DecisionManager

Decision Testing

Two testing instruments. One governed release process.

Test Suites are hand-written release-gate tools. Scenario Sets are DVS-scale bulk runners with coverage KPIs. A robust promotion workflow for regulated rules uses both — at different stages, for different audiences.

Test Suites vs Scenario Sets

DimensionTest SuitesScenario Sets
ScaleDozens of hand-written casesTens of thousands of rows
Input formatJSON per case in the browserCSV / JSON bulk import
Result modelPass/fail per case, field diffCoverage KPIs, verdict distribution
AudienceRule author, pre-reviewQA / analyst, pre-promote
ODM analogueDecision Center test suiteDecision Validation Services
Governance gateRelease gate checkPromotion prerequisite

Test Suites — the release gate

Per-case field diff

Every case shows which output fields passed and which diverged — with the expected vs actual value side by side. Not just 'failed': exactly where.

Governance integration

The reviewer's approval screen shows the most recent suite run result. A failed suite is surfaced explicitly; the reviewer cannot ignore it without an override comment.

Behavioral equivalence

Run the same corpus against two versions and flag every case where the output differs. The primary validation step in an ODM migration.

Scenario Sets — DVS-scale coverage

Ingest tens of thousands of rows from CSV, JSON, or a production traffic replay. Run as a batch. Report on coverage KPIs — not just whether cases pass.

Rule coverage

What percentage of rules in the decision table fired at least once across the corpus? Low rule coverage reveals dead logic.

Condition coverage

What percentage of condition partitions were exercised? Catches untested edge conditions at the boundary of numeric ranges.

Verdict distribution

APPROVE / DECLINE / REVIEW / ERROR breakdown across all inputs. Compare distribution between versions to catch unexpected shifts.

Verdict drift threshold

Fail the scenario run if the APPROVE rate drifts by more than N percentage points vs. the baseline corpus run. The threshold is configurable per pipeline.

Recommended promotion workflow

  1. 1

    Author + hand-write test suite

    Rule author

    Build 40–60 cases covering every business requirement, edge condition, and known regression. All must pass before submitting for review.

  2. 2

    Run Scenario Set baseline

    QA analyst

    Run a 50k-row corpus against the current production version to establish a KPI baseline.

  3. 3

    Run Scenario Set against new version

    QA analyst

    Compare verdict distribution vs. baseline. Flag any drift above threshold.

  4. 4

    Governance review

    Reviewer

    Reviewer sees suite run result + scenario comparison summary. Approves or requests changes.

  5. 5

    Pipeline deploy

    Automated

    Pipeline runs analysis check → suite run → scenario run → deploy to green slot → traffic shift.

Both instruments are included on every plan

Test Suites and Scenario Sets are available in the free trial. No add-on, no separate licence.