How it works · Datasheet intelligence
Ground firmware AI in your datasheets.
Register names, bit fields, and timings live in thousand-page PDFs. Flash indexes them and answers from the source, with citations — not from a model's fuzzy memory.
How it works
Find the part
An MPN resolver maps the components on your board against a bundled library of ~5k parts and fetches the matching datasheet.
Read it properly
Each datasheet is extracted, chunked, and embedded — then searched with a hybrid of keyword and semantic retrieval, not a blurry skim.
Answer with citations
Register maps, timings, and pinouts come back grounded in the actual page, with a citation you can open — so you can trust the answer.
From question to evidence
Engineering question
Ask about a register, timing limit, electrical constraint or initialization sequence.
Retrieved evidence
Hybrid search selects the relevant datasheet passages and preserves the source-page reference.
Reviewable answer
The agent answers from those passages and returns citations an engineer can open and verify.
Why it matters
Grounded beats guessed — especially on a register map.
A wrong bit field is a silent bug that costs a day on the bench. Because answers cite the datasheet, a junior can verify them and a senior can trust them — and indexing runs locally, so the datasheet never leaves your network.