Insight doesn’t reach the P&L. Outcomes do.

Rivvun Executive Brief · Procurement & Supply Chain

Why the next generation of procurement software will be accountable and priced for verified results, not reports.

NU

Niranjan Umarane CPO & Co-Founder · Rivvun AI

Enterprises spent two decades building systems that faithfully record every purchase order, invoice and payment and another decade layering analytics on top to explain them. Both matter. Neither is accountable for whether the value your team negotiated actually reaches cost of goods sold. WorldCC’s 2025 research puts contract value lost after signature at 8.6–9.2% annually; BCG’s January 2025 survey of 570+ executives found companies captured only 48% of their cost-saving targets in 2024. The pattern is consistent: savings get negotiated, then quietly go unbanked.

The gap persists because a price variance report is not a saving. Between the record and the result sits work no team has the capacity to do: testing each invoice line against the governing contract, the index reset, the volume tier, the freight formula, the substitution rule. At roughly 200 lines per analyst per day, checking one mid-size category’s 340,000 annual lines is about seven analyst-years. So the checking never happens, and line items that each look defensible on their own compound into material erosion of margin.

The next rung of enterprise software

A system of outcomes closes that gap. Rivvun’s agents the Stewards read the contract, test every transaction line against entitlement and evidence, execute the corrective action inside your approval thresholds, and prove the result with audit-grade evidence. In direct spend, that means price, indexation, specification, freight, unit-of-measure, volume tiers and supplier terms verified through to finance-accepted savings. The agents do the analysis; category managers and finance keep every consequential decision. And it overlays the ERP and procurement systems you already run, no rip-and-replace.

This is not another dashboard your team has to decipher before deciding what to do. Rivvun’s agents run autonomously and continuously 24×7, across every agreement and every transaction line applying domain playbooks that encode how each category actually behaves: its indices, tiers, formulas, evidence requirements and permitted actions. The agents look for anomalies, qualify the opportunities worth pursuing, surface only the ones that matter, and see each one through to execution with human approval and oversight at every consequential step. Value capture stops being episodic a quarterly review, an annual recovery audit and becomes a continuous operating discipline. That is how outcomes get delivered on a mandate of four verbs:

The commercial model follows the accountability. Software priced per user or per workload bills for effort, whether or not value arrives. Rivvun is priced on the outcome the verified result.