Observed Signal · Jul 13, 2026 · Interview · Source: VideoWeek · Impact: 2/5 · Sentiment: Positive
Dailymotion's AI Strategy Evolves Over a Decade
Dailymotion has employed machine learning for more than ten years to recognise patterns and optimise towards media KPIs, but the company says ML can be limited when KPI optimisation does not equal broader business outcomes. Paolo Mulè, SVP of Global Clients & Strategic Partnerships at Dailymotion, explains that modern AI and large language models (LLMs) introduce a layer of judgement that can improve how pattern-based ML insights are translated into business-relevant decisions. The piece is an interview with Mulè about Dailymotion Advertising’s AI approach and observations of brand use of AI, filmed in Cannes and published by VideoWeek on 13 July 2026.
Explains how a video publisher (Dailymotion) integrates modern AI/LLMs with longstanding machine learning to improve campaign judgement and align KPIs with business outcomes — informative for advertisers and publishers but not industry-shifting.
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Key Takeaways & Evidence Grounding
- DailyMotion has used machine learning for more than a decade to recognise patterns and optimise towards media KPIs.
- Paolo Mulè is SVP of Global Clients & Strategic Partnerships at Dailymotion and commented that machine learning can be "pretty dumb" when optimising specific KPIs that may not align with business outcomes.
- Dailymotion is using modern AI and large language models (LLMs) to add judgement to the patterns identified by machine learning.
- The interview with Paolo Mulè (filmed in Cannes) was published by VideoWeek on 2026-07-13.
Connected Companies & Entities
“DailyMotion has been using machine learning for more than a decade to recognise patterns and optimise towards media KPIs using the vast amou...”
“The article includes a linked video referenced as 'Video 3' pointing to a Vimeo URL (https://vimeo.com/1207433421).”
Ontology Mapping & Concepts
Related Market Signals & Shifts
Recent verified developments and strategic activity across this market segment.
Dailymotion Uses Campaign Data to Build Brand Lifecycles
In an interview published by VideoWeek on 2026-05-13, Eddie Boyle, VP Sales UK at Dailymotion Advertising, explains that Dailymotion’s cross-platform video presence across CTV, online video (OLV) and social provides large volumes of campaign and audience data. The company leverages insights from past campaigns to model and optimise future activity, shifting focus from single video buys toward building a longer-term "lifetime of a brand" approach. The interview was recorded at the New Video Frontiers event in London and discusses evolving data strategies and targeting opportunities for advertisers.
Dailymotion Launches Business Unit Combining Signals Across Video Ecosystem
Dailymotion has announced the launch of Dailymotion Business, a new global proposition that consolidates its video technology, advertising, monetization, and proprietary intelligence capabilities. The offering is designed to help media owners, enterprises, creators, and brands maximize value from video by connecting signals across its ecosystem. Dailymotion Business is organized into four lines of business: Audience Path, Motion, Exchange, and Edge, all powered by an agentic AI operating system called Ray. The company reports five billion monthly video streams reaching over 400 million consumers and two billion monthly actionable audiences. Early results with automotive client Honda demonstrate the effectiveness of the platform, with campaigns generating over 9,600 qualified conversations. The launch marks Dailymotion's evolution from a pioneering European video platform into a global video technology business.
YouTube's $50 Billion Ad Surge: AI's Game-Changing Role
ADZINE interviews Dirk Bruns about YouTube's 2024 advertising performance and the role of AI in its ecosystem. Bruns reports that global net ad revenue for YouTube surpassed $50 billion in 2024, with YouTube Shorts and continuing CTV user growth driving the metrics. In February 2024, YouTube Premium and YouTube Music surpassed 100 million users worldwide, though the ad-supported offering remains higher in overall revenue. The discussion covers partner integrations via DV360 with Disney+, Sky, DAZN, Joyn, and Netflix coming soon. YouTube touts its reach and multi-format content (long, short, live) across devices, supported by Lookalike targeting across YouTube, Shorts, Discover, Gmail, and Google video partners. AI features include text-to-video generation and an audio dubbing tool, plus tools for format adaptation and optimization. The interview also touches ad frequency controls, brand lift surveys (~10,000 participants), and a rejection of hate content via AI moderation.
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