Case Studies

Proven Solutions, Measurable Impact 

Data Science Success Stories

See how we transform complex data challenges into competitive advantages. Each project showcases our ability to deliver measurable business value through innovative technical solutions.

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Energy Market Intelligence Platform

Industry: Energy & Utilities

Automated processing and analysis of 200+ million accurate time-value pairs for US electricity market intelligence, market modelling and forecasting.

Impact:

  • 200+ million data points processed with 99.9% accuracy
  • Historical dataset spanning decades with daily updates
  • Comprehensive weather and geospatial data integration

Key Technologies: python, web-scraping, APIs, time-series, energy-modelling, data-pipeline

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AI-Powered Marketing Analytics Platform

Industry: Technology/Marketing

Conversational AI platform enabling natural language queries across marketing performance data, serving global telecommunications clients with cross-market intelligence capabilities.

Impact:

  • 5+ million campaign rows processed and analysed
  • Cross-market learning and AI-generated recommendations
  • Natural language interface for non-technical users
Key Technologies:
llm, knowledge-graphs, conversational-ai, marketing-analytics, gpt-4
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Network Routing Optimisation

Industry: Telecommunications

“Google Maps for telecommunications” delivering improvements in fibre optic network routing and planning calculations.

Impact:

  • 10x speed improvement in routing calculations
  • UK-wide bulk processing capabilities
  • Enhanced network planning and optimisation
Key Technologies:
Ordnance Survey Master Maps, graph-algorithms, network-optimisation, python, PostGIS, Airflow, geospatial
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Financial Services Regulatory Reporting

Industry: Financial Services

Regulatory reporting and management insights for international banking operations, consolidating hierarchical data, compliance metrics, and revenue analytics.

Impact:

  • Consolidated multi-source data architecture
  • Executive-level management insights dashboards
  • Enhanced regulatory compliance capabilities
Key Technologies:
regulatory-reporting, tableau, data-consolidation, financial-services, compliance
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Customer Behaviour Prediction & Segmentation

Industry: Telecommunications

Propensity models and customer segmentation for telecommunications provider, enabling targeted marketing campaigns and revenue optimisation.

Impact:

  • UK-wide household-level analysis
  • Enhanced targeted marketing capabilities
  • Revenue forecasting and optimisation models

Key Technologies:
propensity-modelling, customer-segmentation, machine-learning, demographics, forecasting

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Government Policy Tracking System

Industry: Government & Public Sector

Document tracking system using advanced NLP and graph theory to identify relationships and automate policy analysis workflows.

Impact:

  • Automated policy document tracking and analysis
  • Advanced relationship mapping across government policies
  • Streamlined workflow for policy researchers

Key Technologies:
NLP, graph-theory, document-processing, web-scraping, mongodb, Neo4J

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Digital Advertising Performance Optimisation

Industry: Digital Marketing

Predictive analysis platform for advertising performance across various marketing platforms.

Impact:

  • Cross-platform advertising intelligence
  • Automated performance optimisation recommendations

Key Technologies:
predictive-analytics, multi-platform, machine-learning, advertising-optimisation, performance-analysis

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Emergency Services Analytics

Industry: Government & Public Sector

Post-Grenfell high-rise building identification system for London Fire Brigade. Improving public safety planning with advanced geospatial operations and network theory.

Impact:

  • 7+ million properties (UPRNs) processed across London
  • Enhanced building safety identification capabilities
  • Improved emergency services planning and response
Key Technologies:
Ordnance Survey Master Maps, geospatial-analysis, network-theory, public-safety, data-mining, address-processing
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Cloud Platform Modernisation & Cost Optimisation

Industry: Technology/Media

Complete data platform rebuild using modern cloud-native architecture.

Impact:

  • 50%+ infrastructure cost savings
  • Query times improved from 20 minutes to 2 minutes
  • Enhanced pipeline reliability and maintainability

Key Technologies:

cloud-architecture, cost-optimisation, data-platform, aws, dbt, modernisation

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