Case Studies

Proof, not promises.

Real projects. Real numbers. Real production deployments.

Fintech

Autonomous Transaction Reconciliation at a Pan-African Payment Processor

Replaced a team of 14 manual reconcilers with a 3-agent pipeline that processes 2M daily transactions with 99.97% accuracy.

  • 99.97% accuracy on 2M daily transactions
  • 14 → 0 manual reconcilers
  • $2.1M annual cost saving
  • Fully live in 9 weeks
LangGraphPostgreSQLdbt
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Retail

AI Product Recommendation Engine for D2C Fashion Brand

Built a collaborative-filtering + LLM hybrid recommendation system. Average order value increased 38% in 3 months post-launch.

  • +38% average order value
  • +22% click-through rate
  • Sub-80ms p99 inference
  • A/B tested with 95% confidence
PyTorchNext.jsMLflowKafka
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Pharma

GxP-Compliant MLOps Platform for Clinical Trial Analytics

Delivered a validated, audit-ready model deployment pipeline meeting FDA 21 CFR Part 11 requirements — in 16 weeks.

  • FDA 21 CFR Part 11 compliant
  • Full audit trail with e-signatures
  • 5× faster model deployment
  • 100% rollback coverage
KubernetesMLflowTerraformPython
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Logistics

Agentic Last-Mile Routing Optimizer for 3PL Operator

Multi-agent system that continuously re-optimises delivery routes using real-time traffic feeds, cutting fuel costs by 23%.

  • -23% fuel expenditure
  • +17% on-time delivery rate
  • Real-time re-routing under 500ms
  • Integrated with 6 carrier APIs
LangGraphFastAPIRedisOpenAI
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