https://edilitics.com/blog Governed AI analytics insights from Edilitics. en-us Mon, 06 Jul 2026 00:00:00 GMT https://edilitics.com/blog/ai-analytics-root-cause-analysis-why-the-recommendation-isnt-enough https://edilitics.com/blog/ai-analytics-root-cause-analysis-why-the-recommendation-isnt-enough Mon, 06 Jul 2026 00:00:00 GMT Raoul Pinto Most AI analytics tools tell you what to do. AskEdi now tells you why the problem exists and what changes when you have a diagnosis before the recommendation. https://edilitics.com/blog/private-mode-anonymization-accuracy-tradeoff https://edilitics.com/blog/private-mode-anonymization-accuracy-tradeoff Mon, 29 Jun 2026 00:00:00 GMT Mihir Sanchala Anonymizing column names before sending schema to an AI is standard advice. What most teams miss: the AI still has to understand your data somehow, and anonymization changes what that costs. https://edilitics.com/blog/why-one-ai-model-isnt-enough https://edilitics.com/blog/why-one-ai-model-isnt-enough Thu, 25 Jun 2026 00:00:00 GMT Mihir Sanchala A 2026 benchmark across 37 LLMs found hallucination rates between 15% and 52%. Single-model analytics pipelines inherit that variance. Here's why a two-stage architecture - Classifier then Synthesizer - produces deterministic, trustworthy answers. https://edilitics.com/blog/your-ai-analytics-tool-doesnt-know-your-business https://edilitics.com/blog/your-ai-analytics-tool-doesnt-know-your-business Mon, 22 Jun 2026 00:00:00 GMT Mihir Sanchala 49% of organizations don't trust AI-generated insights. The reason isn't the model - it's that the AI has never been told what your columns actually mean. Here's how to fix it. https://edilitics.com/blog/why-self-serve-analytics-fails https://edilitics.com/blog/why-self-serve-analytics-fails Wed, 17 Jun 2026 00:00:00 GMT Raoul Pinto 80% of data governance initiatives fail by 2027, says Gartner. The reason isn't the tool - it's ungoverned data. Here's what governance actually means and how to fix it. https://edilitics.com/blog/anthropic-validated-ai-analytics-architecture https://edilitics.com/blog/anthropic-validated-ai-analytics-architecture Mon, 15 Jun 2026 00:00:00 GMT Edilitics Anthropic's engineering team published the internal architecture they built to make AI analytics trustworthy. The four decisions they made are the same four decisions Edilitics is built on. https://edilitics.com/blog/why-we-built-what-nobody-wanted-to-build https://edilitics.com/blog/why-we-built-what-nobody-wanted-to-build Tue, 09 Jun 2026 00:00:00 GMT Raoul Pinto The NCeG conference. The second AI reckoning. Building AskEdi. The decision not to launch. Five years later, what it actually means. https://edilitics.com/blog/i-asked-for-a-resource-he-saw-something-else https://edilitics.com/blog/i-asked-for-a-resource-he-saw-something-else Tue, 02 Jun 2026 00:00:00 GMT Raoul Pinto In early 2024 I wasn't looking for a co-founder. I didn't think I was in a position to ask. This is what happened in the week Mihir Sanchala said yes anyway. https://edilitics.com/blog/the-proof-of-concept-worked-then-the-world-changed https://edilitics.com/blog/the-proof-of-concept-worked-then-the-world-changed Tue, 26 May 2026 00:00:00 GMT Raoul Pinto Two and a half years. Two interns. One question nobody had answered. Then ChatGPT arrived and I spent three months wondering if any of it still mattered. https://edilitics.com/blog/analytics-without-a-data-team https://edilitics.com/blog/analytics-without-a-data-team Fri, 22 May 2026 00:00:00 GMT Raoul Pinto A decade in retail and growth taught me how to read a business. It didn't give me access to my own data. That gap became Edilitics.