Decision validation
Confirm or correct automated decisions before they ship.
Review & QA
Human-in-the-Loop QA.
Human checkpoints inside your automated workflows — validating decisions and catching what automation misses.
Overview
Where automation alone is not enough.
Human-in-the-Loop QA inserts trained reviewers at the right points in your automated pipeline — validating model decisions, reviewing flagged or low-confidence outputs, and handling exceptions. You get the throughput of automation with the reliability of human oversight.
What's included
Oversight that scales.
Flagged-output review
Review low-confidence and escalated cases.
Exception handling
Resolve edge cases automation can't handle alone.
Escalation paths
Route hard cases to the right reviewer or expert.
Continuous sampling
Audit a steady sample to monitor live quality.
Accuracy reporting
Track error rates and quality trends over time.
How it works
Managed delivery, powered by Intellego.
01 — Scope & rubric
We define the task, the rubric, and the quality bar with your team before any work begins.
02 — Vetted reviewers
Domain-matched, trained reviewers are assigned and calibrated through the Intellego engine.
03 — Managed workflow + QA
Work runs under managed workflows with second-level QA and client-specific rubrics on every batch.
04 — Reporting & delivery
You receive QA-checked output with measurable accuracy reporting — not just raw labels.
Start with a controlled pilot
See it on your data.
Run a scoped pilot, measure the quality, then scale once it's proven.