Blog
Ideas, updates, and technical deep dives
What we are building, how we are building it, and why it matters for financial data infrastructure.
Engineering
Building the Data Layer for Modern Finance
How we designed a unified API that normalizes financial data across 12,000 institutions. The architecture decisions that let us scale to millions of requests.
Product
Introducing the AI Caretaker Architecture
Our approach to intelligent data reconciliation uses lightweight ML models to detect anomalies and suggest corrections without human intervention.
Company
Our SOC 2 Type II Journey
What we learned building security-first infrastructure from day one. The tools, processes, and mindset shifts that got us certified in under a year.
Company
Why We Open-Source Our Core Libraries
Financial infrastructure should be transparent. We explain why we publish our data normalization logic and what it means for the ecosystem.
Engineering
Deep Dive: Plaid Integration Patterns
A technical walkthrough of how we handle Plaid webhooks, manage token refresh, and maintain connection health across our customer base.
Engineering
Financial Data Normalization at Scale
Banks describe the same transaction in dozens of ways. Here is how we built a classification system that handles edge cases gracefully.
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