Only Pay When You Save
With MLMind you don’t sign up to a flat subscription. Instead, you keep 90% of every dollar we save and pay us only 10% of the realised savings. No risk, no upfront fees – we succeed when you succeed.
Pay as You Save
We believe pricing should align incentives. That’s why MLMind operates on a simple revenue share: after we analyse your baseline spending and deploy our platform, we share in the savings we deliver. If there are no savings, you owe nothing.
Step 1 – Baseline
Tell us how much you currently spend each month on GPUs and AI infrastructure. This baseline becomes our reference point.
Step 2 – Optimise
We integrate with your pipelines, detect waste and apply guardrails. Within days you see reductions in idle hours, failed runs and unnecessary duplication.
Step 3 – Save & Share
At the end of each month, we calculate your actual spend versus the baseline. You keep 90% of the difference; MLMind takes a 10% fee only on the savings achieved. There are no subscription fees or hidden charges.
Example
Suppose your monthly GPU bill is $1 000. FinOps research estimates that 30–35% of cloud spend is wasted【491088155463474†L71-L80】. If MLMind helps you save 30% ($300), you keep $270 and pay us only $30. That’s a net gain of $240 for your team.
Why Pay‑As‑You‑Save?
No Upfront Cost
You pay nothing to get started. MLMind analyses your workloads and implements optimisations at zero cost. Only once we prove savings do fees apply.
Aligned Incentives
Our success is tied to yours. We earn only 10 % of the money we help you save, so both teams are motivated to maximise impact.
Transparent Calculation
Together we agree on a baseline. Each month we share a detailed breakdown of savings, so you know exactly how the fee is calculated.
Unlimited Value
There’s no limit on users, experiments or GPU hours monitored. Every dollar saved goes straight back into your budget.
Frequently Asked Questions
How do you measure savings?
We agree on a monthly baseline before deployment. Using your cloud invoices and usage reports, we track actual spend after MLMind is installed and calculate the difference. Savings are the delta between baseline and actual spend.
What if there are no savings?
Then you pay nothing. Our model is entirely success‑based. If savings don’t materialise, you owe us zero and can walk away.
Do you support multi‑cloud or hybrid environments?
Yes. MLMind can ingest data from AWS, Azure and GCP, even across multiple accounts. We unify cost attribution and enforce guard policies consistently across providers【265498857832249†L110-L130】.
How long until we see results?
Many customers observe savings within the first month as OOM loops, duplicate runs and idle pipelines are eliminated. Deeper optimisations and reserved capacity strategies compound over subsequent months.
Ready for Risk‑Free Savings?
Tell us your current monthly spend and we’ll calculate how much you could save. There’s no commitment until we show you the results.