Karnataka State Police

April 14, 2026

Enterprise Search for Karnataka State Police (SIIMS)

To implement an intelligent enterprise search system within the State Intelligence Information Management System (SIIMS) that enables officers to quickly retrieve intelligence records across multilingual and multi-format datasets.

Our Proven Approach to Delivering AI-Powered Solutions

The intelligence ecosystem of the **Karnataka State Police generates vast volumes of operational data including:

Surveillance reports
Intelligence briefings
Case files
Incident records

This data exists across multiple systems including:

SQL databases
Document repositories
Scanned intelligence reports
Audio/video files
Key challenges included:
Fragmented intelligence data across multiple systems
Difficulty searching Bi-Lingual English - Kannada-language reports
Heavy reliance on metadata tags in existing software
Manual effort required to locate relevant reports
Slow information retrieval during investigations
Limited cross-regional access to intelligence data

These issues slowed investigative workflows and limited the ability to identify critical intelligence quickly.

Solution

SSMS deployed a customized federated enterprise search system integrated with SIIMS, enabling officers to search across all intelligence data sources through a single platform.

The solution integrates:

Bilingual OCR engines for Kannada and English
AI-powered natural language processing
Real-time indexing of intelligence data
Secure access for different operational roles

This system allows officers to retrieve intelligence records instantly regardless of format or storage location.

Approach

Data Integration Layer
Implemented ETL pipelines to extract and unify data from:
SIIMS databases
Document repositories
Intelligence reports
Multimedia sources
Multilingual OCR Engine
Converted scanned intelligence reports into searchable text using Kannada-English OCR models.
Multilingual OCR Engine
Kannada-English OCR
Scanned report conversion
Searchable text
AI-Powered Search Engine
Developed an NLP-driven search engine capable of:
Context-aware search
Transliteration support
Auto-suggestions and query correction
Supports Bilingual English - Kannada language nativly
Faster Response Times on large datasets rt including bi lingual English-Kannada scripts
Secure Access Interface
Deployed a role-based Explorer Console allowing officers and analysts to:
Search intelligence records
Filter results by case type or region
Preview documents
Track search history
Full text Highlighting for search queries

What Changed with SSMS

Key Capabilities

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