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Negotiate against a distribution, not an anecdote
Most procurement benchmarks are a screenshot and a memory. A time-weighted median with a stated window and an auditable source is a different kind of argument.
Procurement
Bring your own rate card
Bulk match maps your line items to canonical products, then compares your contracted rate against the public distribution — including what share of the period public pricing sat below it.
Procurement
Auditable
Because observations are immutable, a benchmark cited in a negotiation can be reproduced months later exactly as it stood.
Endpoints that do this
Where it lands in the API.
Bulk match
Send up to 10,000 of your own rows and get canonical ids back, each with a method and a confidence — including the ones we refuse to guess at.
History
The observation series. Append-only — nothing is ever updated, so a replay reconstructs exactly what you were told and when.
Bulk export
The whole index, or your slice of it, as newline-delimited JSON or Parquet. Analysts should not paginate through an API to build a model.
Questions
Common questions.
Can we export for our own analysis?
Yes — NDJSON or Parquet, filtered to your categories and date range. Analysts should not paginate through an API to build a model.