How much does a cloud and AI cost assessment cost?

Our initial assessment is free. We review your AWS or GCP environment and your Claude token spend, identify optimization opportunities, and deliver a detailed report within 5 business days.

How quickly can you reduce our cloud infrastructure costs?

Most clients see immediate savings in the first month from identifying unused resources and rightsizing. Full optimization typically delivers 25-40% reduction within 90 days.

How much can you reduce our AI token spend?

It depends on how your workflows are currently designed. Correctly implemented prompt caching, batching, and model routing across Haiku, Sonnet, and Opus can cut per-call costs by up to 90%. The assessment tells you which of those levers apply to your workloads and what each is worth.

Do we need to give you full access to our cloud account?

No. We work with read-only access and never modify your environment without your approval.

Free Assessment

Where is your cloud and AI spend leaking?

A free, no-obligation review of your AWS or GCP environment and your Claude token spend. We find the wasted infrastructure, the mis-routed models, and the caching you are not using -- and show you exactly how to fix them.

Warning Signs

Signs your cloud and AI bill is too high.

If you are nodding along to any of these, you are likely overpaying by 25-40% on infrastructure — and considerably more on tokens — without realizing it.

Token spend climbing with no per-workflow attribution — you cannot tell which use case is burning the budget

Every AI call routed to your most expensive model regardless of task difficulty

No prompt caching on stable system prompts and context you resend on every request

Unused infrastructure still being billed — unattached EBS volumes, idle load balancers

No reserved instance strategy or savings plan coverage

Surprise end-of-month invoices that eat into your budget

What We Review

What the audit covers.

Model Routing Strategy

Are you running Opus where Haiku would do? We map each step of your AI workflows to the right-sized model — Haiku for high-volume tasks, Sonnet for daily work, Opus for the hard problems.

Prompt Caching and Batching

Cache-hit analysis on your system prompts and context. Designed correctly, prompt caching and batch APIs cut per-call token costs by up to 90%.

Token Spend Instrumentation

Per-workflow, per-model cost attribution so you can see which use case is actually consuming your AI budget — and whether it earns its keep.

EC2/ECS Right-Sizing

Identify overprovisioned instances and recommend size-matching based on actual CPU, memory, and network utilization.

Storage and Reserved Instances

S3/GCS tiering that moves cold data to cheaper classes automatically, plus RI/Savings Plan coverage analysis to maximize ROI.

Idle Resources and Data Transfer

Unused load balancers, unattached volumes, stale snapshots, and the cross-AZ transfer costs that silently inflate your bill.

What Our Clients Found

The savings are usually bigger than expected.

40%

Reduction achieved for a regional BPO client — the biggest single winner was unused resources and lack of reserved instance strategy.

Regional BPO Company

25-40%

Average cost reduction clients see within 90 days of implementing audit recommendations.

Across all clients

How It Works

Three steps. Five days. No risk.

Step 01

Share Your Cloud and AI Usage

Give us read-only access to your AWS or GCP account, plus your Claude usage export. We do not need production write permissions and never modify your environment without your approval.

Step 02

We Deliver the Report

Within 5 business days, you'll receive a detailed optimization report covering wasted infrastructure spend, right-sizing opportunities, model routing and caching recommendations, and the strategic changes worth making.

Step 03

Implement or Let Us Handle It

You can implement the changes yourself with our guidance, or let our team handle the optimization. Either way, you own every decision.

How to Reduce Your AWS Infrastructure Costs

A step-by-step audit process to identify and eliminate wasted cloud spend — from overprovisioned resources to unused infrastructure.

Read article

Get Started

Stop Wasting Money on Unused Cloud Resources

Request your free cloud cost audit. No obligation, no pitch — just a detailed report you can act on immediately.

Request a Free Cloud Cost Audit

Let's Work Together

Start with a discovery call.

A 45-minute conversation mapping your top use cases against the Enable, Architect, Build framework. You leave with a point of view on where AI is worth your investment — and where it is not.

Book a Discovery Call See Our Work

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