Artificial intelligence is dismantling that assumption from two directions at once — cutting what it costs an agency to operate, while multiplying what a small team can produce.
The savings start in places clients never see. Administrative work that once consumed billable hours — invoicing and quotations, client reporting, campaign documentation, scheduling and follow-ups — can now run largely on AI systems, stripping overhead out of every account an agency manages.
The bigger shift is in production itself. In video, AI now handles the foundation of the edit — assembling rough cuts, syncing footage, generating captions and preparing ad-ready variations — before a human editor applies the judgment, pacing and finishing that machines can't. What once took an editor days takes hours. The same applies to design and ad creatives. The result: a small team's production capacity multiplies while its cost per campaign falls.
That double effect — lower cost, higher capacity — changes what an agency can afford to offer. When servicing an account no longer carries heavy fixed costs, those economics can be passed on to the customer: instead of a large retainer that pays for activity, the agency can charge a minimal base fee and earn its real income as a share of the sales its campaigns generate.
Singapore agency touchmkt has built its business on this model, charging SME clients a low base retainer that roughly covers production, then earning 5–9% of the revenue attributed to its campaigns — tracked through conversion tools that tie each sale back to the ads that produced it.
"The economics simply didn't work before," said Charlie Tan, founder of touchmkt. "If every account carries thousands of dollars in production and admin costs, you have to charge for it whether the campaigns perform or not. When AI takes out the cost and multiplies the output, you can afford to be paid on outcomes. For the first time, the agency's goals and the client's goals are actually aligned — we only do well when they sell."
The model does demand discipline: rigorous attribution, and the agency absorbing the risk of campaigns that underperform. But for small businesses long wary of paying retainers for activity rather than results, the direction is clear — AI hasn't just changed how marketing is made; it's beginning to change how it's paid for.
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Touchmarket LLP
touchmkt (TouchMarket LLP) is a Singapore-based growth agency for small and medium businesses, combining on-site videography and photography with AI-assisted content production and performance advertising. The agency builds websites, produces short-form video and branded social content, and manages Meta and Google ad campaigns with full conversion tracking — operating on a performance-based model in which its fees are tied to the sales revenue its campaigns generate. touchmkt works with clients across F&B and catering, education, beauty and skincare, renovation and home services, and professional services in Singapore. Learn more at touchmkt.com or contact biz@touchmkt.com.
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