Case Studies
ML and AI integrations, automation, and optimization built for production.
Case Studies
A curated set of what we build and deliver.
Masters
Unified analytics and personalization so teams run trusted experiments and move faster.
Plug-and-Play Commerce Analytics
Multi-tenant ingestion and revenue analytics that speed SMB onboarding with stable KPI definitions.
Semantic Deduplication at Ingestion
Hybrid retrieval and semantic scoring to remove duplicates before downstream pipelines.
Jet Tracker
Public ATC audio to tail numbers, ownership inference, and destination likelihood for market signals.
USDDub
Canonical market data and signals that stay consistent across sources and time.
Document Intelligence (OCR, Extraction, RAG)
Turn PDFs into structured data and searchable knowledge with citations.
Support Ticket Triage + Auto-Routing
Classification, tagging, and routing that keeps queues clean and responses consistent.
Fraud Detection Pipeline + Monitoring
Real-time scoring with feature pipelines, monitoring, and controlled rollouts.
Demand Forecasting + Inventory Optimization
Forecasting that plugs into planning workflows and supports what-if scenarios.
Internal LLM Copilot (Policies + Tools)
A secure assistant that answers questions and triggers internal tools with guardrails.
Industry Capabilities
We tailor ML solutions for your sector. Expand to view examples.
🛡️Non-life Insurance
15 solutions
Non-life Insurance
15 solutions
- • Fraud detection on insurance claims using behavioral and historical patterns.
- • Computer vision damage assessment for vehicles and property based on photos.
- • NLP-based document extraction from claims, invoices, and police reports.
- • Smart claim triage and routing by complexity and fraud risk.
- • Risk-based pricing optimization using customer and asset features.
- • Underwriting decision support with explainable ML models.
- +9 more
❤️Life Insurance
15 solutions
Life Insurance
15 solutions
- • Medical underwriting risk scoring based on applications and health data.
- • NLP extraction from medical records and doctors' notes.
- • Misrepresentation and fraud detection in applications.
- • Policy lapse and churn prediction models.
- • Claims automation for death and disability benefits.
- • Call center copilot for policy servicing and sales.
- +9 more
💳Credit & Lending
15 solutions
Credit & Lending
15 solutions
- • Credit scoring and probability-of-default prediction.
- • Income and affordability estimation from bank statements.
- • Collections strategy optimization and contact timing models.
- • Application and transaction fraud detection.
- • KYC and identity verification using CV and OCR.
- • AML transaction monitoring with reduced false positives.
- +9 more
🏠Mortgage Finance
15 solutions
Mortgage Finance
15 solutions
- • Automated mortgage document processing using OCR and NLP.
- • ML-based property valuation and price estimation.
- • Fraud detection in appraisal and transaction networks.
- • Debt-to-income and affordability risk prediction.
- • Default and early repayment forecasting.
- • Underwriting decision support with explainability.
- +9 more
🏦Financial Services
15 solutions
Financial Services
15 solutions
- • Transaction anomaly detection in payment flows.
- • Merchant and partner risk scoring models.
- • Chargeback prediction and prevention analytics.
- • Graph-based fraud and network analysis.
- • Automated KYC/KYB document processing.
- • AML monitoring with ML-enhanced rules.
- +9 more
📈Fund Management
15 solutions
Fund Management
15 solutions
- • NLP-based news and sentiment signal extraction.
- • Portfolio risk and factor exposure analytics.
- • Automated client reporting with GenAI summaries.
- • Compliance monitoring and restriction checks.
- • Trade surveillance and market abuse detection.
- • Alternative data ingestion and feature pipelines.
- +9 more
💻IT Consulting
15 solutions
IT Consulting
15 solutions
- • GenAI and RAG assistants for internal knowledge bases.
- • Presales automation for RFP analysis and proposal drafting.
- • B2B lead scoring and prioritization models.
- • Project delivery risk and timeline forecasting.
- • Ticket triage and routing automation.
- • AI-assisted code review and security hints.
- +9 more
☁️Data Processing & Hosting
15 solutions
Data Processing & Hosting
15 solutions
- • AIOps anomaly detection for metrics and logs.
- • Root-cause analysis through event correlation.
- • Infrastructure capacity forecasting.
- • Cloud cost optimization using ML (FinOps).
- • Support ticket copilot and summarization.
- • Log clustering and new error pattern detection.
- +9 more
📡Telecommunications
15 solutions
Telecommunications
15 solutions
- • Subscriber churn prediction models.
- • Personalized tariff and offer recommendations.
- • Network anomaly and degradation detection.
- • Self-healing network optimization.
- • Cell and network capacity planning.
- • Call center copilot and call summarization.
- +9 more
🛒E-commerce & Retail
15 solutions
E-commerce & Retail
15 solutions
- • Personalized product recommendation engines.
- • Search relevance and ranking optimization.
- • Demand forecasting at SKU level.
- • Inventory and replenishment optimization.
- • Dynamic pricing and margin optimization.
- • Promotion effectiveness and uplift modeling.
- +9 more
📞Call Centers
15 solutions
Call Centers
15 solutions
- • Speech-to-text transcription for calls.
- • Automatic call summarization using GenAI.
- • Real-time agent copilot with suggestions.
- • Intent classification and smart routing.
- • Sentiment and emotion detection in calls.
- • Automated quality scoring and compliance checks.
- +9 more
🚚Logistics & Freight
15 solutions
Logistics & Freight
15 solutions
- • Route optimization with traffic and constraints.
- • ETA prediction for shipments.
- • Load planning and consolidation optimization.
- • Fuel theft and route anomaly detection.
- • Driver safety and behavior scoring.
- • Predictive maintenance for vehicle fleets.
- +9 more
Industry not listed?
Our core capabilities apply across sectors. Let's discuss your workflow.
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