← Case LibraryUnitedHealth Group
Q3Healthcare · Shape forming
Researched as of October 2026
Shape Forming — Shield proposed, not yet confirmed
Four occupied cells, centred on administrative automation. The 2025 three-cell Augment read, with Q6 included, is replaced.
AdaptAugmentAssist
Q3Automator
Q6Optimiser
Q9Conductor
Q2Tactician
Q5Partner
Q8Explorer
Q1Operator
Q4Weaver
Q7Navigator
StructuredDynamicComplex
4/9 cells occupied
Shape Read
UnitedHealth’s occupied Adapt cell is administrative, not clinical. Benefit Assist processed 94% of its 2025 payments automatically, and Avery resolves 90% of sessions without an advocate. Clinical judgement stays walled: AI is not used to make clinical denials. The old care-pathway optimiser is not re-proved. Q6 is dormant. The primary is Q3.
Trajectory: Q3 holds on payment and service automation. Q6 stays dormant.
Inside the company · not a cell
Nothing quoted yet. A rate or a saving will sit here when it is on the record. It does not light the grid.
Initiative Map
| Cell | Initiative | Confidence | Evidence |
|---|
| Q2Tactician | | ✅ | AI routes 26M consumer calls with precision. Clinical triage scoring. AI surfaces severity flags, clinician makes the call.As of November 2025 |
| Q3Automator | | med | Benefit Assist processed 94% of 2025 payments in its book automatically. Avery resolves 90% of sessions without a human advocate.As of October 2026 |
| Q4Weaver | | med | Ambient AI drafts clinical notes for provider edit, across 5,600 clinicians and 200 locations.As of October 2026 |
| Q5Partner | | ✅ | 1,000+ AI use cases operational, 1,000+ in development. AI Marketplace for payers/providers. AI assists clinical judgment — explicitly doesn't replace it.As of November 2025 |
Published record
The lines this reading rests on. A date is the source date, when the page or the line names one.
In 2025, 94% of all Benefit Assist payments were processed automatically
While 90% of the time, members who use Avery have not required assistance from an advocate, Avery will automatically transfer members to advocates when a live call is needed or requested.
AI is not used to make clinical denials. Every clinical denial is reviewed by a qualified medical professional
Strength
Benefit Assist and Avery close work without a person in the loop
Fragility
The care-pathway optimiser is dormant, not a ceiling the company has reached
Failure mode
Reading administrative automation as clinical autonomy
Governance ceiling
AI is not used to make clinical denials