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Cost optimization
Smaller bills, nothing broken.
We find where your cloud and AI money goes, cut what is wasted, and leave budgets and alarms in place so it stays down.
Where does cloud money usually go to waste?
- Resources nobody uses anymore: old environments, unattached volumes, idle load balancers and forgotten snapshots.
- Instances and databases sized for a peak that never comes.
- Steady usage paid at on demand prices instead of committed use discounts: Savings Plans on AWS, committed use on Google Cloud, reservations on Azure.
- Data transfer and NAT gateway charges that grow quietly with traffic.
- Storage kept in expensive tiers forever, with no lifecycle rules.
How do you cut AI and LLM costs?
Prompt caching for repeated context, routing simple steps to smaller models where evals prove quality holds, batch processing for work that can wait, trimming the context sent on every call, and metering every request with budgets and a kill switch.
Will it break anything?
Not if it is done carefully. Every change is measured before and after, rolled out gradually, and reversible. For AI, quality is checked with evals before a cheaper model replaces an expensive one.
How does it work?
We start with a read only review of your bill and usage, rank the savings by size and risk, and then implement them with you, biggest and safest first. Budgets, alarms and tagging stay in place so costs stay down.
Start a project
Tell us what you want built.
A few lines is enough. The person who reads it is the person who builds it.
- A reply within one business day
- A written scope with price and date before any work
- Code, infrastructure and accounts in your name
Prefer email? nam@nadiaconstructionstudio.com