Keep supporting context attached
Authorized source data remains visible to reviewers without turning explanation into a black box.
Trust and traceability
Every answer should show why it can be trusted.
Meikai keeps the source context, applicable rule, limitations, version, and approval state attached to each prepared workflow output.
MeikaiIn this workflow
How many heart-failure readmissions have we had in the past 30 days?
Twenty-seven readmissions—up 8% from the prior 30-day period.
PopulationHeart failure
WindowLast 30 days
Rate14.2%
Which providers are underperforming the cohort average?
Three provider panels are above the risk-adjusted cohort average.
Comparison preparedReview provider detail →
Expose the policy basis
Show which approved rule and version shaped the result.
Preserve review and action state
Track what was prepared, changed, approved, and executed.
Paid proof of value
Start with one workflow worth proving.
Define the rules, inputs, outputs, controls, and measurable success criteria for one bounded workflow.