Practice / AI Infrastructure

Compute, lifecycle, and the cost of intelligence.

The next decade of AI will be decided as much by infrastructure choices as by model choices. We help leaders make both well.

From inference at the edge to multi-region training — patterns proven in regulated environments.

Evaluation harnesses, observability, retraining triggers, and rollback you can trust.

Energy, water, and carbon accounting integrated into capacity planning.

Honest economics for foundation models, fine-tuning, and vendor selection.

Workload profiling, current-state architecture, and unit economics.

Target architecture and lifecycle controls aligned to your risk posture.

Runbooks, SLOs, and sustainability KPIs your team can own.

Start a conversation.

Strategy, governance, and infrastructure — built around people.