Category
AI-assisted clinical negligence assessment software for UK legal and medico-legal professionals.
A category page for solicitors, barristers, expert witnesses, claims heads, and medico-legal agencies who want to understand how this tooling fits into clinical negligence workflows, and what it isn’t.
Definition
What this category is.
AI-assisted clinical negligence assessment software analyses medical records against clinical protocols and surfaces evidence-linked findings for qualified professional review. It is purpose-built for the early-stage assessment decision in UK clinical negligence work, the moment when a fee-earner decides whether an inquiry is worth taking forward. It is not a chronology tool, not a generic legal AI, and not a replacement for the medical expert.
The problem
80% of inquiries go nowhere, and the duds eat WIP.
80% attrition at intake
The vast majority of clinical negligence inquiries don’t reach a viable claim. Fee-earner time spent screening them manually is largely lost.
WIP pressure under CFA
Under no win, no fee, every hour on a case that won’t run is unrecoverable. Keeping WIP competitive depends on killing duds early.
Expert-screening cost
Sending borderline cases to a medical expert before triage is expensive and slow. The team needs a sharper view before that decision.
Fee-earner time on duds
5 to 10 hours of paralegal or trainee time per case is common. Over a month, that compounds into capacity the team could spend on viable claims.
How it fits
Where MedCase sits in the workflow.
Upload medical records
PDF medical records, including scanned and handwritten documents, are uploaded into MedCase. OCR is applied automatically where needed.
Select protocols
The team selects the clinical protocols relevant to the case: NICE guidelines, Royal College guidelines, local trust pathways, or other standards already loaded.
AI assists the analysis
Seven parallel analyses run against the protocol set. PII is stripped before any AI processing. The system surfaces potential protocol deviations as severity-scored, evidence-linked findings for professional review.
Qualified review
A solicitor and/or medical professional reviews the findings, verifies citations, and decides whether to keep, kill, or take the case to an expert.
Brief the expert
If the case progresses, the structured findings report briefs the expert witness with precise, evidence-linked protocol issues.
Comparison
What MedCase is and isn’t.
| Manual review | Chronology software | Expert screening | Generic legal AI | MedCase | |
|---|---|---|---|---|---|
| Primary purpose | Read records and form a view | Build a timeline of events | Expert clinical opinion | General-purpose drafting / Q&A | Early-stage clinical negligence assessment |
| Protocol compliance check | Manual cross-reference | Not included | Included (paid hour by hour) | Not designed for it | Seven parallel analyses on upload |
| Evidence citations | Manual annotation | Page references on timeline events | In expert report | Unreliable / not source-linked | Source-cited findings (page + protocol section) |
| Speed to first assessment | Days to weeks | Hours to days | Weeks | Minutes (but unreliable for this use) | Minutes |
| PII handling | Manual | Varies | Reviewed in expert workflow | Not designed for UK clinical records | Triple-layer PII sanitisation before AI |
| Built for UK clinical negligence | No | No | Yes (by definition) | No | Yes |
Primary purpose
- Manual review
- Read records and form a view
- Chronology
- Build a timeline of events
- Expert screening
- Expert clinical opinion
- Generic legal AI
- General-purpose drafting / Q&A
- MedCase
- Early-stage clinical negligence assessment
Protocol compliance check
- Manual review
- Manual cross-reference
- Chronology
- Not included
- Expert screening
- Included (paid hour by hour)
- Generic legal AI
- Not designed for it
- MedCase
- Seven parallel analyses on upload
Evidence citations
- Manual review
- Manual annotation
- Chronology
- Page references on timeline events
- Expert screening
- In expert report
- Generic legal AI
- Unreliable / not source-linked
- MedCase
- Source-cited findings (page + protocol section)
Speed to first assessment
- Manual review
- Days to weeks
- Chronology
- Hours to days
- Expert screening
- Weeks
- Generic legal AI
- Minutes (but unreliable for this use)
- MedCase
- Minutes
PII handling
- Manual review
- Manual
- Chronology
- Varies
- Expert screening
- Reviewed in expert workflow
- Generic legal AI
- Not designed for UK clinical records
- MedCase
- Triple-layer PII sanitisation before AI
Built for UK clinical negligence
- Manual review
- No
- Chronology
- No
- Expert screening
- Yes (by definition)
- Generic legal AI
- No
- MedCase
- Yes
Who it’s for
Built for these roles.
Clinical negligence solicitors
Kill duds earlier, brief experts with structured findings, and protect WIP under no win, no fee.
Barristers
Get an evidence-linked clinical chronology and issue map before deeper legal analysis.
Expert witnesses
A structured starting point for the records you’re asked to review.
Claims heads & medico-legal agencies
Higher-volume triage with consistent assessment outputs and procurement-ready trust documentation.
AI limitations & human review
MedCase uses AI to assist in the review of medical records against established clinical standards. The output is an analytical aid for qualified legal and medical professionals. It does not constitute medical advice, a diagnosis, a legal opinion, or a determination of negligence. All outputs should be reviewed and verified by a qualified solicitor and/or medical professional before use in any legal matter.
More detail on data security, UK GDPR, and AI limitations is in the Trust Centre.
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