"Transforming complex regulations into actionable, explainable insights."
Lawgorithm.ai is an AI-powered platform that automates regulatory compliance checks across multi-jurisdictional laws such as GDPR, AMLD, and Basel III.
It parses legal documents, identifies compliance gaps, provides explainable recommendations, and maintains an auditable trail for transparency.
The system supports department-specific dashboards — Legal, Product, and Operations — offering a unified compliance cockpit.
- Extracts text from PDF regulations and contracts.
- Uses semantic embeddings to compare regulatory clauses with internal policies.
- Identifies mismatched or missing clauses.
- Categorizes gaps by severity (Low / Medium / High).
- Uses hybrid LLM + Rule-Based Comparators for accuracy.
- Generates step-by-step remediation guidance using LLMs.
- Includes explainability via evidence sentences, similarity scores, and source clause references.
- Tracks all compliance flags and user decisions.
- Maintains immutable logs of approvals/rejections.
- Ensures end-to-end traceability for legal audits.
- Tags every regulation and contract by jurisdiction (EU, US, APAC, etc.).
- Automatically prioritizes local > international > company policy rules.
- Stores user feedback (accept/reject/correct).
- Periodically retrains classifiers (obligation, compliance area) for continuous improvement.
Documents (Regulations / Contracts) │ ▼ [Document Parser + Preprocessor] │ ▼ [Embedding Model + Similarity Engine] │ ▼ [Compliance Gap Detector] ─────┐ │ │ ▼ ▼ [LLM Explainability Engine] [Rule-Based Comparator] │ ▼ [Suggestion Generator + Actionable Steps] │ ▼ [Audit Trail + Feedback Store + PostgreSQL DB] │ ▼ [Role-Based Dashboards: Legal | Product | Ops]
| Layer | Technology | Purpose |
|---|---|---|
| Backend | FastAPI, Python | Core API and orchestration |
| NLP/ML | Sentence Transformers, zephyr, spaCy | Embedding & semantic analysis |
| Database | PostgreSQL | Compliance flags, audit logs, feedback |
| Explainability | LLM-based explanations | Model transparency |
| Deployment | Docker, Uvicorn | Containerized service |
| Frontend (Planned) | Vue.js / React (JSX) | Department dashboards |
Team: Runtime Raita -Akshara Gupta -Manas Shewale -Hardik Bhalekar