Services & Capabilities

What we build
for you.

Six deep capabilities, all pointed at one goal: replacing manual processes with intelligent, autonomous systems.

01
Agentic AI
End-to-end autonomous bots built on defined datasets for industry-specific use cases. Full automation pipelines on n8n, make.com, and Zapier — no human in the loop required.
n8nmake.comZapierLLMs
02
Intelligent Document Management
OCR-powered ingestion and bilingual retrieval for English, Kannada, Hindi, Tamil, and Telugu. Upload any document; find it by searching in either language.
OCRBilingual Search5 Languages
03
Conversational AI
Train transactional databases on LLMs/SLMs to build domain-specific chatbots. Also delivered via WhatsApp Business API — single-window conversations and broadcast automation.
LLM/SLMDomain SpecificWhatsApp API
04
ERP & Digitization
Web and mobile systems that digitize every piece of information flowing through large organizations — primarily government departments and public sector bodies.
ERPDMSRecords MgmtGovt.
05
AI Image Validation
Real-time CCTV surveillance validation via SLMs — continuous footage analysis at a fraction of traditional infrastructure cost. Deployable in formal and informal industry settings.
SLMsCCTVReal-time
06
IT Systems AMC Automation
Legacy code enhanced to agentic code, reviewed by both human and AI. Drastic reduction in maintenance cost through automated bug detection, security audits, and SQL performance tuning.
Code ReviewSecuritySQL Optimization
Products · 20 Live Deployments

Built &
deployed.

20 products built and deployed across government departments, law enforcement, and public sector — each solving a specific operational challenge with measurable impact.

Showing all 20 products
01 Government ERP
SIIMS
State Intelligence Information Management System
ERP system integrating information flow from field force to headquarters across Karnataka state. Each piece of information inflows digitally, gets processed across the officer hierarchy and generates required reports with ease.
Angular · React · Node.js · PostgreSQL · Azure
02 Communication
Integrated Chat App
Secure Messaging & Broadcast Platform
Direct messaging, broadcasting, and structured information flow with robust search, private channels, and client-server data residency. All chat data resides in the client's own server.
React Native · Ionic · Node.js · PostgreSQL · Azure/AWS
03 Document Mgmt
DMS
Document Management System
Multilingual document upload and retrieval for digitization of government legacy files. Effective multilingual search — retrieve records by text in any language. Hashtags form the base for document retrieval.
Python · Django · MySQL
04 Dev Tools
SQL Performance Tool
Application Performance Testing & Optimization
Analyzes all SQL query performance, identifies server load issues, and suggests query optimizations through an interactive dashboard.
JMeter · PE Dashboard
05 Law Enforcement
Investigation & Trial Module
Comprehensive Investigation Platform
Full investigation management — records, documents, statements, evidence, accused, witnesses and court trial follow-ups. Analytics assists officers in driving investigations most effectively.
React · Node.js · PostgreSQL
06 Law Enforcement
Court Monitoring Module
Real-time Court Case Tracker
Auto-updates case status based on CC No. or CNR number as and when updates happen in the court portal, tracked by concerned police officers.
React · Node.js · PostgreSQL
07 Government ERP
Lokayukta Module
Case Registration & Investigation — Anti-Corruption
End-to-end digitalization of case registration and investigation under the Prevention of Corruption Act.
React · Node.js · PostgreSQL
08 Government ERP
Hostel Management Dashboard
Government Hostel Tracking System
Tracks students in govt. hostels from food serving to budget allocation on a daily basis — quantity, cost analysis of raw materials, menu planning, and attendance-based consumption.
Power BI · PostgreSQL · React · Node.js
09 AI / Intelligent
Crime Analysis AI
Conversational AI for Crime Database
AI bot giving conversational capability to the crime database for an officer's jurisdiction — crime type, date/time, location, hotspot analysis, repeat offenders, and more.
PostgreSQL · Ollama · GPT
10 AI / Intelligent
Intelligent DMS
Multilingual OCR Document Intelligence
Enhanced OCR for multiple languages — extracts text in English and regional languages, populates equivalent words for effective bilingual search, including phonetic search logic.
Tesseract · Claude Sonnet · GPT
11 Government ERP
DEXP
Digital Excise Platform
End-to-end digitization of all excise registers and store operations with barcode integration across Karnataka State Excise Department.
Power BI · PostgreSQL · React · Node.js
12 Law Enforcement
Rowdy Sheeter
Criminal Sheet Management System
Personal information, case details and preventive actions on individual criminal records with full history tracking.
Power BI · PostgreSQL · React · Node.js
13 Law Enforcement
Muddemal
Evidence Management System
Efficiently records, tracks and manages seized properties pertaining to cases. QR code for status tracking with mobile app.
Power BI · PostgreSQL · React · Node.js
14 Law Enforcement
Modus Operandi Bureau
Modus Operandi Bureau
Maintains records of offenders across all cases — personal information, accomplices, habits, routines, and modus operandi details.
Power BI · PostgreSQL · React · Node.js
15 Law Enforcement
Crime Analytics
Crime Trends Dashboard — Bengaluru City Police
Dashboard for FIRs across BCP limits — trends across division, sub-division and police stations, yearly/quarterly/monthly with key crime heads.
Power BI · PostgreSQL · React · Node.js
16 Communication
BCP Chat
Mobile Communication App — Police
Daily updates (DSR), daily crime reports (DCR), VIP location & movement, and team communication with structured presentation of all control room broadcasts.
React Native · Node.js · PostgreSQL · Azure/AWS
17 Government ERP
IMS Fire
Inventory Management — Fire & Emergency
Collects, manages and alerts on fire department resources — vehicles, equipment expiry, fire call and service call monitoring with timely reports.
React · Node.js · PostgreSQL
18 Education
University App
University Accreditation Management
Manages NAAC, NIRF, NBA accreditation steps, affiliated college processes, IDPs, research and staff lists — an effective solution for complex university processes.
Power BI · PostgreSQL · React · Node.js
19 Law Enforcement
NDPS Analytics
Narcotics Drug Tracking & Analytics
Tracks drug seizures across divisions with records of regular and repeat offenders, drug quantities, case details and case stages.
Power BI · PostgreSQL · React · Node.js
20 Law Enforcement
Bandobust
Police Deployment & Event Management
Designs bandobust schemes for public/org events — assigns personnel and officers to designated sectors, manages geo-location of personnel in real time during live scheme execution.
Power BI · PostgreSQL · React · Node.js
How We Work

Our process.

A disciplined five-step approach from discovery to intelligent deployment — always anchored in real-world constraints of the organizations we serve.

01
Discover
Deep-dive into existing workflows, pain points, and data flows within the organization.
02
Design
Architect the intelligent system — data models, AI pipeline, integration points, and UX.
03
Build
Develop web/mobile systems and AI layers in agile sprints with regular stakeholder demos.
04
Deploy
Rollout with training, change management, and hypercare support during go-live.
05
Evolve
Continuous improvement — AI retraining, agentic code reviews, and performance tuning.
Case Studies · Government Deployments

Projects in Govt.
Departments.

8 major deployments across Karnataka state government — from police to excise to fire services — each replacing manual processes with intelligent digital systems.

Featured · Bengaluru City Police
Commissioner of Police, Bengaluru City — Govt. of Karnataka
End-to-end digital transformation of the Bengaluru City Police. Built web and mobile applications covering Rowdy Sheeter management, Modus Operandi Bureau, Muddemal (property management), full Crime Analytics dashboard, and BCP Chat — a mobile communication app for field officers. Replaced entirely paper-based systems serving thousands of officers across the city.
5+
Applications
Web+Mobile
Platforms
Web App Mobile App Crime Analytics DMS
State Intelligence
State Intelligence Dept. — Govt. of Karnataka
Full ERP implementation across the state — integrated intelligence management and information flow.
ERP
Excise Department
State Excise Dept. — Govt. of Karnataka
Digital Excise Platform (DEXP) — end-to-end digitization of all excise registers and store operations with barcode integration.
DEXP Digitization
Fire Services
Karnataka Fire & Emergency Services
Inventory Management System + Document Management System
IMS · DMS
Education
CET Cell — Examination Authority
Counselling System — Performance Test and Improvement platform
Counselling System
Anti-Corruption
Karnataka Lokayukta
Case Management & Investigation Application + Analytics Solution
Case Mgmt · Analytics
Investigation
Criminal Investigation Dept.
Case Management, Analytics Solution + Document Management System
CMA · DMS · Analytics
IT Services
KEONICS
Document Management System — digitizing and managing organisational records
DMS
About Pattern Effects
Built on
conviction,
not hype.

Pattern Effects Labs was founded in Bengaluru with a rare blend of finance, technology, and management veterans — each with 20+ years at Fortune 500 companies. We've worked together as a team for more than 15 years.

Deep expertise in design, build and deployment of IT solutions — ERP, Analytics, SAP — now applied to the organizations that need intelligent systems the most: government departments and public sector bodies.

Today we're building the next layer: systems that don't just store and process data, but understand it, act on it, and improve over time.

🏆 Winner Elevate 2019 — Govt. of Karnataka
Incubated · NSRCEL IIM Bangalore
Incubated · ICICI Securities
20+ Years Fortune 500 Experience
Award ceremony
Recognition
Award from senior government officials, Karnataka
Elevate 2019
Elevate 2019
Winner — Govt. of Karnataka startup initiative
Certificate
Certificate
Certificate of Appreciation, Elevate 2019
Domain Depth
Deep expertise in public sector — we understand the constraints, compliance needs, and scale of government systems.
Regional Focus
Built for India — systems natively supporting Kannada, Hindi, Tamil, Telugu at the infrastructure level.
AI-First, Always
Every system we build today has an AI layer — OCR, conversational agents, or agentic automation pipelines.
Small Team, Big Impact
A lean, senior team. You work directly with the people who architect and build your system. No layers of abstraction.
Contact
Let's build
something
intelligent.
Location Workafella Infantry Road, 150, 1, Infantry Rd, Bengaluru, Karnataka 560001
Focus Government & Enterprise AI Systems
Typical Engagement Discovery → Build → Deploy → Evolve
Best For Large organizations ready to move from transaction processing to intelligent automation