Case Studies

Project Portfolio

Deep dives into how our AI systems and platforms solve real business challenges. Each project showcases our approach, technical implementation, and measurable outcomes.

12 Projects

RosterBhai

HR / Operations

Challenge

Manual employee scheduling creates conflicts, requires excessive coordination time, and lacks visibility for dynamic shift management. Organizations with rotating staff struggle with spreadsheet-based scheduling that cannot handle real-time changes, shift swapping, or team-wide visibility.

Our Approach

  • 1Built real-time roster creation and management system
  • 2Developed dynamic shift swapping with approval workflow
  • 3Created mobile-friendly interface for on-the-go access
  • +2 more steps

Technical Highlights

Real-time database synchronizationConflict detection algorithmsPush notification integrationRole-based access for managers and staff+1 more

Impact

Eliminated scheduling conflicts with improved workforce coordination

Key Results

Reduced scheduling overhead by 60%Eliminated shift conflictsImproved workforce coordination
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ComplianceTracker

Healthcare Compliance

Challenge

Healthcare organizations struggle to maintain regulatory compliance, track certifications, and manage training across distributed teams. Spreadsheet-based tracking is error-prone and cannot provide proactive alerts for expiring credentials, putting organizations at risk of compliance violations.

Our Approach

  • 1Built centralized compliance management platform
  • 2Developed automated renewal tracking and alerts
  • 3Created training management module
  • +2 more steps

Technical Highlights

Automated expiration tracking with email alertsDocument management with audit trailsTraining completion tracking and verificationRole-based access for compliance officers+1 more

Impact

Achieved zero compliance violations with automated tracking and reminders

Key Results

Zero compliance violationsAutomated renewal remindersReduced administrative burden by 70%
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Rancour AI Assistant

Enterprise AI

Challenge

Businesses need intelligent assistants that can handle complex, multi-step tasks beyond simple Q&A. Existing chatbots lack the ability to execute workflows, generate technical outputs, or maintain context across extended interactions, limiting their utility for real business operations.

Our Approach

  • 1Integrated large language models with custom capabilities
  • 2Built multi-modal interaction (text and voice)
  • 3Developed code generation and execution pipeline
  • +2 more steps

Technical Highlights

LLM integration with custom prompt engineeringSpeech-to-text and text-to-speech pipelinesSandboxed code execution environmentPlugin architecture for extensibility+1 more

Impact

Enabled complex task automation with human-like conversation quality

Key Results

80% reduction in manual tasksHuman-like conversation qualityCross-domain assistance
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FraudChecker

Fintech / E-commerce

Challenge

Businesses face increasing fraud attempts during user onboarding and transactions. Manual verification is slow and inconsistent, while many automated solutions create friction for legitimate users. Organizations need fast, accurate identity verification that balances security with user experience.

Our Approach

  • 1Developed multi-point identity verification system
  • 2Built real-time risk scoring engine
  • 3Created automated validation workflows
  • +2 more steps

Technical Highlights

Multi-source data validation (name, phone, email, ID)Machine learning-based risk assessmentReal-time scoring with sub-second responseRESTful API with webhook notifications+1 more

Impact

Enabled instant fraud detection while maintaining smooth user experience

Key Results

Instant fraud detection95%+ detection accuracySeamless workflow integration
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DocSaaS ePrescription

Healthcare / Medical

Challenge

Healthcare providers spend excessive time on prescription paperwork and documentation. They lack access to integrated medical databases and analytics tools that could improve patient care. Paper-based or fragmented digital systems lead to errors, inefficiency, and missed opportunities for data-driven clinical insights.

Our Approach

  • 1Built comprehensive medical database with drug interactions
  • 2Developed intuitive prescription generation interface
  • 3Created analytics dashboard for disease pattern insights
  • +2 more steps

Technical Highlights

Structured medical data schema with drug databaseReal-time drug interaction checkingLocation-based disease pattern analyticsSecure cloud storage with encryption+1 more

Impact

Streamlined prescription workflow with data-driven clinical insights

Key Results

50% faster prescription creationData-driven clinical insightsPaperless prescription workflow
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AI Voice Agent

Customer Service / Telecommunications

Challenge

Organizations operating in multilingual markets face significant challenges providing round-the-clock customer support over phone calls. Traditional call centers require massive staffing costs, and existing AI voice solutions perform poorly with regional languages. The lack of natural, human-like voice interactions leads to customer frustration and high abandonment rates.

Our Approach

  • 1Developed custom speech recognition models optimized for telephony audio quality
  • 2Built real-time audio streaming pipeline with sub-200ms latency
  • 3Implemented multi-turn conversation management with context preservation
  • +2 more steps

Technical Highlights

WebSocket-based real-time audio streamingCustom fine-tuned speech models for regional accentsEmotion detection for sentiment-aware responsesFallback mechanisms for graceful degradation+1 more

Impact

Enabled 24/7 automated call handling with significant reduction in manual intervention

Key Results

24/7 automated call handling90%+ Bangla STT accuracy80% reduction in manual intervention
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Social Media Automation Platform

Marketing / E-commerce

Challenge

Businesses managing customer engagement across multiple social channels struggle with response delays, missed leads, and inconsistent brand communication. Manual monitoring of comments, messages, and mentions across platforms is time-consuming and error-prone, leading to lost opportunities and poor customer experience.

Our Approach

  • 1Built unified inbox aggregating all social channel interactions
  • 2Developed AI-powered response suggestion system
  • 3Created lead scoring and qualification pipeline
  • +2 more steps

Technical Highlights

Multi-platform API integration with major social networksNLP-based intent classification and sentiment analysisMessage queue architecture for reliable event processingWebhook-based real-time event handling+1 more

Impact

Reduced manual workload significantly while ensuring instant response times

Key Results

80% reduction in manual workloadInstant response timesConsistent cross-channel engagement
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BanglaSTT with BanglaSER

AI / Speech Technology

Challenge

Existing speech recognition systems are primarily trained on English and major world languages, performing poorly with regional languages especially in noisy telephony environments. This limitation makes voice-based automation nearly impossible for businesses serving regional language speakers, forcing reliance on expensive human operators.

Our Approach

  • 1Collected and curated domain-specific audio datasets
  • 2Trained custom acoustic models optimized for telephony audio
  • 3Developed speaker emotion recognition system
  • +2 more steps

Technical Highlights

End-to-end neural speech recognition architectureData augmentation for noise robustnessEmotion classification from voice featuresStreaming inference for real-time processing+1 more

Impact

Achieved high accuracy in challenging telephony environments with emotion insights

Key Results

90%+ Bangla recognition accuracyEmotional tone insightsTelephony-grade reliability
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Real-Time Text-to-Speech Reader

Accessibility / EdTech

Challenge

Users with visual impairments or reading preferences need instant, natural-sounding text-to-speech that syncs with visual content. Existing solutions have noticeable latency, robotic voices, or lack proper synchronization with on-screen text, creating a disjointed experience.

Our Approach

  • 1Developed low-latency TTS pipeline
  • 2Built word-level synchronization system
  • 3Created expressive voice synthesis
  • +2 more steps

Technical Highlights

Streaming TTS with chunked audio deliveryWord timing extraction and highlight syncMultiple voice options with adjustable parametersWeb Audio API integration+1 more

Impact

Delivered seamless reading experience with instant audio conversion

Key Results

Instant audio conversionEnhanced accessibilitySeamless reading experience
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Twilight Story Teller

Media / Entertainment

Challenge

Content creators need expressive, customizable voice generation for storytelling without expensive studio recording. Available text-to-speech solutions sound robotic and lack the emotional range needed for engaging narrative content, forcing creators to choose between quality and cost.

Our Approach

  • 1Built expressive voice synthesis system
  • 2Developed tone and style customization controls
  • 3Created custom voice creation pipeline
  • +2 more steps

Technical Highlights

Neural TTS with emotion controlVoice cloning capabilitiesAudio post-processing pipelineExport in multiple audio formats+1 more

Impact

Enabled studio-quality narration with customizable voice styles

Key Results

Studio-quality narrationCustomizable voice stylesFast content turnaround
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Hybrid Multilingual Transcription Studio

Legal / Healthcare / Enterprise

Challenge

Organizations with strict data privacy requirements cannot use cloud-based transcription services due to compliance constraints. They need high-accuracy, multilingual transcription with speaker identification that runs entirely on-premises, without any data leaving their infrastructure.

Our Approach

  • 1Developed GPU-accelerated local processing pipeline
  • 2Implemented multi-source audio capture (mic, browser, apps)
  • 3Built speaker diarization for multi-speaker conversations
  • +2 more steps

Technical Highlights

CUDA-optimized inference engineAudio capture from multiple system sourcesSpeaker embedding clustering for diarizationHybrid multilingual model architecture+1 more

Impact

Enabled secure transcription in air-gapped environments with enterprise-grade performance

Key Results

Complete data privacyHigh-performance transcriptionZero cloud dependency
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Offline Speech Processing System

Government / Defense / Enterprise

Challenge

Air-gapped environments and organizations with strict data sovereignty requirements need speech processing capabilities without any cloud connectivity. They cannot risk data exposure through cloud services but still require accurate transcription, speaker identification, and audio processing.

Our Approach

  • 1Developed fully offline speech recognition system
  • 2Built local speaker diarization pipeline
  • 3Created neural noise suppression module
  • +2 more steps

Technical Highlights

Optimized models for CPU/GPU inferenceSpeaker embedding extraction and clusteringReal-time noise reduction algorithmsLocal model updates without connectivity+1 more

Impact

Delivered enterprise-grade speech processing with complete data privacy

Key Results

100% data privacyWorks without internetEnterprise-grade security
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