Agents operating on data without anything to help them causes “believable nonsense.” Data quality stops agents from misrepresenting what the warehouse contains but you need context engineering to put the right meaning, rules, and situational information in front of the model at the right moment.More
Tag Archives: BI
199: Anna Aubuchon: Moving BI workloads into LLMs and using AI to build what you used to buy
Anna breaks down how old build versus buy habits hold teams back, how yearly AI contracts quietly drain momentum. Her biggest story is that Civic replaced slow dashboards and long queues with orchestration that pulls every system into one conversational layer, letting people get answers in minutes instead of mornings. More
179: Tiankai Feng: The comeback of data quality and how NLP is changing the data analyst role
Data governance feels like the Jedi Council, steady with its rules, while marketing ops moves like the Rebel Alliance, quick to adapt when perfect data never arrives. Tiankai believes progress comes from blending discipline with curiosity, bringing data in early as a partner, not a critic.More
133: Simon Heaton: Buffer’s Director of Growth Marketing on agile sprints, holdout testing and why a CRM or GA4 isn’t in their tech stack
Simon helps us explore Buffer’s martech journey, highlighting their shift from traditional tools to a product-led approach driven by data and server-side analytics. We unpack their use of Customer.io for automation and hold out testing, Redash for data insights, and their agile sprint model that fosters continuous innovation. Discover how Buffer’s small team thrives with efficient, data-driven strategies.More
126: Michael Rumiantsau: AI’s role in democratizing data narratives for marketers
Michael’s on a mission to make data insights accessible and useful for everyone, not just experts, by leveraging AI to provide tailored, easy-to-understand insights that boost decision-making. This episode unpacks the future of Business Intelligence, automating insights with LLMs, and the importance of anomaly detection. Michael also discusses how proprietary data gives companies a competitive edge in the AI market.More
108: Ezra Fishman: Wistia’s VP of Growth on healthy data skepticism and North star metric limitations
Ezra is a strategic and technical visionary at Wistia. He combines an audience-first content strategy with a data-informed approach to drive sustainable growth. His insights offer invaluable lessons on growing and engaging with audiences in meaningful ways, advocating for a blend of strategy, intuition, and data-informed decisions in marketing.More
106: Crissy Saunders: Funnel reporting, composable automation and the future of outbound
Crissy takes us through the evolution from tactical management to strategic leadership, and the adaptation to changing marketing strategies. We discuss the significance of specialized platforms in marketing automation, the critical role of the sales funnel in revenue growth, the shift in email marketing towards ‘inbox influence’, and revitalizing outbound marketing strategies. More
84: Tejas Manohar: The past, present, and future of Composable CDPs
The future of CDPs, as envisioned by Tejas, is a more flexible, adaptable data architecture that Hightouch is actively shaping. Hightouch, even without the data collection component, is recognized by some of the largest companies in the world as their go-to CDP.More