AI tools can be useful when you’re overwhelmed. They often translate a timeline into buckets like:
- past medical bills
- expected future care
- lost income or reduced work capacity
- non-economic harm (pain, emotional distress, reduced quality of life)
The problem is that AI doesn’t know what your chart shows—or what it doesn’t show.
In real Lexington-area cases, the “missing pieces” matter:
- referral and follow-up gaps (especially when symptoms persist after a discharge)
- documentation inconsistencies across providers
- whether tests were ordered, interpreted, or acted on correctly
- delays caused by scheduling and access constraints
An AI calculator can’t reliably tell you whether those facts strengthen or weaken liability and causation.


