Rivvun AI

Rivvun AI is an autonomous execution layer for enterprise finance that detects revenue and spend leakage in real time and runs governed corrective actions inside a company's own systems, with audit grade evidence for every step. Founded in 2026 by Anand Veerkar and Niranjan Umarane, both former senior executives at Icertis where they helped scale contract lifecycle management to roughly 350 million dollars in annual recurring revenue, alongside serial entrepreneur Patrick Linton, the Seattle company raised a 7.55 million dollar oversubscribed seed co led by Sitara Capital and 3one4 Capital. The founders left Icertis after seeing a consistent gap: negotiated terms were precise, but financial execution was not, and money owed under agreements went uncollected because no system enforced outcomes.

The platform runs two agent families. Spend Assurance works the buy side, verifying every dollar against entitlements, rebates, and procurement obligations at the point of decision and handling exceptions autonomously rather than just alerting. Margin Defense works the sell side, enforcing pricing integrity and revenue commitments from deal close to cash collection. Rather than a horizontal toolkit, Rivvun ships vertical specific agent logic and domain playbooks for pharma, healthcare, banking, consumer goods and retail, and industrial markets, on the reasoning that chargeback mechanics in pharma differ structurally from settlement gaps in banking. It installs as a non disruptive overlay on existing ERP, CRM, and procurement systems, with no rip and replace and deployment in weeks.

The design leans on supervised first onboarding: agents execute within policy guardrails, and enterprises define what runs autonomously versus what needs human review, which matters because an agent that initiates recovery against a supplier or customer touches real commercial relationships. The company ties its pitch to a number a CFO can see on the profit and loss statement rather than dashboards. As a seed stage company targeting five regulated verticals at once, the open questions are execution: whether vertical agents deliver accurate transaction level recovery across sectors, and how robust the contract interpretation layer is. For a Fortune 1000 finance team losing margin to unenforced obligations, Rivvun is an early but focused option built around measurable recovery.