NAICS Lookup

One business in, one NAICS 2022 code out. Web research reads the company's own site; a lookup takes 30–90 seconds and costs a few cents.

Bulk scoring (whole lead files) runs as background jobs: upload a CSV to the bucket and POST /jobs — see the runbook in aws/README.md of the naics-predictor repo.