
How we match 15,000 Receipts a day in under five seconds
How Alaan matches roughly 15,000 receipts a day with parallel AI readers, background workers, and a processing pipeline designed for speed and reliability.

How Alaan matches roughly 15,000 receipts a day with parallel AI readers, background workers, and a processing pipeline designed for speed and reliability.

Ranking across sources, measuring whether the ranking works, and getting the model to search at all.

How Alaan built Brain and Synapse—and how a retrieval scoring bug made missing code look like a confident, correct answer.