Find what's costing you
in production AI
We'll review your LLM spend, latency, retrieval quality, and reliability — and send back a written diagnostic with a cost-reduction estimate and a 30-day fix plan.
What you get
Cost Reduction Plan
Where your LLM spend is going (per feature, per model, per prompt) and where the biggest savings are. We give you a target number you can take to your CFO.
Reliability Diagnostic
Hallucination rate, retrieval@k, p50 / p95 / p99 latency, error patterns. Plus the specific architectural choices driving each one.
30-Day Fix Roadmap
A prioritized, sequenced plan: what to ship in week 1, week 2, week 4. Effort estimates. Expected impact per fix. Yours to keep — even if you don't hire us.
How the audit works
No obligation. No sales pitch.
If we don't see meaningful cost or reliability gains in your stack, we'll tell you on the call.
Request your audit
Tell us about your stack. We'll reply within 24 hours.
Prefer to talk first?
Email founder@themlbaba.com or book a 30-min call to discuss your AI stack.
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