Tune the AI system you already shipped.
Latency, cost, and quality wins on live systems. Profile, fix, and prove the lift before we leave.
- Engagement length
- 0-6wk
- Cost reduction
- 0-70%
- Latency improvement
- 0-5x
- Reproducible benchmarks
- 0%
Profile, fix, prove.
AI systems get slow and expensive in predictable ways: oversized models, naive prompting, missing caches, wrong serving topology. We profile, fix the high-leverage problems, and prove the lift with reproducible benchmarks.
- Latency profiling across model, retrieval, and orchestration layers
- Cost optimisation: caching, routing, distillation, batching
- Quality preservation: every fix runs through your eval suite first
From discovery to production.
- 01
Discover
Profile the live system. Surface the highest-leverage latency, cost, and quality problems with hard numbers.
- 02
Fix
Apply the smallest set of changes that move the needle: caching, routing, model swap, batching, or topology change.
- 03
Validate
Every change runs through your eval suite. Quality regressions get rolled back automatically.
- 04
Document
Reproducible benchmarks, runbooks, and a follow-up review at 30 days. Your team owns the gains.
AI feature working but burning cash on every call?
Book a 30-min consultWhat you get.
Reproducible wins, not vibes.
Every change is benchmarked under load with the same eval suite that gates your releases. We hand you the numbers, the runbook, and a follow-up review 30 days later.
- Reproducible load benchmarks before and after each change
- Eval-gated changes with automatic rollback on regression
- 30-day follow-up to confirm the gains held
Common questions.
Get the AI system you shipped to actually pay off.
Free 30-minute consultation. We'll size the lift before any commitment.
Schedule consultation