How is this different from buying an AI ATS?

An AI ATS bundles steps 1 through 4 into one product. It does not provide steps 5, 6, or 7 in a usable form. The pipeline approach uses an ATS as the candidate-record store and runs the 7 steps around it.

How long does the build take?

The OpsBuild™ engagement timeline for a full 7-step pipeline runs 12 to 18 weeks, depending on the number of sourcing channels and the complexity of the role taxonomy. Steps 1 through 3 in weeks 1 to 6; steps 4 and 5 in weeks 7 to 12; steps 6 and 7 in weeks 13 to 18.

What happens if the parser fails?

The primary parser falls through to a secondary parser, then to a manual review queue. No candidate is silently dropped; every parse failure surfaces to a human within 24 hours.

How does the bias audit work technically?

The Make.com scenarios log every pipeline decision (resume parsed, score assigned, interview scheduled, offer extended) with the candidate’s protected-class data attached (stored separately from the screening data per legal best practice). The quarterly audit joins the two datasets and runs disparity tests by class.

What if my org cannot run a quarterly audit?

Then the pipeline is not durable. The audit is the step that protects the org from legal challenge and from quality drift. Below the quarterly cadence, plan for the pipeline to produce hiring decisions you cannot defend.

Can the same pattern run on small teams?

Yes — Nick’s recruiting team at a small firm runs a simplified version of steps 1, 2, 4, and 6 with Make.com and a single parser. The team reclaimed 15 hours per recruiter per week. Steps 3, 5, and 7 are over-engineered for teams under 200 hires per year; bring them in as scale demands.