// case_studies

Case Studies|

Real transformations. Real results. See how we've helped businesses across industries turn ideas into successful digital solutions through our proven development process.

Manufacturing

Automating Surface Area Calculations for Protective Coating Applications

A specialist protective coating company was spending significant time manually analyzing PDF engineering drawings to calculate surface areas for quotations. This manual process was time-consuming and error-prone, creating bottlenecks in their competitive quotation process.

The Challenge

  • Manual identification of fabricated structures from PDF drawings
  • Complex mathematical calculations for various geometric shapes
  • Time-consuming quotation process affecting competitiveness
  • Risk of human error in critical pricing calculations

Our Solution

Interactive PDF Processing

OCR-enabled tagging interface for direct element selection

Automated Calculations

Pre-defined formulas for CHS/SHS, I-Beams, RSA, and more

Multi-tenant Architecture

MongoDB backend with React frontend for secure data management

Export Integration

Automated Excel report generation for quotation workflow

Business Impact

Hours → Minutes
Processing Time Reduction
100%
Calculation Accuracy
Faster
Quote Turnaround

Technology Stack

PythonFlask/FastAPIReactMongoDBOCR
Manufacturing

Transforming Manufacturing Maintenance Through Intelligent Messaging

A window and door manufacturer needed to systematically manage machine maintenance across their production floor. Engineers worked directly with machinery and rarely accessed desktop systems, creating a communication gap for critical maintenance tasks.

The Challenge

  • No systematic reminders for scheduled maintenance
  • Engineers worked on production floor, not at computers
  • Missed maintenance windows causing potential equipment failures
  • Lack of management visibility on maintenance completion

Our Solution

Messaging-Native Interface

AI agent integrated with existing mobile messaging platforms

Natural Language Processing

Text, voice-to-text, and voice note processing capabilities

Visual Documentation

Mobile camera integration for maintenance evidence capture

Meeting Integration

Automatic task extraction from meeting transcriptions

Business Impact

Zero
Missed Maintenance
Real-time
Management Visibility
No Training
Required for Engineers

Technology Stack

AI AgentNLPCloud APIsMobile IntegrationVoice Processing
Infrastructure

Delivering AI Expertise as Technical Partner in Infrastructure Analytics

A specialist technology consultancy needed advanced AI and machine learning expertise for their infrastructure client project. They required a trusted technical partner to deliver production-ready AI solutions while maintaining client relationships.

The Partnership Need

  • Client required sophisticated root cause analysis capabilities
  • Needed AI-enhanced reporting within existing monitoring platform
  • Consultancy lacked specialized AI/ML expertise
  • Required rapid integration with existing project team

Our Technical Contributions

Vector Database Architecture

Designed efficient indexing for natural language queries

ML Pipeline Development

Built classification algorithms for predictive root cause analysis

Integration Strategy

Seamless data parsing pipelines with existing platform APIs

Conversational AI Framework

Natural language processing for technical query transformation

Business Impact

Expanded
Service Capabilities
Accelerated
Project Delivery
Enhanced
Client Value

Partnership Model

Technical subcontracting that allowed our client to maintain project ownership and client relationships while accessing deep AI/ML expertise when needed.

Technology Stack

Vector DatabasesMachine LearningGenerative AINLPAPI Integration

Ready to Transform Your Business?

See how our proven 5-stage process can deliver real results for your organisation.

Book a Discovery Call