Ways we can lower your AI bill
Most clients need two or three of these, not all five. The audit tells us which ones fit your situation.
AI usage audit
We connect to your billing and usage data and work out where the money goes, per model, per feature and per team. You get a list of savings ranked by impact and effort.
- Spend breakdown per model and teamKnow exactly which product features drive the bill.
- Prioritized savings roadmapQuick wins first, structural changes next.
Model routing and right-sizing
Not every question needs the biggest model. We set up routing that sends each request to the most cost-effective model that meets your quality bar, with fallbacks for the hard cases.
- Smart routing between modelsSmall, fast models for simple tasks, and large ones only when they're needed.
- Quality guardrails and evaluationAutomated evaluations protect output quality.
Prompt and token optimization
Long system prompts, repeated instructions and oversized context windows add up fast. We trim what the model doesn't need and restructure what it does.
- Leaner prompts, same resultsFewer input and output tokens per request.
- Context window managementRetrieval that sends only the relevant context.
Caching, batching and GPU strategy
Caching avoids paying for the same work twice, batching cuts the price of non-urgent jobs, and the right hosting set-up can change your unit costs entirely.
- Semantic and prompt cachingReuse answers to recurring questions.
- Provider and GPU negotiationBetter terms on API contracts and compute.
AI FinOps dashboards
Savings only last if you can see them. We set up dashboards that show AI cost per product, team and customer, with budgets and alerts that catch new leaks before the invoice does.
- Live cost per featureSee cost per customer and per feature, live.
- Budgets, alerts and forecastsGet warned before a budget is exceeded.
Pick what fits your team
Everyone starts with the free audit. Some teams then want help fixing the biggest leaks in a sprint, others want us to keep an eye on costs every month. We'll tell you what makes sense for you.
Free AI usage audit
A clear view of your AI spend and your biggest savings.
- Spend breakdown per model and team
- Prioritised savings roadmap
- Read-only access, no commitment
Optimization sprint
We build the fixes that matter most for you, together with your team.
- Model routing and prompt optimization
- Caching and batching set-up
- Quality benchmarks before every change
- Savings report against your baseline
Continuous AI FinOps
Ongoing monitoring so costs stay low as you grow.
- Live cost dashboards
- Budgets and anomaly alerts
- Monthly review with your team
Not sure where to start?
Start with the free audit. In a short call we'll tell you where we'd look first.
Book your free audit