Verified case · case-004

Agentic workflow — research + draft + critique loop: $2490/mo → $498/mo.

Agent loops compound savings; lean into this for Reddit r/ClaudeAI.

Before

$2490

After

$498

Saved

80%

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Details

Workload: agentic workflow — research + draft + critique loop
Role: agency
Region: UK
Monthly saved: $1992
Annual projection: $23,904
Output quality: identical

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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