LLM CFO
PRICING

You pay a share of what you actually save.

There is no licence fee, no seat count, and no annual minimum: the products come with the engagement. Tidal Audit is free, and Tidal Gateway and Tidal Telemetry are included in the fee, which is a percentage of the reduction we produce, verified against the invoice your provider sends you.

The short version: free read-only audit · then a flat 20% of verified monthly savings · measured against a baseline locked before we touch anything · no down payment · no minimum spend · no savings, no fee · 30 days' notice. Book the audit →

1. The audit is free, and it is a real deliverable

The first stage costs nothing and ends with a written document: where your spend goes broken down by model, workload and team, what is driving it, and a ranked list of savings with an effort cost against each one. It takes about a week from the point we have read-only exports.

You can take that document and implement all of it yourself. Plenty of teams do, and that is a legitimate outcome rather than a failure of the sales process. We do the audit free because a proposal written without seeing the invoice is guesswork, and because a team that reads their own numbers and decides they do not need us was never going to be a good engagement anyway.

2. Then: a flat 20% of verified savings

If you engage us to implement, the fee is 20% of the reduction, billed monthly, for as long as the reduction persists. The rate is flat: it is the same whether your engineers implement against our specifications or we write and operate the routing, caching and batching changes ourselves. There is no down payment, no minimum spend and no minimum engagement.

If the bill does not go down in a given month, the fee for that month is zero. That is not a guarantee in the marketing sense; it is simply what a percentage of zero is.

3. What "verified" means, precisely

The whole model collapses if the baseline is soft, so this is the part worth reading slowly.

4. What is deliberately not in the price

Some things get sold as line items elsewhere and are simply included here, because charging separately for them would create an incentive we do not want.

The products are part of that: Tidal Gateway, the LiteLLM gateway we deploy and operate in your cloud, and Tidal Telemetry, the live cost view that backs the monthly statement, carry no licence or platform fee. Their operation is included in the 20%. Tidal Telemetry is a live trial you can also request access to on its own.

5. The incentive problems, stated plainly

Performance pricing has two well-known failure modes and it is fairer to name them than to hope you do not.

6. When a fixed fee makes more sense

Performance pricing is wrong for some shapes of work, and we will say so rather than bend the engagement to fit it. A one-off migration, an architecture review, or a build-out of attribution and chargeback for a finance team is scoped work with a defined end, so it gets a fixed fee agreed up front. Ongoing optimisation of a live bill is what the percentage model is for.

Questions people ask first

What happens if savings stop after we leave?

The fee stops with them. It is tied to the measured reduction each month, not to a projection made at signing, so a saving that decays takes the fee down with it.

Is there a lock-in period?

Thirty days' notice, either side. Optimisation work that only survives because of a contract is not work worth keeping.

Do you take equity or a success bonus instead?

No. A cash percentage of a measured line item is the only version of this that stays honest, because it is the only one where you can check our arithmetic against a document we did not produce.

Next step: the audit costs nothing and ends with a number you can act on with or without us. Book a call → Or email hello@llmcfo.com with your monthly spend and provider mix.
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