Step 02 · Process Intelligence
Current state — Claims
AI has mapped the end-to-end claims journey and highlighted where your problem statement is costing time.
Document review persists because the work is structured around people, not systems
In claims, claims handlers absorb repeated validation of claim documents because no upstream capability structures the information first. The visible symptom is delay; the underlying cause is that judgement and administration are performed by the same person, in the same step.
Underlying drivers
- Claims handlers perform repeated validation by hand
- Information is spread across multiple systems of record
- Claim documents are structured enough for AI extraction
- Volume peaks create queues that people absorb manually
Evidence to validate
- Cycle-time baseline for manual claim documents validation
- Volume and rework rates across claim documents
- Sample of decisions to test rule consistency
- 1
Customer submits claim
Digital intake
- 2
Claims handler triage
20 min avg
- 3
Document review
Bottleneck · 3–5 days
- 4
Approval
1–2 days
- 5
Payment
Same day
Document review
Why this exists
- Claims handlers perform repeated validation by hand
- Information is spread across multiple systems of record
- Claim documents are structured enough for AI extraction
- Volume peaks create queues that people absorb manually
Why it matters
- Customers wait longer for an outcome
Scored from 1 pain point, 1 impact dimension and the claims operating pattern.
Process friction analysis
Where time is lost across your current claims journey.
- Manual tasks48%
- System handoffs17%
- Approval delays13%
- Data issues12%
- Visibility gaps10%
Business impact assessment
Where value would be created if document review were removed.
- Customer experience50%
- Operational efficiency17%
- Cost17%
- Risk17%
AI confidence
Confidence communicates how strongly the available evidence supports each conclusion — not certainty. Select any score to see how it was derived.