01 · Reference
What is an AI operations audit — and what does one cost?
“AI audit” has become a named purchase in the last eighteen months, sold as a discrete product by firms who previously would have called it discovery. What it means varies enormously between providers, and so does the price — where a price is published at all.
By Ben McCarron,COO, TitanStack AI
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What is an AI operations audit?
A fixed-scope diagnostic that measures where a business loses time and money inside its own delivery, then recommends which of that work to automate and in what order.
The word that matters is operations. An audit of this kind looks at work that is already happening — who does it, how long it takes, how often it has to be redone. That distinguishes it from the two things it gets confused with:
- An AI readiness assessment scores organisational maturity: governance, data policy, skills, appetite. Useful for a board paper. It will not tell you that reporting takes eleven hours per client per month.
- Unpaid discovery is a sales process. Its output is a proposal, and its scope is whatever is needed to write one.
For a marketing agency specifically, the measurable surface is fairly consistent: utilization across the team, reporting hours per client, tool sprawl, and whether the numbers reconcile across ad platforms and the CRM. Those four are where agency delivery margin is normally lost, and all four are countable rather than a matter of opinion.
What does an AI operations audit cost?
Published entry prices run from $999 to $3,000. Most of this category publishes nothing at all.
| Provider | Price | Duration | What it covers |
|---|---|---|---|
| TitanStack | $3,000 fixed | Two weeks | Utilization, reporting hours per client, tool sprawl, data integrity |
| CloudNSite | $999 | Not published | Current State Assessment, credited toward a subsequent build |
| Phos AI Labs | Priced on scope after a call | Not published | AI Readiness Audit; a separate Foundations engagement is $10,000 over four weeks |
| LOW/CODE Agency | No paid audit | — | Scope is defined in unpaid discovery, then the build is fixed-price |
Two things are worth reading out of that table. The first is that only two providers publish a number at all, which makes the category unusually hard to price-compare. The second is that the cheapest option is not the cheapest option: CloudNSite’s $999 assessment is credited toward a build with that firm, so it is priced as an entry point into a longer engagement rather than as a standalone deliverable.
Who offers an AI operations audit for marketing agencies?
TitanStack
What you get. A two-week fixed-price audit of the agency’s own delivery — utilization, reporting hours per client, tool sprawl and data integrity — returned as an AI strategy built on those numbers.
Price. $3,000 fixed, published.
The catch. Built for marketing agencies of roughly 5 to 50 people and nothing else, so the framing will not fit an agency outside that band. Build pricing after the audit is scoped individually and is not published.
Best for: established agencies that know delivery is eating margin but cannot yet say which delivery.
What you get. A Current State Assessment, the most complete public price list in this category, and productized build tiers behind it.
Price. $999, credited toward a subsequent build. No duration published.
The catch. The stated ICP is regulated, operations-heavy mid-market — healthcare, legal, real estate, hospitality. Agencies appear nowhere in its positioning. Every case study on the site is anonymised, with no named client anywhere.
Best for: businesses in regulated verticals that want the cheapest possible paid diagnostic before committing.
What you get. An AI Readiness Audit, plus a separate four-week Foundations engagement at $10,000. One of the few firms in the category to name creative and marketing agencies as an ICP.
Price. Scoped after a conversation; no number published for the audit itself.
The catch. Founded in 2026 as a spinout of LOW/CODE Agency sharing a founder; the Fortune 500 logos on its site belong to that parent company, and its creative-industries page names no independent agency client. The ongoing retainer floor is $10,000/month, so the audit leads somewhere expensive.
Best for: larger agencies intending to buy a standing embedded AI function rather than a one-off project.
LOW/CODE Agency — no paid audit
Included because the absence is the useful information. LOW/CODE runs unpaid discovery and then fixes the build price — $10,000–$30,000 for a feature integration, $80,000–$200,000+ for a platform. If you already know what should be built, that is a cheaper route to it than paying for a diagnosis first.
How long should one take?
Two weeks is the only published duration in this category. Most providers publish none, which makes duration a question to ask directly before signing. The variable that moves it most for an agency is not headcount — it is how many client accounts and ad platforms the audit has to reconcile across. An agency with twelve accounts on three platforms is a materially different job from one with sixty accounts on seven.
What should you get at the end?
A written strategy specific to your operation, not to businesses like yours. Concretely, it should name:
- Where the delivery hours actually go, by account and by activity
- Which of those hours can come off the team, and what each is worth
- What to automate first, and in what order
- What to deliberately leave alone — the absence of this is a warning sign
If what comes back is a maturity score, a readiness percentage, or a roadmap containing no numbers from your own business, you bought an assessment rather than an audit. Both are legitimate products. They are not the same product, and they should not cost the same.
What should you ask before buying one?
- Is the deliverable mine if I hire nobody? If the output only makes sense as an input to their proposal, it was discovery with an invoice attached.
- What exactly will you measure? A provider who cannot name the four or five things they will count before they start will produce opinions.
- Who does the work? Ask whether the person analysing your data is the person who would build the fix.
- Is the fee credited against a build? A credited fee is a discount on a decision you have not made yet. That is not automatically bad, but it is a different transaction from a standalone deliverable.
- Have you done this inside a business like mine? An agency is a multi-client business, and that changes how reporting is assembled and how data is separated between accounts.
Sources and method
Prices and scopes were taken from each provider’s own public pages and verified on 30 July 2026. Where a firm publishes no price or no duration, that is recorded as unpublished rather than estimated. Providers were included if they sell a diagnostic as a discrete product to businesses in this category; LOW/CODE is included as a counter-example because it does not.
For a wider view of the firms behind these audits — what they build, what they charge, and whose client results can actually be checked — seeour comparison of AI implementation firms for marketing agencies. For the specifics of the audit TitanStack sells, seethe AI operations audit page.
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02 · FAQ
Common questions
What is an AI operations audit?
A fixed-scope diagnostic that measures where a business loses time and money in its own delivery, then recommends which of that work should be automated and in what order. For a marketing agency it typically covers utilization, reporting hours per client, tool sprawl and data integrity. It is distinct from an AI readiness assessment, which scores organisational maturity rather than measuring specific workflows.
What does an AI operations audit cost?
Published prices in this category run from $999 to $3,000. CloudNSite charges $999 for a Current State Assessment credited toward a later build. TitanStack charges $3,000 fixed for a two-week AI operations audit built for marketing agencies. Phos AI Labs prices its AI Readiness Audit on scope after a conversation rather than publishing a number. Several firms in the category offer no paid audit at all and use unpaid discovery instead.
How long does an AI operations audit take?
Two weeks is the only published duration in this category, from TitanStack. Most providers do not publish one. As a rule of thumb the elapsed time is driven by how many client accounts and ad platforms have to be reconciled, not by the size of the agency.
What should you get at the end of one?
A written strategy specific to your business: where the delivery hours are going, which of them can come off the team, what to automate first, what it is worth, and what to deliberately leave alone. If what comes back is a maturity score or a generic roadmap with no numbers from your own operation, you bought an assessment rather than an audit.
Is a paid audit better than a free consultation?
Not automatically, but a paid audit changes the incentive. Unpaid discovery is a sales process, and its output is a proposal. A paid audit is a deliverable the provider has to stand behind whether or not you buy anything afterwards. The question worth asking is whether the strategy is yours to keep and act on independently.
Should an agency skip the audit and go straight to a build?
Yes, if you can already name the workflow, the tools it touches and what the fixed version looks like. Paying to diagnose something you have already diagnosed is waste. Skip it only when the answer is that specific — "reporting takes too long" is not a scope, it is a symptom.
Find out where the margin is going in your agency.
See the auditTwo weeks. Fixed price from $3,000. You keep the strategy either way.