Agent Grading

AI-assisted scorecards.

A grading workflow for humans and AI alike. Rubrics, sampling, score calibration, review: with AI pre-grades that accelerate the human judgment, not replace it.

Scorecard · AI pre-graded
Tone5/5
Accuracy4/5
Resolution5/5
KB citationYes

Awaiting human approval · 3 edits pending

Human-finalized
AI pre-graded

AI drafts the scorecard. A human approves, edits, or overturns.

Not everything, the right things
Sampled

Risk-weighted sampling across agents, channels, and AI.

Inter-rater agreement tracked
Calibrated

Rubrics that stay consistent across graders.

Quality, operationalized

Grading that scales without outsourcing your judgment.

Agent grading is how a support org stays honest. AI pre-grading makes it affordable. Human approval keeps it real.

  • AI proposes, human disposesFast drafts, human judgment, full audit trail.
  • Rubric versioningRubrics evolve. Grades stay comparable.
  • Coaching loopScores route to a coaching surface, not a PDF.
Scorecard · AI pre-graded
Tone5/5
Accuracy4/5
Resolution5/5
KB citationYes

Awaiting human approval · 3 edits pending

How it works

Grade smarter, coach sooner.

  1. 01

    Sample with intent

    Risk-weighted across agents, channels, AI, not random.

  2. 02

    AI drafts the score

    A human approves, edits, or overturns, all audited.

  3. 03

    Feed the coach

    Weakness becomes a training target, in-app.

Under the hood

Everything you need, thought through.

A focused feature set with sharp defaults, not a sprawling menu to navigate.

Custom rubrics

Tone, accuracy, escalation, resolution, yours to define.

AI pre-grading

AI scores first. A human approves, edits, or overrides.

Human calibration

Inter-rater agreement tracked. Drift flagged.

Risk-weighted sampling

Grade more of the important tickets, less of the routine.

Longitudinal trends

Per-agent, per-AI, per-skill: over weeks, months, quarters.

Linked to training

Scores feed coaching plans. Close the loop, systematically.

We went from grading ten tickets a week for optics, to grading a hundred a week for impact. AI made that affordable.
VRVictor RamírezQA Lead · Beta team
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