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Stakari Blog

Finance intelligence,
built for builders

Product updates, finance operations playbooks, and the engineering behind Stakari.

AllProductFinance TipsEngineeringCompany
Engineering9 min read

Building Real-Time Financial Ingestion at Scale

How we process 50,000+ transactions daily with sub-second latency, zero message loss, and a team of five engineers.

NH

Ndifoin Hilary

June 4, 2026

Engineering7 min read

How Stakari Classifies Transactions with 94% Accuracy

Automatic categorization is only useful if it's right. Here's the NLP pipeline, training data, and feedback loop that get us to production-grade accuracy.

NH

Ndifoin Hilary

April 22, 2026

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