Your AI API bill is growing faster than your users.

# move non-urgent jobs to the provider batch API
# 1. write requests to a .jsonl file
# 2. submit as one batch job, collect results next morning
# same prompts, same model, lower price per request

What we look for

• Expensive models doing simple jobs a cheaper model handles fine
• Prompt caching left switched off
• Background jobs that could run on the cheaper batch APIs
• Oversized prompts and context sent on every call
• Retries and duplicate calls paying twice for the same answer
• Bedrock provisioned capacity sitting idle

What you get

• Every finding ranked by monthly savings, calculated from your own usage
• Ready-to-apply config changes and code snippets
• A short list of bigger changes we spotted but did not include, and why

Price and guarantee

$299, one time. No subscription, no call needed.

If the fixes we find add up to less than 3x the fee over a year, you get a full refund. How refunds work.

How it works

1. Pay securely
2. Email your usage export and a few sample requests with private data removed (guide arrives after payment)
3. Get your fix pack within 48 hours

Who does the work

Abhijeet Mahadik, Senior Staff CloudOps engineer with 7+ years running cloud at petabyte scale, now focused on AI cost.

Questions