Feb 21, 2026

NitiLens

compliance automation anti money laundering financial fraud detection policy engine agentic ai agentic ai

๐Ÿ” NitiLens

AI-Powered Policy Intelligence & Continuous Compliance Platform

Transforming static policy documents into continuous, explainable compliance enforcement.


๐Ÿง  The Problem

Organizations operate under complex compliance policies โ€” AML, data privacy, internal governance.

But:

  • Policies live inside long, unstructured PDF documents.

  • Business data lives inside constantly changing databases.

  • Compliance checks are manual, periodic, and reactive.

This creates:

  • Delayed violation detection

  • Human error

  • Poor audit traceability

  • Increased regulatory risk

Compliance today is document-based.
It needs to become data-driven.


๐Ÿ’ก Our Solution

NitiLens bridges the gap between static policies and dynamic enterprise data.

It automatically:

  • ๐Ÿ“„ Ingests unstructured policy documents (PDF / PPT)

  • ๐Ÿง  Converts policy text into structured, enforceable rules

  • ๐Ÿ” Scans company datasets for compliance violations

  • ๐Ÿงพ Generates explainable, evidence-backed findings

  • ๐Ÿ‘ฉโ€โš–๏ธ Enables human-in-the-loop review & governance

  • ๐Ÿ” Continuously monitors data for emerging risks

  • ๐Ÿ“Š Provides real-time compliance visibility

  • ๐Ÿ“‘ Produces audit-ready compliance reports

From document interpretation to continuous enforcement โ€” in one platform.


๐Ÿ—๏ธ System Architecture

Policy Documents
โ†“
AI Rule Extraction Engine
โ†“
Structured Compliance Rule Repository
โ†“
Dynamic Compliance Scanning Engine
โ†“
Explainable Violation Detection
โ†“
Risk Scoring & Remediation Workflow
โ†“
Dashboards & Audit-Ready Reporting

Designed for modular scalability and enterprise deployment.


โœจ Key Capabilities

  • AI-powered policy parsing

  • Structured rule modeling

  • Automated rule execution engine

  • Severity-based violation detection

  • Explainable evidence generation

  • Risk score calculation

  • Human review & audit logging

  • Continuous and scheduled monitoring

  • Compliance dashboards with trend analysis

  • Exportable audit reports


๐Ÿงญ Live Demo Flow

  1. Upload policy document

  2. Extract structured compliance rules

  3. Approve rules for enforcement

  4. Connect enterprise dataset

  5. Run automated compliance scan

  6. Detect and explain violations

  7. Review & validate findings

  8. Generate audit-ready compliance report

End-to-end. No manual spreadsheets. No static checklists.


๐Ÿ› ๏ธ Technology Stack

Frontend

  • Next.js

  • Tailwind CSS

  • Interactive compliance dashboard

Backend

  • FastAPI

  • Dynamic rule execution engine

  • Risk scoring & audit logging

Data Layer

  • SQLite (prototype-ready, scalable to PostgreSQL)

  • Structured rule & transaction storage

AI / NLP

  • LLM-assisted policy rule extraction

  • Context-controlled explainability engine


๐ŸŽฏ Why NitiLens Stands Out

  • Converts policies into machine-enforceable logic

  • Enables continuous, not periodic, compliance

  • Provides explainable decisions โ€” not black-box results

  • Integrates human governance

  • Designed for scalability and SaaS deployment

NitiLens moves compliance from reactive documentation
to proactive intelligence.

This build was uploaded as a hackathon project

Hackathon

HackFest 2.0

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Updates
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    Sunday, Feb 22nd, 2026