TswiraTswira

Case Studies

Discover how we help leverage data and analytics

From lead qualification to suspicious activity detection, document intelligence to risk assessment — see how our AI systems deliver real impact across industries.

Generative AI

AI-Powered Lead Qualification for Real Estate

Challenge

A real estate firm was manually reviewing hours of sales call recordings to identify hot leads, resulting in delayed follow-ups and lost opportunities.

Solution

We built an AI-powered system that automatically transcribes sales calls, classifies leads as hot/warm/cold using natural language processing, and provides a dashboard with categorized insights for the sales team.

Impact

  • Automated lead scoring from sales call recordings
  • Dashboard analytics with real-time pipeline visibility
  • Clear follow-up priorities for the sales team
  • Improved conversion rates through timely engagement
Computer Vision

Suspicious Activity Detection for Secure Facilities

Challenge

A security operations team needed real-time monitoring of restricted areas to detect unauthorized access and suspicious behavior that human guards alone could miss.

Solution

We deployed a computer vision system that continuously monitors video feeds, detects anomalies, classifies behavior patterns, and generates instant alerts for suspicious activities.

Impact

  • Real-time video stream analysis and anomaly detection
  • Automated alert generation for suspicious behavior
  • Unauthorized access identification and tracking
  • Enhanced security coverage beyond human monitoring
Document Intelligence

Intelligent Document Processing for Enterprise Records

Challenge

An organization with thousands of documents needed an intelligent system to classify, search, and extract information from their document repository without manual review.

Solution

We built a GenAI-powered document intelligence platform that automatically classifies documents, enables intelligent search, extracts key entities, and triggers workflow actions based on document content.

Impact

  • Automated document classification and tagging
  • Intelligent search across the entire document repository
  • Workflow automation triggered by document content
  • Significant reduction in manual document processing time
Computer Vision

Behavior Analysis and Visitor Tracking for Retail

Challenge

A retail operation wanted to understand visitor behavior, track foot traffic patterns, and optimize store operations using their existing camera infrastructure.

Solution

We developed a computer vision system that analyzes visitor behavior, tracks movement patterns, classifies activities, and provides actionable operational insights through an analytics dashboard.

Impact

  • Visitor behavior analysis and movement tracking
  • Store operation optimization through data insights
  • Activity classification and pattern recognition
  • Actionable analytics for operational decisions
AI & Analytics

Credit Risk Assessment and Fraud Detection

Challenge

A financial institution needed a proactive system to assess credit risk and detect fraudulent activities in real-time, rather than reacting after losses occurred.

Solution

We built an AI-driven risk assessment system that analyzes transaction patterns, evaluates credit risk using predictive models, and flags suspicious activities for immediate investigation.

Impact

  • Real-time credit risk scoring and assessment
  • Fraud detection through pattern analysis
  • Proactive risk mitigation before losses occur
  • Enhanced financial operation security
Computer Vision

Wildlife Monitoring and Classification System

Challenge

A wildlife reserve needed an AI system to monitor animal activity, classify species, and detect potential threats to wildlife in their natural habitat.

Solution

We deployed an AI-powered monitoring system using computer vision that classifies animal species, tracks movement patterns, and detects potential poaching or environmental threats in real-time.

Impact

  • Real-time wildlife monitoring and classification
  • Species identification and population tracking
  • Threat detection for conservation efforts
  • Data-driven wildlife protection strategies

Ready to unlock the full potential of AI for your business?

Whether you need lead qualification, suspicious activity detection, or a custom AI system — we'll help you move from concept to deployment.