"AI Should Make This Cheaper." Then the Budget Meeting Gets Personal.

The budget meeting has a new sentence in it this year, and you've heard it in some form.

"AI should make this cheaper."

It arrives about twenty minutes in, after the numbers, from someone who's read an article. It's not hostile. It's the reasonable-sounding version of a much bigger expectation: the reports come out faster now, the partner research takes an hour instead of a day, the outreach copy writes itself, so surely the same person can produce more growth for the same money. Or the same growth for less.

And here's the part that makes it personal. The target went up. The headcount didn't. The tools did make the admin faster, which is genuinely good, and somehow that became the reason the next conversation was about why the team needs this many people.

You can feel the shape of it: the more efficient you get, the more the expectation grows, and the thing being asked for is the one thing the tools don't produce.

What faster admin doesn't produce

Reconciling four networks into one dashboard is faster now. Summarising contract terms is faster. Screening a thousand applications for the forty that aren't spam is faster. Good. None of it was the job.

The job is the commercial part, and it's worth being specific about what that means, because "strategy" is as vague as "networking". It means evaluating whether a partner actually fits: who they reach, in which markets, with what traffic, at what economics. It means discussing incentives with someone whose money is on the line, and finding the payout that works for both sides. It means making a judgment about whether the person across the table will do what they said. And it means following through on the agreed next step so the launch happens and the evaluation gets done.

That's the work the target actually depends on. It hasn't got cheaper, because it was never admin. And the honest response to "AI should make this cheaper" isn't a defence of headcount. It's a plan that shows where the growth is going to come from and what it costs to go and get it.

Where the plan comes from

The plan needs candidates, and this is where the tools genuinely help: they can find partner names. What they can't tell you is which names are worth a meeting. That's judgment, and it's easier to exercise with several candidates in front of you than with a spreadsheet of logos.

Affiliate Grand Slam is in Rome from 2 to 5 November at Fiera Roma. It's a performance-marketing event, and the floor is heavy with the partner types a growth plan is made of.

Two examples with the role stated. MaxWeb and TerraLeads are networks that run consumer offers to their own traffic and partners; the conversation is which offers suit them, which markets, what payout they expect, what a launch requires. ClickBank and Digistore are marketplaces where affiliates browse and choose; the conversation is listing requirements and offer fit. Also confirmed: MGID and Outbrain on native, PlatformPay on payments, TikTok, Meta and Google exhibiting with staff. On stage, brand-side operators, Marisha Lakhiani of Mindvalley and Nick Shackelford of Brez among them.

What the room offers isn't protection from anything. It's the chance to research and request conversations with several relevant confirmed companies in four days, qualify them with the judgment the tools can't apply, and come back with a sourcing plan that has names, terms and next steps in it. That's a different document from a variance explanation.

Bring the kit in early

The AGS Rome 2026 Welcome Kit for Growth & Affiliate Teams gives you the starting shortlist: who you could meet and why they matter, by partner type, with roles named where confirmed. Read it with the four fit questions above and mark the candidates. Then its second component, what you could get done, turns the marks into an agenda: recruitment, distribution, terms, qualification.

The Best Value for Money Guide is how you assess the spend before anyone else does. Which pass includes the meeting access your shortlist needs, what each tier includes, the full trip budget with the days out of the office counted, and a cost-per-meeting forecast, labelled as a forecast, that you can put next to what the same money buys elsewhere. It also gives you the shortlist worksheet and the outcome plan, so the sourcing plan you bring back to the budget meeting has stages in it rather than hopes.

The Justification Memo, with event facts filled in and space for your targets, costs and reporting commitment, packages that for approval. Once you've purchased a pass and meeting access is available, you request the candidates you marked. Accepted requests form your itinerary.

The answer to the sentence

"AI should make this cheaper." Fine. The admin is cheaper. Here's the partner plan the growth target actually depends on: these candidates, these questions, this cost, this reporting commitment, and this is what I'll bring back.

That's not a defence. It's an agenda. Get the kit and build it.