Use Cases

Real projects, real results. From generative AI and RAG systems to NLP, computer vision, data analysis, and workshops.

Finance

Brand Perception Analytics at Scale

Aspect-Level Sentiment from Millions of Reviews for Investment Decisions

Generative AINLPSentiment AnalysisBI
SaaS

Chatbot BI & Data Pipelines

Data Analysis and Reporting that Drive Optimization Decisions

Generative AIBIExpoloratory Data AnalysisData Engineering
Professional Services

AI Strategy & Roadmap

Building an AI team, winning clients, and launching first AI projects

AI StrategyRoadmapTeam buildingGo-to-market
Cross-industry

Use-Case Prioritisation for AI Initiatives

Ranked portfolio, low-hanging fruit, and timeline estimates so you invest in what matters most

Use-Case PrioritisationImpact AssessmentLow-hanging fruitTimeline estimation
SaaS

RAG System for Live Customer Support

90%+ Intent Prediction with Sub-Second Responses Across Multiple Organizations

Generative AIRAGNLPProduction
Finance

Investment Knowledge Assistant

Deal Insights in Hours Instead of Weeks for Investment Teams

Generative AIRAGLLMEnterprise
Banking

Financial Data Extraction from Prospectuses

91% Automation with 80% Faster Processing for a Global Bank

Generative AINLPDeep LearningAutomation
Media

Recommendation System & Churn Reduction

6% Churn Reduction for a Major Broadcasting Company

MLRecommendationGCP
Manufacturing

Automated Quality Inspection System

AI-Powered Packaging Damage Detection with Real-Time Alerts and 41% Waste Reduction

Computer VisionQuality InspectionManufacturing
Education

RAG Chatbot Hackathon: Internal Wiki

One-day hackathon for 20 developers to build a RAG chatbot on internal Wiki using AI coding tools

Generative AIRAGHackathonAI Coding
Education

Effective Work with AI Agents

Hands-on workshop so developers get more from AI coding tools—without the confusion or cost creep

Generative AIAI DevelopmentWorkshop
Education

Sustainability AI Hackathon

Four sustainability-focused AI use cases: scenario analysis, BOM generation, LCA transformation, and data mapping

Generative AISustainabilityLCAHackathon

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