
Case · Law
Instant risk analysis in incoming contracts.
Automatic review of NDAs and service contracts against your standards and the Civil Code.
Model case: we assume the company looks like this and show how much it would yield.
- Model case
- OpenAI
- Make
- Lovable
Starting point
Contracts in the legal team's inbox
A client sends a 14-page framework agreement, a lawyer reads it for 2 days looking for deviations from your template. Small things often get missed.
- Before
2 days of reading
MANUAL PROCESS
- After
60 seconds after upload
AI AUDIT
What we would build
Contract audit system
Uploading a PDF, reading the text from the scan (OCR), comparing it with your contract template, producing a risk report.
- 01
Upload
PDF / DOCX via the web
- 02
Reading
OCR and text structuring
- 03
Comparison
The AI compares the text with the standard
- 04
Report
PDF with highlighted risks
- OpenAI · GPT-4o, search by meaning
- Lovable · User interface
- Make · Connecting the steps
- Supabase · Database for search and the audit log
Rollout steps
How the rollout would go.
- 01
DAY 01 to 02
Collecting templates
Uploading 47 approved contracts as the template.
- 02
DAY 03 to 04
Risk categories
Defining 23 risk categories and their weights together with the lawyers.
risk_taxonomy.yaml
- 03
DAY 05
Go live
Upload via the web and Slack notifications for the legal team.
Model assumptions
Where the result comes from.
We take a typical company from the sector and the situation from the brief, add labelled assumptions and calculate the result. If the inputs change, so does the result, so you can recalculate it for your own company.
Model company
A model company where a lawyer reads every incoming framework contract (14 pages) and looks for deviations from your template.
Inputs
- Contract length
- 14 pages
- Lawyer reading time today (assumption)
- 2 working days of 8 h
- Approval after the AI audit
- 1 h
- Contracts per month (assumption)
- 10
- AI running cost per month (assumption)
- 400 EUR
- Labor rate (assumption)
- 24 EUR / h
Calculation step by step
- 01
Work per contract today
2 × 8 h= 16 h
- 02
Monthly cost today
10 × 16 h × 24 EUR= 3,840 EUR
- 03
Monthly cost with AI
10 × 1 h × 24 EUR + 400 EUR= 640 EUR
- 04
Cost saving
1 − 640 EUR ÷ 3,840 EUR= 83 %
- 05
Time saved per contract
1 − 1 h ÷ 16 h= 94 %
This is a gross saving of time and money. We include the cost of rollout and running only where it is visible in the calculation.
Model results
What would change after rollout.
- Model case
−94 %
From 16 h to 1 h of a lawyer's work per contract
Speed
- Model case
−83 %
Work and AI running cost: 640 EUR instead of 3,840 EUR a month. AI does the routine, the lawyer approves
Costs
Your numbers belong in the model, not ours. The calculator shows where to start, and we work out the real values on your data.
Start here
15 minutes is enough for you to know whether it makes sense.
You tell us what is bothering you. We tell you whether we can help, roughly what it costs and where I would start in your place. No presentation.
- jakub@transformuj.ai
- Phone
- +420 773 070 090
- Address
- Legerova 1820/39, Praha 2

