A chronology out of a disordered file
Scans and PDFs become a clear table of events by date and facility. Medical abbreviations and ICD-10 codes stay exactly as they appear in the records.
AI for court-appointed medical experts
Experts should weigh evidence. Not wade through paperwork.
ForensiBot is software that uses artificial intelligence to work through medical records. For court-appointed experts, it builds the chronology of a case, shows the periods with no records, sets related passages side by side and backs every fact with a verbatim quote from the case file.
Why ForensiBot
The report rests on the case file. Reading it eats most of the time.
In the Czech Republic, courts, the state and insurers rely on registered court-appointed experts to assess injuries and damage to health. Each case means hundreds of pages of reports, progress notes and findings from different facilities, usually scanned and in no particular order. ForensiBot takes that groundwork off the expert’s desk and leaves room for the one thing nobody else can do: the assessment itself.
70 to 80%
of a court-appointed medical expert’s time is spent working through medical records.
Source: a Czech court-appointed expert’s experience from practice.
Gaps and related passages side by side
It shows the periods with no records and sets side by side passages from different reports that deal with the same thing. Whether that amounts to a discrepancy is for the expert to decide.
Every fact backed by a quote
Facts from the file come with a verbatim quote and a pointer to their source. Unclear terms are marked, illegible passages are admitted, and nothing is filled in by guesswork.
How it works
Five steps from case file to report-ready material
The expert always has the final word. ForensiBot prepares the material. The conclusions stay with the expert. The prototype already handles two of the five steps. Three are planned for the production version. We say so up front.
And this is what the output looks like
A sample built on a fictional workplace injury. The prototype produces this same content as text today. The visual form is a proposal for the production version.
Opportunity
Too few experts. More work than they can take on.
Every hour an expert does not spend working through records is an hour freed up for another report. ForensiBot does not just make the expert’s life easier, it raises the capacity of the whole field.
- Few experts
- The Czech Republic has been short of experts with medical training for years. They cannot keep up, and the field struggles to attract new people.
- CZK 2,000 to 20,000
- The indicative price of a single expert report, depending on how serious the case is. Thousands are produced every year.
- The state and insurers
- The main customers, commissioning reports at scale: the courts, the state medical assessment service (IPZS) and insurers. Independent experts are a secondary channel, and expansion into EU markets is the next step.
These figures are indicative estimates from Czech practice. Sizing the market properly is part of the next phase.
Where we are today
The hypothesis holds. Now we want to build a product on it.
To be plain about it: ForensiBot is not a finished product today, and it is not an MVP either. It is a prototype built single-handed, and it showed that artificial intelligence can handle the groundwork for an expert report.
What we have
- A prototype that turns medical records into a chronology, an overview of continuity of care and verbatim quotes.
- A processing methodology developed in consultation with a practising court-appointed expert.
- Tested on anonymised records and on a set of fictional cases with discrepancies planted on purpose.
What we are looking for
- A CTO to turn the prototype into a secure production system.
- A solution for sensitive health data. The prototype uses commercial language models purely to test the hypothesis. The production version has to run in an environment that meets the requirements for health data.
- An investor or partner who can help open doors to the state and to insurers.
Our mission
To give court-appointed experts their time back for what matters most: the assessment itself. Routine work on the records is a job for artificial intelligence: reliable, traceable and under the expert’s control.
More on our mission and vision
Who is behind it
Otakar Lucák
Founder of ForensiBot
I co-own a performance marketing agency and come from a family of doctors, so I know the experts’ problem first-hand. I see how much of their time goes on work that has nothing to do with the assessment. I’m building ForensiBot to give that time back.
Expert consultation
MUDr. Hana Lucáková
Head physician of IPZS (the medical assessment service) in Karviná, court-appointed expert for non-pecuniary damage to health (non-work-related injuries) and expert adviser on workplace injuries for insurers.
mudrlucakova.czWould you like to see ForensiBot on a real case file?
In a short meeting I’ll walk you through the prototype on a specific case, and we can talk about where the product should go next.
I’m interested