Capability / 02 / Evaluate
Evaluate
Evaluate a subject against a rubric, framework, or criteria set. Scored, reasoned assessment with evidence on every dimension.
Your assessments cannot reproduce themselves
01
A single grade hides every factor
You collapsed a multi-dimensional rubric into one grade. Reviewers see the verdict but not the path. Subjects get a result they cannot interrogate. The dimensions that mattered are invisible.
02
Every reviewer evaluates differently
Same rubric, same evidence, different conclusions. Calibration sessions help and then drift sets in. The bar moves with whoever is on the panel that day.
03
Rubrics live in headcount, not systems
Your standards are real but tacit. They walk out the door with your senior reviewers. New hires inherit a framework on paper and a different one in practice.
How Evaluate fits into your review work
Input
A subject and a rubric
A subject (an application, an entity, a candidate, a property) and the rubric, framework, or criteria set your firm scores against.
Output
Categorical scoring with evidence per dimension
Multi-dimensional scoring across the rubric. Sourced rationale per score, plain-language narrative, and flagged items where a human eye is needed.
Calibrated
Your standards in code, not in heads
Calibrated against your firm's historical scoring. Reviewer turnover does not move the bar; the rubric stays consistent across reviewers and across time.
Integration
Reads your documents, outputs to your review tools
Direct extraction from forms, filings, and records. Unstructured evidence parsed from documents, transcripts, and attachments. Scored output lands in your review system, not a separate dashboard.
What an assessment looks like
Six dimensions, four levels each, every cell explained. The output your reviewers would produce on their best day, every time.
Submission assessment
Calder Manufacturing · Professional liability
Assessment: Within appetite for CA professional liability; two items flagged for review
Questions teams ask
What can Evaluate score against?
Any rubric, framework, or criteria set your firm already uses. Submissions against appetite, applications against a scorecard, entities against a risk framework, candidates against a brief. You bring the standard; Evaluate applies it consistently.
How is this different from a single grade or score?
Evaluate returns multi-dimensional scoring with evidence on every dimension, not one collapsed number. Reviewers see which factors drove the result and which items need a human eye, so the assessment can be interrogated rather than taken on faith.
How does it stay consistent across reviewers?
The rubric is calibrated against your firm's historical scoring and applied the same way every time. Reviewer turnover does not move the bar, and the standard stays consistent across people and across time.
What still reaches a human reviewer?
Flagged items where judgment is needed surface with the evidence attached. Your reviewers spend their time on the calls that warrant it, not on re-scoring what the rubric already settled.
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See Evaluate in action
Walk through example deployments and how Evaluate maps to your firm's rubrics and review work. Engineers on the call.