AI in affiliate marketing is moving fast, but the winning edge still belongs to people who know when to trust models and when to apply judgement, a theme brought sharply into focus during “RFI > AI: Real Human Intelligence in the Age of Automation” on stage 3 at SiGMA Central Europe, Fiera Roma, Rome, on the final day of the summit.
The panel opened with a clear reality check: AI now automates campaigns, optimises copy, and pressure‑tests creatives at a speed no team can match, yet overreliance creates patterns audiences can spot and ignore. As Yancy framed it, “we focus on ‘RFI’, real intelligence,” not as a rejection of AI but as a guardrail against throwing away proven human value.
This panel was moderated by Yancy Naughton, Founder of HasTraffic, followed by speakers Devin Holmberg, Co‑Founder of Richmond Street and long‑time operator behind YZ.com and All‑In Affiliates, and Stefan Muehlbauer, known as AffPal, Head of Program at Masters in Cash and co‑founder of CAStats.
Human relationships still compound results
Devin traced two decades from algorithms to machine learning to today’s large‑scale testing, crediting staying power to people rather than tools. “We’ve used automation and AI for years to sift data… but the people using them matter more,” he said, noting cohorts for LTV prediction, competitive CPAs, and smartlink optimisation are only as good as the judgment that governs them.
Stefan explained how CAStats proposes the best offer per affiliate across hundreds of offers and thousands of partners, then hands curated insights to managers for top accounts. “Top affiliates don’t want a generic newsletter,” he said, arguing for AI at scale with human delivery for high‑value relationships as the operational sweet spot.
Where AI shines in iGaming performance
The panel spotlighted practical strengths that lift ROI without diluting voice:
- Always‑on game recommendations for casino and sportsbook, a Netflix‑style “next up” that adapts in real time.
- Early cohort signals for LTV ranges to keep CPAs competitive and sane.
- Massive creative testing at scale, paired with native editors to maintain brand tone and local nuance.

Standing out when everyone uses the same stack
Real Human Intelligence starts with knowing where automation fails. Stefan flagged applications that mirror the job description as “an insult to the reviewer.” Devin cautioned against “blindly trusting ML to set CPAs,” which can push absurd payouts without human sanity checks. In recruiting, Stefan described systems that removed manual controls and “confused models,” forcing a switch, while still valuing AI for improving CVs and job descriptions when candidates add personal substance.
With AI now table stakes, differentiation returns to relationship quality, creativity, and vision. “Use it to stand out, not to homogenise,” the panel advised, arguing that partner treatment and team culture remain markers of long‑term advantage. Developers benefit from AI‑assist to speed coding and keep teams lean, but, as Devin put it, “AI doesn’t invent the next 30–50% growth idea.”
The next five years
Predictions were measured. Devin expects an incremental path rather than a takeover. Stefan believes conferences will remain essential because “human interaction won’t be replaced.” Yancy pointed to history: commodity copy migrates to low‑cost regions and now to AI, while deal‑making and affiliate management stay human, and grand automation timelines routinely miss.
Takeaways
- AI accelerates scale, testing, and cohort‑driven pricing, but trust is earned through human curation and delivery.
- Creative volume wins only when edited by native voices to protect tone and brand.
- Recruitment and payouts require manual controls to avoid costly or credibility‑eroding errors.
- Relationship capital is the moat when most competitors access similar tools.
What’s next
That’s a wrap for the conference at SiGMA Central Europe in Rome. The conversation on AI and affiliate performance continues at SiGMA South Asia in Colombo, Sri Lanka, from 30 November to 02 December, where operators, affiliates, and tech leaders will test what real human intelligence can deliver.
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