Verified case · case-002

Customer support auto-reply: $1840/mo → $287/mo.

High-volume repetitive prompts — biggest savings live here.

Before

$1840

After

$287

Saved

84%

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Details

Workload: customer support auto-reply
Role: small SaaS team
Region: EU
Monthly saved: $1553
Annual projection: $18,636
Output quality: identical — A/B blind test, 50 samples

What changed

Same prompts. Same code. Same Claude model. The only change was where the request flows through before it hits Anthropic. AIUsage audits the workload, removes what didn't need to be there, forwards the rest. Your API key stays yours — AIUsage never stores it.

We don't publicly describe the mechanism behind the reduction — the proof is the number, and the number is testable. Paste your last 30 days at aiusage.ai and see your own delta. If it doesn't land above 40%, we tell you outright.

Other verified cases

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