Patterns

Patterns is a financial data automation platform designed to remove the repetitive, error-prone work that slows finance teams down. It automates core workflows like data reconciliation, cleaning, and analysis, then turns that foundation into usable outputs: trustworthy reports, clear explanations of metric movement, and actions that can flow back into your systems. The goal is simple—help teams move from spreadsheet triage to decision-making, without losing control, traceability, or audit readiness.

At the center of the product is Vega, an AI-powered finance partner that connects to your existing stack. Patterns integrates with tools such as Excel, SQL databases, QuickBooks, Brex, Stripe, and other operational systems like CRMs and product analytics platforms. By grounding AI in real business data, Vega can answer finance questions, generate investor-ready reporting, reconcile transactions, and maintain robust data trails that support audits and due diligence.

Using Patterns typically starts with connecting your financial and operational sources. From there, you can ask questions in natural language or select a report template for Vega to run. Vega returns the report and highlights what changed and why—helping teams understand fluctuating metrics, revenue drivers, or unit economics without manually stitching data together. When issues are found (like mismatched transactions, anomalies, or categorization errors), Patterns supports making corrections efficiently, including pushing fixes back to your books to keep records aligned. more