Staging environment
Sathyan Nandagopal
Free Lesson

AI Costs That Won't Wreck Your Margins

60 min
Feb 1, 2027 9:00 PM

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What you'll learn

See where your LLM money actually goes

Name the four cost drivers — model tier, tokens, retries, context bloat — before you optimize anything.

Pull the levers: route, cache, trim

Cut the average bill with model routing, caching, and trimmed context — checked so quality never drops.

Cap the worst day the model can't cross

Set a per-session spend cap enforced outside the model — loud and fail-closed — so a runaway can't happen.

Why this topic matters

Your agent works. Your bill doesn't — and you can't fully explain why. The idea this hour proves: cost is an engineering choice, not a surprise. Every dollar was decided in code — model tier, tokens, retries, context bloat. So I route, cache, and trim to cut the average bill without touching quality, and put a hard spend cap outside the model — the one the agent can't loop past — to protect the worst day. Deploy.

You'll learn from

Sathyan Nandagopal

Sathyan Nandagopal

AI Product Leader & Advisor. 6 AI products; '5D Method' ; IDW 2026 Speaker

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