🎧 Episode Highlights In this tech-forward episode of [radically candid], Tim Rowe sits down with Colin Davis, CTO @ [cognition], to unpack the powerful engine behind dynamic creative, automation, and attribution in streaming TV advertising. From ingesting massive data sets and inventory feeds to serving personalized, performance-driven creative—Colin shares how his team moves fast without breaking things, why ad serving is the future, and how clean architecture, collaboration, and a culture of curiosity drive innovation at scale. ⏱️ Quick Takeaways (2-min read) The Role: Why Colin sees CTO as conductor—not coderThe Speed: Weekly sprints, daily standups, and rapid iterationThe Culture: Problem-solvers over perfectionistsThe Stack: Serving dynamic video + display with real-time feedbackThe Impact: Closing the loop between impression, action, and attribution🧠 What a CTO Actually Does (01:00) Orchestrates priorities across dev, product, and client feedbackStays hands-off with code but deeply involved in architectureEmphasizes outcomes over output—building what users actually want“Dev is the how. Product is the why.”⚙️ Engineering Velocity at Scale (03:00) Weekly sprints + instant feedback cyclesRapid prototyping—without sacrificing long-term visionTeam structure: Culture-first, then skillsetFull-stack devs preferred for flexibility across projects🧱 Building with Purpose (05:00) Passionate problem-solvers > people who say “no”Hire for attitude, upskill for everything elseCross-functional collaboration enforced through mentorship + code review“Dare to fail” is a core company ethos📊 Closing the Attribution Loop (12:00) Headless Analytics Tag (HAT) connects impression to website activityWorks across platforms: Amazon, The Trade Desk, Basis, and moreGoes beyond QR: real measurement without flawed proxies“It’s not about last click—it’s about assisted outcomes”🤖 Automation Everywhere (15:00) “We make creative the easiest part of your workflow”How to turn a data feed into dynamic display + video creative at scaleHow VAST and HTML tags replace the need for DSP switching Helps creative teams and agencies spend less time producing content🎯 From Targeting to Tag Delivery (17:00) Matching inventory + offer data to media strategy in minutesCreative updated mid-month or mid-campaign automaticallyClients gain time and insights, while focusing on business outcomes🧠 Decisioning at the Edge (23:00) Ad serving = ability to react to data, not just pre-planDynamic creative optimized mid-flight based on real-time signalsHelps DSP partners increase performance + campaign ROI“We’re not just a source of content—we’re a source of outcomes”🧩 Tech That Connects It All (27:00) Challenges: Hiring the right culture fits, integrating with evolving platformsFlexibility is key: especially with fast-evolving AI toolsCognition is often first in to test alpha/beta products with partners💥 Final Hot Takes + What's Next (29:00) Clean rooms = worth it for better retargeting + clearer profilesAd server = most exciting tech at CognitionFuture = faster time to value, higher fidelity signals, real outcomes“MP4s don’t tell you anything. Our creatives do.”🎬 Listen to the Full Episode A deep dive into the architecture, attitude, and automations powering Cognition’s ad tech ev