CASE STUDY 2025
Instant risk analysis
in incoming contracts.
Automatic review of NDA and service agreements against your standards and Civil Code. Lawyer handles only red flags.
Impact
-80 %
Routine Costs
Risk without control
Smaller firms risk signing contracts without review because external lawyers are expensive (3k+/hour) and slow.
MANUAL PROCESS
Expensive Waittime
3 Days • $150/hr
AI AUDIT
contract_draft_v2.pdf
1 CRITICAL RISK
Risk Detected
Penalty clause exceeds statutory limits (max 0.05% per day).
Reference: § 2048 Civil Code
Powered by OpenAI & Lovable
The Blueprint
Engine Architecture
From contract PDF to risk analysis.
Tech Stack
SMBLovable
Frontend Portal
Scale PlanMake
Orchestration
Pro PlanGPT-5.2
Legal Analysis
Pay-per-tokenSupabase
Document Storage
Pro⚡ Implementace: 1–2 týdny, rychlý start s SaaS nástroji
Vibe Coding Process
How we built it in 12 days? We skipped lengthy specs and went straight to code.
TimeReal-time
Data100% Capture
DAY 01 — DEFINITION
Legal Playbook
Definition of legal playbook and risks.
DAY 03 — EXPERIMENTS
Prompt Tuning
Tuning AI prompts on Czech legal text.
system: "Jsi seniorní právník..."
DAY 05 — PRODUCTION
UI & Export
UI for uploading and exporting reports.
Measured Results
Speed
30 seconds
Analysis of a 50-page contract
Security
No traps
Elimination of hidden clauses
"Legal services are becoming commoditized. Paying 4000 CZK for reviewing a generic NDA is economic nonsense."