Audit & optimization
I find where AI truly creates value, and cut the bill on what's already running.
Adopting AI without a strategy is expensive both ways: missed opportunities, and token bills that blow up. I audit your processes, put numbers on the profitable cases, and optimize your existing solutions: often 30 to 70 % less cost, at the same quality.
By the numbers
−30 to −70 %
on your AI bill, at the same quality
ROI
every use case quantified
48 h
for a first audit readout
What I build
AI audit & strategy
Your processes put under the microscope to find the use cases with real ROI, and honestly rule out the ones that aren't worth it.
Audit · Quantified use cases · Roadmap ROI
Cost optimization
Model selection, caching, prompt architecture, batching: the LLM bill goes down without losing quality.
−30 to −70 % · Caching · Batching · Model selection
Feasibility scoping
Before you invest: what's feasible, at what cost, with what risks, on your real data.
Feasibility · Targeted POC · Risk analysis
The promise
AI at the right price, where it pays off.
Before, after
An LLM bill that blows up every month
−30 to −70 % in cost, at the same quality
AI everywhere except where it pays off
A roadmap prioritized by return on investment
The stack
Token audit
Prompt engineering
Caching
Batching
Observability
Evaluation
Contact
Ready to build something that matters?
Reply within 24 h · first conversation free with no strings attached.