Phyvant is in production at a Fortune-level commodity trader. These are real numbers, not projections.
Read case studyYears of transactions, vendor mappings, and audit trails bootstrap the knowledge graph.
Every query, correction, and decision enriches the graph in real time.
Expert corrections write back automatically. The system gets smarter every day.
Vendor #4471 in your NA ERP is CAN LLC in your EU system and Supplier-9182 in APAC. Your senior traders know this. Phyvant captures the mapping so every AI agent knows it too. Resolution time drops from hours to under one second.
VAT rules differ by jurisdiction, change quarterly, and have exceptions your team learned through years of corrections. Phyvant observes how your team actually handles reconciliation and generates the decision rules AI agents need.
Audit response reduced from 2-3 weeks to 45 minutes. The knowledge graph contains the complete history of entity mappings, corrections, and decision context. Auditors get verified provenance, not reconstructed narratives.
Which counterparties require special handling, which contracts have non-standard terms, which logistics routes have hidden constraints. Institutional knowledge that lived in your traders’ heads, now in the graph.
We connect to your systems and show results in the first week. No documentation phase. No consultants.