03 / MAKE THE BUSINESS CASE

Your AI spend.
Let’s take a look.

For US companies spending at least $1M a year on AI. Tell us where the bill is growing. Start with one workflow. We’ll scope a comparison of its current inference costs and the Happiest Labs local AI platform, with quality and performance requirements agreed up front.

  1. 01
    Establish your baseline

    Map a representative 30 days of usage to the rates you actually pay.

  2. 02
    Agree what success means

    Choose a workflow, task quality criteria, and response-time requirements.

  3. 03
    Build a measured savings case

    Compare cost per successful task, then reconcile the costs you can actually remove.

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Start the conversation.

Share the basics now. We’ll agree the technical scope with your team.

Add technical context Optional

A high-level summary is enough. You can also bring your technical lead to the conversation.

Please don’t paste invoices, logs, prompts, credentials, or confidential data here. We’ll agree a channel for any redacted technical summaries needed later.

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Prefer email? a@happiestlabs.ai.

Spending less than $1M a year? Start with our guide to reducing AI costs.