Case Studies

Real examples of how we fix data, automate processes, and run platforms that actually work.

Missoma - E-commerce data & marketing intelligence

  • Disconnected data across Shopify, GA4, marketing platforms and finance

  • No clear view of CAC, LTV or campaign performance

  • Heavy manual reporting across teams

    We built a centralised data platform with automated pipelines and a governed semantic layer, delivering real-time dashboards across marketing, finance and leadership.

    ✦ 80% reduction in manual reporting
    ✦ Real-time decision-making

Swingers - Operational platform & AI-driven insights

  • Fragmented data across bookings, POS, marketing and operations

  • Manual reporting and inconsistent KPIs

  • No real-time visibility across venues

We delivered a unified data platform with automated pipelines, real-time dashboards and AI agents enabling teams to query data instantly.

✦ 80% reduction in manual reporting
✦ Real-time visibility across venues
✦ AI-driven access to insights for non-technical users

PanGaia - Scaling a global data platform

  • 100+ disconnected tools creating data silos

  • Heavy reliance on Excel and manual reporting

  • Lack of trust in key metrics

We built a scalable data platform consolidating ecommerce, marketing and operational data, with structured models and dashboards.

✦ Single source of truth across the business
✦ Reporting reduced from days to minutes
✦ Trusted KPIs used in key business decisions

Red Engine - Global performance & venue analytics

  • Data spread across bookings, POS, staffing and marketing systems

  • No consistent KPIs across locations

  • Manual reporting slowing decision-making

We built a unified platform with automated ingestion, a semantic model and dashboards across operations, marketing and finance, alongside AI-driven analytics.

✦ Real-time performance tracking across UK & US venues
✦ Faster decisions on staffing, bookings and marketing
✦ Foundation for predictive modelling and growth

Jessica McCormack - Retail reporting & growth platform

  • Excel-based reporting and disconnected systems

  • No single view of customer, sales or inventory data

  • Limited visibility for scaling the business

We implemented a modern data platform with automated reporting and self-service dashboards aligned to commercial and operational teams.

✦ 70% reduction in manual reporting
✦ Real-time visibility across sales and operations
✦ Platform ready to support international expansion

Passiflora - Profitability & marketing decisioning

  • Inaccurate attribution and unreliable marketing metrics

  • No clear view of profitability across brands and products

  • Time-consuming manual reporting

We built a data platform with profitability modelling, marketing analytics and decision-support dashboards.

✦ 2,000+ hours of manual work removed
✦ 13% reduction in ad spend waste
✦ 4% increase in sales and improved portfolio performance