Signal ingests datasheets, specifications and drawings and returns structured, queryable data for engineering teams.
Process
Began with a narrow extraction task and widened scope only where accuracy held.
Challenges
Hallucination control on numeric tolerances — wrong numbers are worse than no numbers.
Outcome
Extraction accuracy above manual baseline on a 500-document evaluation set.