Healthcare and life sciences

Utilization management now needs proof. The paperwork can't keep up.

Denials draw scrutiny. Appeals pile up. States are adding AI evidence and reporting requirements to decisions that were already slow to document. The work that proves a decision was sound is the work nobody has time for.

Where the value is trapped

The workflows that eat the hours.

01
Utilization management evidence and state reporting

Assembling the evidence behind a determination, in the format a state now asks for, one case at a time.

02
Clinical and technical appeals

Turning a denial, a medical record, and the applicable criteria into an appeal packet a reviewer accepts.

03
Regulatory and medical writing QC

Checking regulatory and medical documents against the standard before they leave the building.

What we have built for it

Named applications, against named rules.

Flagship
Utilization management AI evidence and state reporting

The evidence and state reporting a health plan files for its utilization management decisions.

In build · Q1 2027
The rule it is built against
State utilization management reporting requirements
Time to deploy
In weeks
What goes in
Prior authorization and utilization management case files, clinical criteria, decision logs
What comes out
The evidence pack and state report in the required reporting format
Clinical and technical appeal packets

Appeal packets for denied claims and authorizations.

Repeat
The rule it is built against
Payer appeal requirements and the applicable clinical criteria
Time to deploy
In weeks
What goes in
The denial, the medical record, the applicable criteria
What comes out
A complete appeal packet in the payer's required format
Regulatory and medical writing QC

Quality control on regulatory and medical writing.

Repeat
The rule it is built against
Regulatory submission standards and internal quality requirements
Time to deploy
In weeks
What goes in
Draft regulatory and medical documents, the applicable standards
What comes out
A QC review with issues flagged against the standard
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The role curriculum

Certified for the role, not the tool.

Clinical documentation lead

certified to produce and review clinical documentation with the systems in front of them.

Utilization management reviewer

certified to assemble the evidence and reporting a decision requires.

Regulatory and medical writer

certified to run quality control against the applicable standard.

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The Index

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