Case studies · illustrative figures
Outcomes our FDE teams engineer.
All metrics shown are placeholders pending client approval.
Service
Industry
Platform
Commerce
Making a mid-market e-commerce brand shoppable inside AI assistants
Strong catalog and APIs, but invisible when shoppers asked ChatGPT, Claude, Gemini, Meta AI or Perplexity for product recommendations. Zero revenue from AI channels.
[X]%
Share of AI-assistant answers for target product queries
ReadEnterprise
Raising AI accuracy for an enterprise running AI in production
AI assistants and agents deployed on GCP, AWS and Azure with no systematic evaluation. Accuracy drifted with every model or prompt change.
[0.XX]→[0.XX]
F1 score
ReadShared services
Agentic operations for a Global Capability Center (GCC)
A GCC serving HR, Finance, IT and Operations for its parent company ran on email, tickets and manual follow-ups.
[X]%
Employee queries resolved without a human
ReadStop building technology. Start engineering results.
Start with an outcome audit. We’ll map the systems, measures and FDE pod needed to move from AI ambition to production impact.

