LLM Cost Optimisation
You’re spending too much
on LLM API calls.
Most teams route every request through their most expensive model because it’s the easiest option. That’s like taking a helicopter to the corner shop. We’ve cut LLM costs by 70% without losing quality.
per day in API spend
(real client, before)
cost reduction
(same quality)
visibility into spend
(most teams today)
The right model for the right task, every time. With caching, routing, and monitoring built in.
We make your LLM spend predictable and efficient.
What we do
Intelligent model routing, not brute-force spending
Model Routing & Fallbacks
Not every request needs GPT-4. We build routing layers that match tasks to the cheapest model that can handle them, with automatic fallback chains when quality thresholds aren’t met.
Semantic Caching
If you’ve asked a similar question before, why pay for the answer again? Semantic caching catches near-duplicate requests and serves cached responses, cutting redundant API calls dramatically.
Cost Monitoring & Alerts
Real-time dashboards showing spend per model, per feature, per team. Budget alerts before you blow through limits. No more invoice surprises at the end of the month.
Sound familiar?
The three stages of LLM cost denial
The default path is always the expensive one. Most tasks, from classification to extraction to simple Q&A, work perfectly well with smaller, cheaper models.
Without per-request attribution, cost optimisation is guesswork. You need to know that your chat feature costs 10x more than your summariser before you can fix it.
Prompt bloat is real. Every “just add this context” inflates your token count and your bill. Prompt compression and engineering can halve your input tokens without losing quality.
Results to expect
Cost reduction
typical range
Cache hit rate
after tuning
Time to first
savings
Spend visibility
per feature
Stack we work with
LiteLLM
proxy & routing
OpenRouter
multi-provider
Semantic
caching layers
Prompt
compression
Cost analytics
& alerting
Stop burning money on API calls
We’ll audit your current LLM spend and show you exactly where the savings are. No commitment, just numbers.