First 3 partners
Free
One workload, up to 20 advisory hours over 15 business days. You fund your own provider calls, under a hard cap you approve.
One expensive AI workload. One proven decision.
The AI Cost Review turns your most expensive AI workload into an evidence-backed decision: hold, optimize or migrate. Nothing in production changes while we measure.
How it works
Three stages. Your production stays untouched.
- Stage 1
Baseline
We map your provider invoices, price versions, usage shape, cache meters, latency, errors and who owns quality.
You get: A cost and risk baseline
- Stage 2
Evidence
We build a set of your own representative cases and compare eligible routes against your current model, without touching production.
You get: A paired evaluation report
- Stage 3
Decision
We state hold, optimize or migrate, with the projected economics, exclusions, rollout gates and rollback owner.
You get: A decision package for engineering and finance
What you receive
Everything a decision needs.
- A provider and model cost map
- Usage attributed to features and workloads
- A shortlist of routes, with what was excluded and why
- A reusable evaluation suite that stays yours
- Quality, latency, error and cost compared side by side
- A migration, canary and rollback plan
- Projected, observed and reconciled savings kept separate
- A one-page decision brief
Our promise
A true answer, not a sales pitch.
We never promise a saving before measuring it. "Hold" and "not enough evidence yet" are valid results, and a review that ends there is still complete.
We test only alternatives that support what your workload needs, against quality evidence you own, and we keep production routes exactly as they are.
Founding partner programme
Built with our first ten customers.
Next 7 partners
$1,500
The same review, fully refundable in cash: start GIMBIX, or let us miss the guarantee, and every dollar comes back. How.
After the review
A managed pilot
Shadow traffic, an approved canary, monitoring and invoice reconciliation on one workload, typically $7,500–15,000, scoped once the review shows the effort.
Then
The platform
GIMBIX Cloud or the Local Sentinel, paid only from savings we prove. Pricing.
Founding prices are introductory and will change after the first ten customers. Taxes, travel and custom integrations are outside the fee unless agreed in writing.
Two ways to pay nothing
The review pays for itself, or it is free.
You start using GIMBIX
Full cash refund
Start GIMBIX Cloud or the Local Sentinel within 60 days of the review. After your first 30 days on it, we refund the whole review fee to the card or account you paid from. Not a credit, not a discount: your money back.
We do not find enough
Full cash refund
If the review does not find savings, proven on your own cases, that would pay back the fee within 12 months, we refund it in full. "Hold" is still an honest answer, and it costs you nothing.
Refunds are paid within 14 days of qualifying, once per company. The review ends with a signed receipt of what was measured, so either side can check whether the guarantee was met.
A strong fit
Who the review is for.
- A real production AI feature with recurring provider spend
- One repetitive workload worth optimizing
- A named engineering owner and a financial stakeholder
- Representative inputs and someone who decides what a good answer is
- Access to provider usage and invoices
- Permission to run a reversible evaluation
Your data
Metadata first, secrets never.
To start we only need basic facts: the workload, your providers and models, a spend band and a decision date. Prompts, outputs, invoices and keys never travel by email, chat or this form. If the review goes ahead, we agree a secure channel first.
Request a review
Tell us about the workload.
Thank you. We reply within two business days with next steps.
That did not work. Please try again, or email hello@gimbix.com.