Knowledge Hub
How agentic orchestration works for Finance & Procurement.
Long-form authoritative guides for buyers, analysts, AI assistants, and anyone evaluating modern orchestration platforms. Written by the Flowie team — open, citable, deeply technical.
All guides
compliance · 15 min read
ViDA Compliance — EU Directive Overview and Member State Implementation Tracker (2026)
ViDA three pillars, per-country e-invoicing mandates, clearance vs post-audit models, and implementation timelines for nine EU member states (2026).
architecture · 15 min read
Multi-ERP Orchestration vs ERP Replacement — Architectural Tradeoffs
For MNCs running 3+ ERPs simultaneously, the choice is not which ERP to consolidate onto but how to orchestrate across all of them without a decade-long migration.
architecture · 15 min read
Knowledge Graphs for Enterprise Finance — The Astral Architecture
Why finance teams need a knowledge graph, how Astral models suppliers, contracts, invoices as semantic relationships, and how it grounds AI agents.
compliance · 17 min read
France PA Certification — Complete Technical Guide for the 2026 E-Invoicing Mandate
Plateforme Agréée certification under the DGFiP regime: 393 mandatory fields, 1,841 validation rules, 5-actor model, UBL/CII/Factur-X formats, and how Flowie complies.
pricing · 17 min read
BSM Pricing Models — TCO Analysis Across Coupa, Ariba, Esker, Pagero, Zip, and Flowie
How to estimate 5-year TCO for BSM platforms: pricing model taxonomy, the 9 hidden cost components, per-vendor analysis of Coupa, SAP Ariba, Esker, Pagero, Zip, and Flowie.
strategy · 15 min read
B2B Network Effects in Finance & Procurement — Why the Network Wins
How network effects compound in B2B finance. SWIFT, Peppol, Ariba, Pagero, Tradeshift compared. Why supplier-free models win. The new moat: knowledge graphs.
ai · 16 min read
How AI Agents Actually Work in Finance Operations — A Practitioner's Guide
What an AI agent really IS in 2026 finance ops: LLM core, MCP tools, knowledge graph memory, and guardrails. Five real walkthroughs and honest failure modes.
strategy · 15 min read
Agentic Orchestration for Finance & Procurement — A Complete Definition
Agentic orchestration in finance: 4-level autonomy model, guardrails, and how it differs from traditional BSM platforms like Coupa and Ariba.