API v1StableLast updated Oct 2026Changelog →
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Which API should I use?

Match the question you need answered to the right endpoint.

Know what you need? Call it directly. Not sure? Send your data to /analyze and it runs the operations that fit.

Prepare: clean up raw data

  • Make messy data production-ready → /repair
  • Turn data into the shape my app expects → /map
  • Stop bad data before it reaches my app → /guard
  • Find duplicates → /dedupe. Fill gaps → /impute. Strip or mask PII → /redact, /mask
  • Phones, addresses, URLs → /normalize-phone, /normalize-address, /normalize-url
  • Fix broken JSON, flatten, convert → /json-repair, /flatten, /convert

Understand: compare and explain

  • Are these the same thing? → /match, /fuzzy-match. What changed? → /compare
  • What's in this text or page? → /extract, /web-extract, /entities
  • What's in this dataset? → /profile, /quality-score, /distributions

Detect

  • What looks unusual? → /anomalies. Has my data shifted? → /drift. Any personal data? → /pii-detect

Decide & Recover

  • Prioritize → /score, /rank. Route → /route. Stale leads worth another look → /leads/recovery

Reconcile

  • Do these numbers match? → /reconcile. Same entity? → /entity-resolution. Build one golden record → /merge

Orchestrate

  • Chain steps in one call → /process (see /process), /pipeline

Full list with pricing: Capability catalog.