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Veritas Lab AI Roadmap

Our development timeline for building the most secure, powerful document intelligence platform

Current

Phase 1 – Core AI Infrastructure

Already deployed in your private AWS cloud

Capabilities:

  • OCR & layout extraction (AWS Textract)
  • Named Entity Recognition (spaCy)
  • Clause classification (Legal-BERT via HuggingFace)
  • Risk & insight summarization (GPT-4 or Claude via API)
  • Results and proof overlays stored in DynamoDB
  • Secure document upload and processing flow (S3 + API Gateway)

Stack:

Dockerized AI models on EC2
FastAPI backend
S3 for storage
DynamoDB for structured results
Optional external LLMs (OpenAI/Anthropic) for insights
Next

Phase 2 – Smart Validation & Cross-Document Correlation

Next milestone: Rule engine + anomaly detection + correlation

Planned Enhancements:

  • Add custom rule engine using scikit-learn
  • Detect conflicting clauses across documents (e.g., due dates, contract parties)
  • Cross-check clause similarity across multiple uploads
  • Use transaction IDs to group & analyze document sets

Stack Additions:

scikit-learn in Docker for statistical detection
Relationship scoring via metadata (dates, entities, clauses)
UI-level correlation reports
Optional OpenAI fine-tuning for pattern matching
Future

Phase 3 – Semantic Search & Vector Correlation

Optional: Enable deep contextual search & insight clustering

Potential Capabilities:

  • Upload large document corpuses
  • Search semantically similar clauses across all uploaded files
  • "Show me similar NDAs" or "Find non-standard terms" use cases

Stack (Optional):

Weaviate or Pinecone for vector DB storage
Embedding generation using OpenAI, HuggingFace models, or Sentence Transformers
Secure metadata indexing to keep tenant boundaries

🛡️ Privacy & Security Throughout

Our commitment to data security and privacy remains consistent across all development phases

Data Residency

Data remains in your AWS environment

LLM Isolation

LLM calls optional and isolated

Secure Processing

Secure upload, processing, and proof overlays

Compliance Ready

Future-ready for SOC 2, HIPAA, PIPEDA, and SaaS tenant isolation

Ready to Get Started?

Experience the current capabilities of Veritas Lab and be part of our journey as we develop new features.

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