Proof

Read the operation before the outcome.

A complete case names the prior workflow, eligible population, AI and navigator actions, returned work, comparison, and limitations.

Read the path around the number.

A credible case connects prior state, performed work, result, comparison, and limits.

  1. 01Prior workflow
  2. 02Population and period
  3. 03Work performed
  4. 04Measured result
  5. 05Comparator or baseline
  6. 06Limits and permission

A customer story does not turn association into causation.

Read the path around the number. A credible case connects prior state, performed work, result, comparison, and limits. The diagram shows Prior workflow, Population and period, Work performed, Measured result, Comparator or baseline, Limits and permission. A customer story does not turn association into causation.

Case template

Four parts of a case worth reading

The outcome means little if the operation and limits are missing.

Context

Organization, workflow, population, period, owner, and baseline.

Operation

What AI, navigators, and the customer's licensed team each owned.

Evidence

Measure, source, method, comparison, limitation, and evidence label.

Human consequence

What changed for the people doing the work, not only the reported rate.

Program context

The workflow determines what the evidence means

A result stays attached to its program type and workflow. It is not carried onto an unrelated page as portfolio-wide proof.

Program typeWhat it covers
Multi-hospital post-discharge programFollow-up after inpatient discharge across more than one hospital inside the same organization.
Hospital after-hours call programInbound calls outside staffed hours, with a defined routing path and a defined fallback.
Hospital-owned ambulatory clinicAn outpatient clinic operated by a hospital or health system.
Regional health-plan care-gap programMember outreach against a defined quality or care-gap measure.

Reviewers can inspect the full case record for the workflow they are evaluating under NDA.

What the case record shows

Work performed

The approved AI actions, the nonclinical work a navigator accepted when included, and every item returned to the customer team.

How the case ended

Completed, closed with a defined reason, or handed to a named owner who accepted it. Escalation alone is not closure.

What the evidence cannot show

The comparison design, missing fields, and attribution boundary travel with the result instead of disappearing into a footnote.

Review a complete case with us.

Under NDA, inspect the population, actions, reconciliation, comparison, and limits for the workflow you are evaluating.