https://www.datadiscourse.ai/blog/ News and ideas from Data Discourse AI (DDAI). https://www.datadiscourse.ai/blog/why-the-future-of-ai-isnt-about-better-modelsits-about-better-data-foundations/ https://www.datadiscourse.ai/blog/why-the-future-of-ai-isnt-about-better-modelsits-about-better-data-foundations/ Thu, 09 Jul 2026 00:00:00 GMT A recent Substack article, Everyone's Watching the Wrong Benchmark, argues that the AI industry is focused on the wrong competition. While much of the conversation… https://www.datadiscourse.ai/blog/what-databricks-69-billion-run-rate-says-about-the-future-of-ai/ https://www.datadiscourse.ai/blog/what-databricks-69-billion-run-rate-says-about-the-future-of-ai/ Fri, 19 Jun 2026 00:00:00 GMT The AI conversation has spent the last three years focused on models. Which model is smarter? Which agent is more capable? Which copilot will transform work? https://www.datadiscourse.ai/blog/why-ddai-uses-fivetran-instead-of-building-custom-api-connectors/ https://www.datadiscourse.ai/blog/why-ddai-uses-fivetran-instead-of-building-custom-api-connectors/ Fri, 12 Jun 2026 00:00:00 GMT Last weekend, I caught up with an old friend and my co-founder from Logic Box Software, where we spent more than a decade building custom CRM systems. He has a deep… https://www.datadiscourse.ai/blog/your-mcp-server-isnt-the-solutionnbsp/ https://www.datadiscourse.ai/blog/your-mcp-server-isnt-the-solutionnbsp/ Fri, 05 Jun 2026 00:00:00 GMT Every week I see another post about MCP servers being a great way to analyze business data. The promise is compelling. Connect an AI model directly to your business… https://www.datadiscourse.ai/blog/the-modern-data-stack-landscape-and-why-midmarket-companies-still-struggle-with-data/ https://www.datadiscourse.ai/blog/the-modern-data-stack-landscape-and-why-midmarket-companies-still-struggle-with-data/ Wed, 27 May 2026 00:00:00 GMT Every growing company wants to become “AI-ready.” Leadership teams want faster answers about revenue, CAC, churn, profitability, pipeline health, and cash flow. But most… https://www.datadiscourse.ai/blog/doomerism-why-every-generation-thinks-the-end-is-near/ https://www.datadiscourse.ai/blog/doomerism-why-every-generation-thinks-the-end-is-near/ Tue, 12 May 2026 00:00:00 GMT Every generation seems convinced it is living at the edge of catastrophe. The details change, but the pattern does not. In the 1950s, it was nuclear annihilation. In the… https://www.datadiscourse.ai/blog/from-fragmented-data-to-trusted-insight-introducing-the-new-ddai-professional-services-portfolio/ https://www.datadiscourse.ai/blog/from-fragmented-data-to-trusted-insight-introducing-the-new-ddai-professional-services-portfolio/ Wed, 06 May 2026 00:00:00 GMT We’re excited to introduce the new DDAI Professional Services portfolio — a structured set of services designed to help companies move from disconnected systems to a… https://www.datadiscourse.ai/blog/why-bi-careers-are-a-smart-bet-in-the-age-of-ai/ https://www.datadiscourse.ai/blog/why-bi-careers-are-a-smart-bet-in-the-age-of-ai/ Wed, 22 Apr 2026 00:00:00 GMT There’s a growing narrative that AI will replace analysts. In reality, it’s doing something more subtle—and more impactful. AI is reducing the effort required to produce… https://www.datadiscourse.ai/blog/ai-loves-data-but-it-doesnt-fix-it/ https://www.datadiscourse.ai/blog/ai-loves-data-but-it-doesnt-fix-it/ Wed, 15 Apr 2026 00:00:00 GMT One of the core reasons AI feels like such a step change is simple: it can process massive amounts of data instantly. What used to take hours of querying, exporting, and… https://www.datadiscourse.ai/blog/everyone-talks-about-the-semantic-layer-but-what-does-it-actually-do/ https://www.datadiscourse.ai/blog/everyone-talks-about-the-semantic-layer-but-what-does-it-actually-do/ Wed, 08 Apr 2026 00:00:00 GMT Lately the term “semantic layer” is showing up everywhere in modern data and AI conversations. It sounds technical, important, and vaguely necessary. But for most… https://www.datadiscourse.ai/blog/when-saas-interfaces-disappear-data-becomes-the-product/ https://www.datadiscourse.ai/blog/when-saas-interfaces-disappear-data-becomes-the-product/ Wed, 01 Apr 2026 00:00:00 GMT Today, data is constantly being created and loaded into business systems like CRMs, ERPs, billing platforms, and marketing tools. https://www.datadiscourse.ai/blog/how-ddai-turns-fragmented-crm-data-into-enterprise-grade-analytics-at-scale/ https://www.datadiscourse.ai/blog/how-ddai-turns-fragmented-crm-data-into-enterprise-grade-analytics-at-scale/ Tue, 24 Mar 2026 00:00:00 GMT Modern CRMs are designed to adapt to how a business operates—not force it into a rigid structure. Custom objects and properties are features, not bugs. HubSpot… https://www.datadiscourse.ai/blog/decisions-at-the-speed-of-thoughtnbsp/ https://www.datadiscourse.ai/blog/decisions-at-the-speed-of-thoughtnbsp/ Wed, 18 Mar 2026 00:00:00 GMT For the past decade, the modern data stack has centered on the cloud data warehouse, with platforms like Snowflake, BigQuery, and Redshift forming the foundation for… https://www.datadiscourse.ai/blog/the-great-saas-compression-the-shrinking-software-stack-and-the-rise-of-the-intelligence-layer/ https://www.datadiscourse.ai/blog/the-great-saas-compression-the-shrinking-software-stack-and-the-rise-of-the-intelligence-layer/ Tue, 10 Mar 2026 00:00:00 GMT For decades, the SaaS industry has followed a predictable trajectory: more software, more tools, and more seats. At the center of the stack are platforms that store… https://www.datadiscourse.ai/blog/revops-use-case-series-part-5-aligning-growth-spend-and-profitability/ https://www.datadiscourse.ai/blog/revops-use-case-series-part-5-aligning-growth-spend-and-profitability/ Thu, 05 Mar 2026 00:00:00 GMT By now, we’ve covered the foundational pillars of operational clarity. https://www.datadiscourse.ai/blog/revops-use-case-series-part-4-pipeline-velocity-and-revenue-predictability/ https://www.datadiscourse.ai/blog/revops-use-case-series-part-4-pipeline-velocity-and-revenue-predictability/ Wed, 25 Feb 2026 00:00:00 GMT After executive reporting, runway visibility, and unit economics are under control, the next leadership question becomes inevitable: “Can we trust our forecast — and do… https://www.datadiscourse.ai/blog/revops-use-case-series-part-3-getting-to-trustworthy-growth-economics/ https://www.datadiscourse.ai/blog/revops-use-case-series-part-3-getting-to-trustworthy-growth-economics/ Wed, 18 Feb 2026 00:00:00 GMT After reporting and runway, RevOps teams inevitably get pulled into questions about growth efficiency: https://www.datadiscourse.ai/blog/revops-use-case-series-part-2-runway-amp-cash-forecasting-without-guesswork/ https://www.datadiscourse.ai/blog/revops-use-case-series-part-2-runway-amp-cash-forecasting-without-guesswork/ Wed, 11 Feb 2026 00:00:00 GMT After executive reporting, the next question RevOps teams get from leadership is almost always some version of this: https://www.datadiscourse.ai/blog/revops-use-case-series-part-1-executive-amp-investor-kpi-reporting-without-the-fire-drill/ https://www.datadiscourse.ai/blog/revops-use-case-series-part-1-executive-amp-investor-kpi-reporting-without-the-fire-drill/ Thu, 05 Feb 2026 00:00:00 GMT RevOps teams are supposed to be strategic partners to leadership. In reality, they’re often stuck responding to the same high-pressure request over and over again: https://www.datadiscourse.ai/blog/cuuuadinf5hw2gjz7e885z9d0brkye/ https://www.datadiscourse.ai/blog/cuuuadinf5hw2gjz7e885z9d0brkye/ Thu, 15 Jan 2026 00:00:00 GMT You’ve seen this movie before. Leadership wants dashboards. RevOps wants answers. You buy a BI tool, wire up your systems, and hope it all comes together. Six weeks… https://www.datadiscourse.ai/blog/how-mid-sized-businesses-can-unlock-enterprise-level-insights/ https://www.datadiscourse.ai/blog/how-mid-sized-businesses-can-unlock-enterprise-level-insights/ Wed, 07 Jan 2026 00:00:00 GMT Data is no longer just information—it’s the lifeblood of competitive advantage. Enterprises know this, which is why they pour millions into advanced platforms like…