Numeric is a San Francisco-based, AI-native accounting platform that automates the month-end close for controllers, CFOs and senior accountants. Founded in 2020 by Parker Gilbert, Anthony Alvernaz and Andrew Bihl, it unifies close management, analytics and cash reconciliation into one system, using AI to draft flux (variance) explanations, reconcile accounts and flag anomalies in transaction data. Companies including Brex, Plaid, Wealthfront, OpenAI and Betterment use Numeric to close their books faster and with fewer manual steps. The company has raised roughly $89 million to date, capped by a $51 million Series B in November 2025.
Stacks is a London-based, AI-native enterprise finance platform that automates the month-end close. Its agentic AI handles the most manual workflows in accounting - reconciliations, journal entries and variance analysis - so finance teams can shift from process execution to analysis and decision-making. Founded by former Uber product lead Albert Malikov with a team drawn from Uber, Plaid, Mollie and Miro, Stacks raised a $23M Series A led by Lightspeed in February 2026 and counts 30+ enterprise customers including Pleo, Epidemic Sound, Cleo, Bloom & Wild and Nivoda.