Topic

AI in Analytics

28 articles · 1 guide

Vibe Coding Dashboards: Why Teams Do It and How to Do It RightArticle · AI in AnalyticsVibe Coding Dashboards: Why Teams Do It and How to Do It RightMachine learning in marketing: the uses your data can actually supportArticle · AI in AnalyticsMachine learning in marketing: the uses your data can actually supportAI hallucinating SQL: what it looks like and how to catch itArticle · AI in AnalyticsAI hallucinating SQL: what it looks like and how to catch itTrace an AI answer to its SQL: from number to source tableArticle · AI in AnalyticsTrace an AI answer to its SQL: from number to source tableAI-ready marketing analytics data: what an AI needs from your ad dataArticle · AI in AnalyticsAI-ready marketing analytics data: what an AI needs from your ad dataUsing ChatGPT to write SQL for your reports: six steps and a checkArticle · AI in AnalyticsUsing ChatGPT to write SQL for your reports: six steps and a checkMCP and your data warehouse: where cross-tool joins belongArticle · AI in AnalyticsMCP and your data warehouse: where cross-tool joins belongHow to Review AI-Generated SQL: The Checks, in Order, Tested on ChatGPT and ClaudeArticle · AI in AnalyticsHow to Review AI-Generated SQL: The Checks, in Order, Tested on ChatGPT and ClaudeCan You Trust AI with Your Business Numbers?Article · AI in AnalyticsCan You Trust AI with Your Business Numbers?RAG Over Your Warehouse Metadata is a Trap: Describe the Schema InsteadArticle · AI in AnalyticsRAG Over Your Warehouse Metadata is a Trap: Describe the Schema InsteadText-to-SQL Accuracy: What a Benchmark Score Tells You About Your Own WarehouseArticle · AI in AnalyticsText-to-SQL Accuracy: What a Benchmark Score Tells You About Your Own WarehouseGoverned AI Analytics on Snowflake: Who Writes the SQL When Finance AsksArticle · AI in AnalyticsGoverned AI Analytics on Snowflake: Who Writes the SQL When Finance AsksEveryone in the meeting has a different number: how to get one source of truthArticle · AI in AnalyticsEveryone in the meeting has a different number: how to get one source of truthGoverned AI Analytics on BigQuery: Who Writes the SQL When Your Team Asks in ChatArticle · AI in AnalyticsGoverned AI Analytics on BigQuery: Who Writes the SQL When Your Team Asks in ChatAI Data Analyst Tools You Can Trust: An Honest ComparisonArticle · AI in AnalyticsAI Data Analyst Tools You Can Trust: An Honest ComparisonSemantic Layer for AI Agents: Do You Need One, or Do You Already Have It?Article · AI in AnalyticsSemantic Layer for AI Agents: Do You Need One, or Do You Already Have It?Vibe Analytics is a Hallucination MachineArticle · AI in AnalyticsVibe Analytics is a Hallucination MachineWhy AI Gives Different Answers to the Same Data QuestionArticle · AI in AnalyticsWhy AI Gives Different Answers to the Same Data QuestionGoverned Self-Service Analytics: Fix the Real BottleneckArticle · AI in AnalyticsGoverned Self-Service Analytics: Fix the Real BottleneckAI hallucinates. Your revenue numbers don't have toArticle · AI in AnalyticsAI hallucinates. Your revenue numbers don't have toShip AI your board can trust — without betting your seat on a hallucinationArticle · AI in AnalyticsShip AI your board can trust — without betting your seat on a hallucinationWho do you ask about your data?Article · AI in AnalyticsWho do you ask about your data?The data guy will resist. Here's how to bring him alongArticle · AI in AnalyticsThe data guy will resist. Here's how to bring him alongGoverned MCP Analytics: How It Works, Step by StepArticle · AI in AnalyticsGoverned MCP Analytics: How It Works, Step by StepI watched a CEO fire his weekly report — here's what he does insteadArticle · AI in AnalyticsI watched a CEO fire his weekly report — here's what he does insteadAI agents don't replace your analyst — they replace your backlogArticle · AI in AnalyticsAI agents don't replace your analyst — they replace your backlogThe AI reporting analytics team that replaces your backlog, not your peopleArticle · AI in AnalyticsThe AI reporting analytics team that replaces your backlog, not your peopleSelf-service analytics doesn't exist. Here's the architecture that works.Article · AI in AnalyticsSelf-service analytics doesn't exist. Here's the architecture that works.

Guides

The Marketing Blind-Spot Fix BlueprintGuide · AI in AnalyticsThe Marketing Blind-Spot Fix Blueprint