practiceai.ai

What we do

AI Cost Assessment

Two weeks. We baseline your last three months of cloud spend and deliver a prioritized savings roadmap with a dollar figure and effort estimate per item. Fixed fee from $8,000.

Implementation & Fractional Platform Lead

We execute the roadmap — priced on realized savings, so you pay a percentage of dollars that verifiably left the bill — or embed as your senior platform owner ~8 hrs/week.

Team Workshops

Two days of hands-on training on your own stack: Kubernetes, GitOps, observability, ML inference, cloud cost for engineers. From $8,000.

Cut your cloud and GPU bill 20–40%

Cut your cloud and GPU bill 20–40%

What we do

AI Cost Assessment

Implementation & Fractional Platform Lead

Team Workshops

How ROI is measured

Who's behind this

Daniel Gotlieb — Director of AI Engineering & Infra at an AI company, 10+ years running Kubernetes, GPU/ML infrastructure and cloud cost in production, and a decade teaching engineers.

Cut your cloud and GPU bill 20–40%

Cut your cloud and GPU bill 20–40%

What we do

AI Cost Assessment

Implementation & Fractional Platform Lead

Team Workshops

How ROI is measured

Who's behind this

Daniel Gotlieb — Director of AI Engineering & Infra at an AI company, 10+ years running Kubernetes, GPU/ML infrastructure and cloud cost in production, and a decade teaching engineers.

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