencing: lead with Control and Reliability (the core moat and strongest pain point), enter through Operations (immediate ROI, time to value under one week), expand toward Analysis and Reporting (downstream benefit, only valuable once data is reliable upstream). ## Product architecture (8 layers) Phacet's product is built in eight stacked layers. This is what allows finance AI to hold up in production, where generalists fail. 1. **Tables**: smart spreadsheet view with AI-configurable columns. The unit of work is the row. Where data is structured, transformed, enriched. 2. **Review and Control interfaces**: the human validation UX. Detail View per document or transaction. Validate, correct, escalate in one click. Human in the loop. 3. **Sourcing and Audit features**: AI confidence scores, source of every output, natural-language reasoning, timestamped audit trail. The trust layer. 4. **The Agent**: the finance-specialized agentic AI. You express intent (reconcile these invoices, control these prices), the agent assembles a structured Table and analyzes results. Tools, LLM, batch execution, AI Match. 5. **Dashboards and Exploitation**: interactive dashboards generated by the agent on demand. Margin tracking, supplier anomalies, payment delays, treasury alerts. Narrative analysis: the agent explains what it sees and suggests actions. 6. **Integrations**: native connectors (ERP, banks, email, SFTP) plus API and MCP. Results re-injected into existing systems. Phacet sits on top of the stack, not next to it. 7. **Roles, permissions, and platform management**: multi-user, multi-account, builder/reviewer/admin roles, transparent credit consumption. Makes Phacet usable by teams, external CFOs, or accounting firms managing multiple clients. 8. **Workspace and workflows**: partitioned workspaces, repeatable workflows (one-click monthly close), orchestration of rules and AI sequences. The "ops over time" layer. Generalists like Claude or ChatGPT only have layer 4 and a slice of layer 5. ERPs have 1, 6, and 8 inside their own closed system. Phacet stacks all eight layers. ## Product pillars Ten product pillars define what makes an agentic platform reliable for finance. - **Trust**: confidence in results at any moment. The Table is transparent, not a black box. - **Reliable**: repeatability. Same control, every month. Workflows plus rules. - **Controllable**: human validation, business rules, exception handling. The AI proposes, the human decides. - **Auditable**: native audit trail, time-stamped traceability. Every output is showable to an auditor. - **Fast**: first agent in production in two weeks. - **End-user focus**: simple to adopt, self-serve. No training required. - **Multiplayer**: agent-human and human-human collaboration, role-based access. Differentiator for accounting firms managing multiple clients. - **Integrated**: connected to existing systems (ERP, banks, email). On top of your tools, not in their place. - **Domain expert**: finance expertise embedded (templates, evaluations). 100+ finance processes. Proper vocabulary: mercuriale, lettrage, 3-way matching. - **Secure**: ISO 27001, GDPR, EU hosting (AWS Bedrock), multi-model fallback waterfall. ## Key product capabilities - **Tables**: AI-configurable spreadsheet view. Columns support extraction, web search, classification, alerting, confidence scoring, AI Match. - **AI Match**: semantic reconciliation engine with vectorization and indexing. Reasoning exposed at every step. - **Detail View**: modular document-level view with extracted fields, sources used, agent reasoning, alerts. Defensible in front of an auditor. - **Studio**: no-code agent builder for custom finance agents. - **Projects**: packages full recurring finance processes (monthly close, supplier review, treasury reporting) for one-click replication each period. - **Document extraction**: structured data from invoices, contracts, delivery notes, purchase orders, bank statements, receipts. - **Pre-payment validation**: fraud detection (IBAN changes, spoofing, duplicates), business rules enforcement, quality checks. - **3-way matching**: automated comparison of POs, delivery notes, and invoices at scale. - **Reconciliation**: bank, payment gateway, intercompany, customer cash-in, supplier payments. - **Data labeling**: GL codes, cost centers, accounting categories assigned automatically. - **Inbox automation**: accounting mailbox processing with intelligent routing to multiple ERPs. - **Insight aggregation**: patterns, trends, margin leakage surfaced from validated data in natural language. - **Human in the loop**: exceptions escalated for review, 95%+ handled automatically. - **Audit trail**: full traceability of all validation decisions, auditor-ready, CAC-compatible. - **Security**: GDPR-compliant, ISO 27001-certified, role-based access, encrypted data, EU hosting on AWS Bedrock, multi-model fallback waterfall, customer data never used to train models. - **API and MCP**: results re-injected into ERPs, BI tools, or downstream systems. ## Ideal customer profile **Primary segments (priority)**: - **Segment B**: SMEs with 50 to 150 FTEs, 1 finance person (CFO or RAF solo). Studio plans 299€ to 399€/month. - **Segment C**: SMEs with 150 to 500 FTEs, 2 to 3 finance people (CFO + accountants + controllers). Studio Max plans 599€ to 899€/month. **Selective**: - **Segment D**: structured mid-market, 500 to 2000 FTEs, 5 to 10+ specialized finance roles. Custom plans 12 to 15K€. **Not the target**: - **Segment A**: TPE under 50 FTEs with externalized finance. Trial only. - **Tech / SaaS companies**: modern tools already in place, internal capabilities, build vs buy reflex. **Industries (priority order)**: 1. Goods and physical flows: hospitality, F&B, retail, BTP, manufacturing, logistics. Same verticals as Agicap and Moonramp. 2. Services: consulting, audit, agencies, interim. 3. Accounting firms: dual value as customers and as a distribution channel for SME advisory. **Strong fit signals**: decisions before payment or closing, manual checks using PDFs and Excel, sampling-based validation, volume that makes sampling insufficient, recent growth that outpaced finance headcount. **Weak fit signals**: desire for zero human review, no clear decision owner, pure archiving needs, low financial or legal risk. ## Competitive framing Phacet sits between transactional systems and human action. - **ERPs (SAP, Sage, Cegid, Pennylane)**: strong at recording transactions inside their own system. Weak at cross-system control, agent execution, exposing AI reasoning. Phacet sits on top, fills their execution gaps. - **AI-native ERPs (Pennylane)**: all-in-one for the low end. Complementary, not competitor. - **Generalist AI (Claude, ChatGPT, Dust)**: powerful for ad-hoc analysis. No knowledge of your suppliers, price references, or accounting rules. No audit trail. Not trained on real finance deployments. - **Vertical SaaS + AI (Agicap, Yooz, Dext, Esker)**: each owns one workflow. Phacet orchestrates between these tools and adds the control layer that no one else covers. - **Capture and dematerialization (Yooz, Dext)**: capture documents. Phacet validates them before payment. - **Forecasting (Agicap)**: forecasts cash flow. Phacet validates the data feeding the forecast. The differentiation versus ChatGPT and Claude: "Generalist AI tools are remarkable, but they don't know your suppliers, your price references, or your accounting rules. They don't produce an audit trail. And they haven't been trained on 100+ real finance deployments." ## Pricing Plans start at 299€/month. The 69€ Pro plan has been discontinued. - **Studio (Segment B)**: 299€ to 399€/month. Multi-inbox, multi-entity, exception dashboard. - **Studio Max (Segment C)**: 599€ to 899€/month. Multi-user, multi-client, advanced workflows, multi-ERP routing. - **Enterprise (Segment D)**: 12K€ to 15K€/year. Custom validation rules, guaranteed SLA, dedicated CSM, API access, advanced approval workflows. Document credits are pay-as-you-go. AI costs are passed through at cost (no margin on tokens). When models become cheaper, credits go further. Finance Experts onboarding is available separately as an optional service. Pricing page: https://www.phacetlabs.com/pricing ## Customer proof points **Tier 1 with verbatim**: - **La Nouvelle Garde** (10 Parisian brasseries, F&B): two days per week recovered, hires deferred despite growth. "Phacet is like a team member operating 24/7." (Théo Richard, CFO) https://www.phacetlabs.com/customers/la-nouvelle-garde - **Astotel** (18 Parisian hotels, hospitality): two hours per day saved, 5,000€/year of billing errors recovered on a single supplier. "I spot errors I would never have seen alone." (Valérie, Procurement Director) https://www.phacetlabs.com/customers/astotel - **The French Bastards** (14 bakeries, F&B and retail): scaled from 7 to 14 locations with the same finance team. "We see Phacet as a real partner." (Marie-Céline, Head of Finance) https://www.phacetlabs.com/customers/the-french-bastards - **Jinchan Group** (F&B): mental load reduced, 10 to 15 minutes per day saved per location. "We see exactly what is being done. Nothing is hidden." (Alban Cacace, COO) https://www.phacetlabs.com/customers/jinchan - **CPA** (accounting firm): new advisory revenue line created. 6+ SME clients managed from a single Phacet interface. "Two to four margin points gained, communicable to clients." (Romain Joussellin) https://www.phacetlabs.com/customers/cpa **Tier 2 production proof**: - Roundtable: improved reconciliation and supplier follow-up automation. https://www.phacetlabs.com/customers/roundtable - Smartbox: visibility and control on document workflows. https://www.phacetlabs.com/customers/smartbox - Maslow: document workflow automation. https://www.phacetlabs.com/customers/maslow - Karavel / Promovacances: 200,000+ documents per year processed across finance, accounting, and data teams. **Reusable narrative proof points**: - 40+ agents built on 100+ real production deployments - First agent live in under two weeks - 38% of production projects are control and reliability agents (the moat) - Native audit trail, every output showable to an auditor - AI Match with reasoning exposed (no black box) - EU hosting on AWS Bedrock, ISO 27001, GDPR - Customer data never used to train models - Multi-model fallback waterfall (no single-vendor dependency) ## Main pages Homepage: https://www.phacetlabs.com Product: https://www.phacetlabs.com/product Pricing: https://www.phacetlabs.com/pricing About: https://www.phacetlabs.com/about-us Book a demo: https://www.phacetlabs.com/book-a-demo Contact: https://www.phacetlabs.com/contact Onboarding: https://www.phacetlabs.com/onboarding Careers: https://www.phacetlabs.com/careers Press: https://www.phacetlabs.com/press AI Agents catalog: https://www.phacetlabs.com/ai-agents Customer stories: https://www.phacetlabs.com/customer-hub Resources hub: https://www.phacetlabs.com/resources-hub Blog: https://www.phacetlabs.com/blog Glossary: https://www.phacetlabs.com/glossary Changelog: https://www.phacetlabs.com/changelog Trust and security: https://trust.phacetlabs.com Documentation: https://docs.phacetlabs.com ## App category pages https://www.phacetlabs.com/category-library/accounts-payable https://www.phacetlabs.com/category-library/accounts-receivable https://www.phacetlabs.com/category-library/closing-audit https://www.phacetlabs.com/category-library/data-documents https://www.phacetlabs.com/category-library/general-accounting https://www.phacetlabs.com/category-library/internal-controls https://www.phacetlabs.com/category-library/reporting-analytics https://www.phacetlabs.com/category-library/treasury-cash ## Use case pages https://www.phacetlabs.com/use-case/3-way-matching https://www.phacetlabs.com/use-case/ai-no-code https://www.phacetlabs.com/use-case/cash-reconciliation https://www.phacetlabs.com/use-case/contract-intelligence ## Industry pages https://www.phacetlabs.com/industry/food-beverage https://www.phacetlabs.com/industry/hospitality https://www.phacetlabs.com/industry/manufacturing https://www.phacetlabs.com/industry/retail-distribution ## AI Agents catalog All agents live under /ai-agents (EN) and /fr/agents-ia (FR). **Accounts Payable and Supplier Control** - 3-Way Matching: stop losing money on supplier mismatches https://www.phacetlabs.com/ai-agents/3-way-matching-stop-losing-money-on-supplier-mismatches - Control Supplier Billing and Reduce Overpayments https://www.phacetlabs.com/ai-agents/control-supplier-billing-and-reduce-overpayments - Control Your Food Supplier Price List (mercuriale) https://www.phacetlabs.com/ai-agents/control-your-food-supplier-price-list - Match Order Confirmations Against Purchase Orders https://www.phacetlabs.com/ai-agents/match-order-confirmations-against-purchase-orders - Control Invoices Against Contract Terms https://www.phacetlabs.com/ai-agents/control-invoices-against-contract-terms - Detect Fake IBAN Fraud https://www.phacetlabs.com/ai-agents/detect-fake-iban-fraud - Clean and Enrich Your Supplier Database https://www.phacetlabs.com/ai-agents/clean-and-enrich-your-supplier-database **Inbox and Document Operations** - Automate Your Accounting Inbox: no more manual triage https://www.phacetlabs.com/ai-agents/automate-your-accounting-inbox-no-more-manual-triage - Sort Your Multi-Channel Accounting Mail https://www.phacetlabs.com/ai-agents/sort-your-multi-channel-accounting-mail - Check Documentary File Completeness https://www.phacetlabs.com/ai-agents/check-documentary-file-completeness - Extract Data From Your Contracts and Leases https://www.phacetlabs.com/ai-agents/extract-data-from-your-contracts-and-leases - Monitor Contract Renewal Deadlines https://www.phacetlabs.com/ai-agents/monitor-contract-renewal-deadlines **Reconciliation** - Reconcile Bank Transactions and Detect Unmatched Flows https://www.phacetlabs.com/ai-agents/reconcile-bank-transactions-detect-unmatched-flows - Reconcile Payment Gateway, Bank and ERP Flows https://www.phacetlabs.com/ai-agents/reconcile-payment-gateway-bank-and-erp-flows - Reconcile Intercompany Flows https://www.phacetlabs.com/ai-agents/reconcile-intercompany-flows - Reconcile Hedge Settlements https://www.phacetlabs.com/ai-agents/reconcile-hedge-settlements - Reconcile Balance Sheet Accruals (HR / Payroll) https://www.phacetlabs.com/ai-agents/reconcile-balance-sheet-accruals-hr-payroll - Reconcile Your Ops Tool and Your ERP https://www.phacetlabs.com/ai-agents/reconcile-your-ops-tool-and-your-erp - Control POS Cash Across All Your Sites https://www.phacetlabs.com/ai-agents/control-pos-cash-across-all-your-sites - Automate French-Style Account Matching (lettrage) https://www.phacetlabs.com/ai-agents/automate-french-style-account-matching **Data Labeling and Reclassification** - Automatically Label Supplier Transactions for Margin Tracking https://www.phacetlabs.com/ai-agents/automatically-label-supplier-transactions-for-margin-tracking - Standardize and Reclassify Accounting Data at Scale https://www.phacetlabs.com/ai-agents/standardize-and-reclassify-accounting-data-at-scale - Reclassify N Client Portfolios in Parallel https://www.phacetlabs.com/ai-agents/reclassify-n-client-portfolios-in-parallel - Check Your Analytical Mapping Table https://www.phacetlabs.com/ai-agents/check-your-analytical-mapping-table - Check ERP / CRM Billing Consistency https://www.phacetlabs.com/ai-agents/check-erp-crm-billing-consistency **Expense and Spend Control** - Automate Expense Report Controls https://www.phacetlabs.com/ai-agents/automate-expense-report-controls - Monitor Card Spend and Detect Duplicate SaaS Tools https://www.phacetlabs.com/ai-agents/monitor-card-spend-and-detect-duplicate-saas-tools **Reporting and Monitoring** - Track Budget vs Actual Variances https://www.phacetlabs.com/ai-agents/track-budget-vs-actual-variances - Rebuild Your ARR From Invoices https://www.phacetlabs.com/ai-agents/rebuild-your-arr-from-invoices ## Blog https://www.phacetlabs.com/blog/accounting-inbox-automation https://www.phacetlabs.com/blog/accounts-payable-controls https://www.phacetlabs.com/blog/ai-3-way-matching-automation-payment-traceability https://www.phacetlabs.com/blog/ai-agents-accounting-automation-2026 https://www.phacetlabs.com/blog/ai-agents-accounting-autonomous-finance-team https://www.phacetlabs.com/blog/ai-agents-banking-automation-2026 https://www.phacetlabs.com/blog/ai-agents-finance-agentic-revolution-intelligent-automation https://www.phacetlabs.com/blog/ai-agents-finance-control https://www.phacetlabs.com/blog/ai-automation-roi-finance-cost-center-to-value-driver https://www.phacetlabs.com/blog/ai-cash-flow-automation-predictive-finance https://www.phacetlabs.com/blog/ai-expense-management-automation https://www.phacetlabs.com/blog/ai-financial-data-automation-end-to-end-transparency https://www.phacetlabs.com/blog/ai-for-finance-teams-automate-and-elevate-strategy https://www.phacetlabs.com/blog/ai-powered-financial-workflow-automation-strategic-value https://www.phacetlabs.com/blog/ai-powered-invoice-reconciliation-software-smart-finance https://www.phacetlabs.com/blog/ai-powered-procurement-real-time-control-visibility https://www.phacetlabs.com/blog/ai-purchase-to-pay-automation-financial-control https://www.phacetlabs.com/blog/ai-supplier-invoice-verification-cost-compliance https://www.phacetlabs.com/blog/ar-automation-ai-financial-intelligence-2026 https://www.phacetlabs.com/blog/automate-financial-planning-ai-2026 https://www.phacetlabs.com/blog/automate-financial-reporting-ai-2026 https://www.phacetlabs.com/blog/automated-financial-controls https://www.phacetlabs.com/blog/beyond-rpa-ai-agents-finance-automation-2026 https://www.phacetlabs.com/blog/consistent-ai-data-labelling-financial-decisions https://www.phacetlabs.com/blog/continuous-close-finance https://www.phacetlabs.com/blog/continuous-finance-control https://www.phacetlabs.com/blog/data-reconciliation-finance https://www.phacetlabs.com/blog/digital-finance-transformation-2026 https://www.phacetlabs.com/blog/duplicate-invoice-prevention https://www.phacetlabs.com/blog/finance-process-automation-2026 https://www.phacetlabs.com/blog/finance-processes-to-automate-sme https://www.phacetlabs.com/blog/financial-anomaly-detection-ai https://www.phacetlabs.com/blog/financial-data-quality https://www.phacetlabs.com/blog/food-cost-control-software https://www.phacetlabs.com/blog/how-can-you-ensure-the-confidentiality-of-data-entrusted-to-ai-agents https://www.phacetlabs.com/blog/implement-ai-in-finance-strategic-steps-cfos https://www.phacetlabs.com/blog/intelligent-automation-in-finance-2026 https://www.phacetlabs.com/blog/intelligent-document-processing-ai-finance https://www.phacetlabs.com/blog/intelligent-document-processing-financial-services-2026 https://www.phacetlabs.com/blog/invoice-control-before-payment https://www.phacetlabs.com/blog/invoice-data-extraction-validation-before-erp https://www.phacetlabs.com/blog/invoice-fraud-detection-ai https://www.phacetlabs.com/blog/invoice-matching-software https://www.phacetlabs.com/blog/invoice-price-validation https://www.phacetlabs.com/blog/invoice-sampling-vs-100-percent-validation https://www.phacetlabs.com/blog/invoice-triage-automation https://www.phacetlabs.com/blog/invoice-validation-before-erp https://www.phacetlabs.com/blog/mercuriale-pricing-control https://www.phacetlabs.com/blog/month-end-close-risks https://www.phacetlabs.com/blog/multi-site-finance-control https://www.phacetlabs.com/blog/no-code-finance-automation-2026 https://www.phacetlabs.com/blog/payment-processing-automation-2026 https://www.phacetlabs.com/blog/pre-decision-invoice-control https://www.phacetlabs.com/blog/pre-payment-fraud-prevention-controls https://www.phacetlabs.com/blog/prevent-supplier-overpayment https://www.phacetlabs.com/blog/restaurant-invoice-validation https://www.phacetlabs.com/blog/shorten-month-end-close https://www.phacetlabs.com/blog/spend-anomaly-detection https://www.phacetlabs.com/blog/supplier-invoice-approval-workflow-controls https://www.phacetlabs.com/blog/supplier-invoice-validation-software https://www.phacetlabs.com/blog/supplier-pricing-compliance https://www.phacetlabs.com/blog/three-way-matching-automation https://www.phacetlabs.com/blog/what-is-the-purpose-of-an-ai-agent ## Podcast https://www.phacetlabs.com/podcast/how-ai-is-redefining-the-value-of-back-office-work https://www.phacetlabs.com/podcast/how-ai-is-reinventing-the-finance-function-with-rodolphe-ardant-founder-of-spendesk https://www.phacetlabs.com/podcast/how-ai-is-transforming-billing-and-revenue-management https://www.phacetlabs.com/podcast/how-ai-is-transforming-the-enterprise https://www.phacetlabs.com/podcast/how-lemlist-eu42m-arr-100-bootstrapped-uses-ai-across-its-products-and-operations-to-scale https://www.phacetlabs.com/podcast/how-mirakl-is-transforming-its-operations-and-its-market-through-ai https://www.phacetlabs.com/podcast/how-tomorro-built-its-product-around-ai https://www.phacetlabs.com/podcast/linkup-eu10m-to-build-the-search-engine-ai-agents-actually-need https://www.phacetlabs.com/podcast/why-agicap-tested-an-ai-assistant-and-then-removed-it ## Webinar https://www.phacetlabs.com/webinar/unlock-ai-powered-finance-workflows-from-data-chaos-to-clarity ## Glossary https://www.phacetlabs.com/glossary/accounting-automation https://www.phacetlabs.com/glossary/accounts-payable-automation https://www.phacetlabs.com/glossary/accounts-payable-kpis https://www.phacetlabs.com/glossary/accounts-receivable-automation https://www.phacetlabs.com/glossary/advance-payment-control https://www.phacetlabs.com/glossary/agentic-platform https://www.phacetlabs.com/glossary/ai-adoption-strategy https://www.phacetlabs.com/glossary/ai-agent https://www.phacetlabs.com/glossary/ai-citation-and-explainability https://www.phacetlabs.com/glossary/ai-model-supervision https://www.phacetlabs.com/glossary/ai-workflow https://www.phacetlabs.com/glossary/api-integration https://www.phacetlabs.com/glossary/arr-reconciliation https://www.phacetlabs.com/glossary/audit-ready-finance-processes https://www.phacetlabs.com/glossary/audit-trail https://www.phacetlabs.com/glossary/automation-template https://www.phacetlabs.com/glossary/back-office-automation https://www.phacetlabs.com/glossary/bank-data-validation https://www.phacetlabs.com/glossary/bank-reconciliation-automation https://www.phacetlabs.com/glossary/cegid https://www.phacetlabs.com/glossary/change-management-in-ai-projects https://www.phacetlabs.com/glossary/closing-data-reliability https://www.phacetlabs.com/glossary/cognitive-automation https://www.phacetlabs.com/glossary/continuous-close-control https://www.phacetlabs.com/glossary/continuous-finance-control https://www.phacetlabs.com/glossary/continuous-finance-validation https://www.phacetlabs.com/glossary/contract-analysis https://www.phacetlabs.com/glossary/contract-price-indexation-clause https://www.phacetlabs.com/glossary/control-at-scale https://www.phacetlabs.com/glossary/cost-center-invoice-routing https://www.phacetlabs.com/glossary/cost-of-inaction https://www.phacetlabs.com/glossary/cost-reduction-through-automation https://www.phacetlabs.com/glossary/crm-billing-erp-coherence https://www.phacetlabs.com/glossary/cross-entity-finance-control https://www.phacetlabs.com/glossary/custom-ai-agent https://www.phacetlabs.com/glossary/data-alignment-across-systems https://www.phacetlabs.com/glossary/data-governance https://www.phacetlabs.com/glossary/data-labeling https://www.phacetlabs.com/glossary/data-matching https://www.phacetlabs.com/glossary/data-normalization https://www.phacetlabs.com/glossary/data-reconciliation-logic https://www.phacetlabs.com/glossary/data-trustworthiness https://www.phacetlabs.com/glossary/decision-grade-data https://www.phacetlabs.com/glossary/decision-grade-data-preparation https://www.phacetlabs.com/glossary/decision-validation-layer 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Most pages mirror under /fr/ with translated slugs. **Main FR pages** - Homepage: https://www.phacetlabs.com/fr - Product: https://www.phacetlabs.com/fr/produit - Pricing: https://www.phacetlabs.com/fr/tarifs - About: https://www.phacetlabs.com/fr/a-propos - Book a demo: https://www.phacetlabs.com/fr/book-a-demo - Sign up: https://www.phacetlabs.com/fr/inscription - Contact: https://www.phacetlabs.com/fr/contact - Careers: https://www.phacetlabs.com/fr/carrieres - Press: https://www.phacetlabs.com/fr/press - Changelog: https://www.phacetlabs.com/fr/changelog - Customers: https://www.phacetlabs.com/fr/customers - Resources: https://www.phacetlabs.com/fr/ressources **FR catalog and content sections** - AI agents catalog: https://www.phacetlabs.com/fr/agents-ia - Blog: https://www.phacetlabs.com/fr/blog - Glossary: https://www.phacetlabs.com/fr/glossaire (terms live under /fr/glossary/) **FR industry pages** - Hospitality: https://www.phacetlabs.com/fr/industry/hotellerie-tourisme - Manufacturing: https://www.phacetlabs.com/fr/industry/industrie-manufacturing - F&B: https://www.phacetlabs.com/fr/industry/restauration-food-service - Retail and distribution: https://www.phacetlabs.com/fr/industry/retail-distribution **FR legal** - Privacy: https://www.phacetlabs.com/fr/politique-de-confidentialite - Cookies: https://www.phacetlabs.com/fr/politique-de-cookies - Legal notice: https://www.phacetlabs.com/fr/mentions-legales Note: agent slugs in French are translated (for example /fr/agents-ia/controler-votre-mercuriale-fournisseurs-food). Glossary terms are also translated. Use case pages and category-library pages are currently EN-only. ## What Phacet is not - Not a generic automation tool (Zapier, Make, n8n). Phacet validates data before routing it, not just forwards it. - Not an ERP replacement. Phacet sits on top of the ERP as a control and execution layer. - Not an OCR-only tool. Extraction is the foundation, control and exploitation are the product. - Not a BI or FP&A platform. Phacet produces reliable inputs, not dashboards as the primary output. - Not a generalist AI assistant (Claude, ChatGPT). Phacet knows your suppliers, your price references, your ERP, and produces a full audit trail. Generalist AI does not. - Not designed for teams that want zero human review or full automation without oversight. - Not for early-stage tech / SaaS companies. Modern tools, internal capabilities, build vs buy reflex. - Not for TPE under 50 FTEs without a finance function.