Blog · Category15 posts # Agentic Analytics AI agents that read your analytics, find what changed and say why. An agent that answers from your analytics is only as good as the data and the context it reads. These posts cover what agentic analytics is, how agentic tools and AI analysts differ, where MCP servers fit in a digital analyst’s work, and the context layer and harness we built for our own agent. Start here 4 picks - [ 13 minAgentic AnalyticsJuly 7, 2026 ### What Is Agentic Analytics: Reshaping Decisions in 2026 Discover what is agentic analytics, how it transforms BI, and its impact on business decision-making with autonomous AI agents. Get the 2026 overview. by **David Pombar**](/blog/what-is-agentic-analytics) - [ 14 minAgentic AnalyticsJuly 6, 2026 ### Agentic Analytics Tools: The Future of Data Automation Explore agentic analytics tools and how they move beyond dashboards. This guide explains how they work, key use cases, and how to adopt them successfully. by **David Pombar**](/blog/agentic-analytics-tools) - [ 8 minAgentic AnalyticsOctober 20, 2026 ### AI analytics agents compared: what each one can see Six AI analytics tools compared by the evidence they read, how they work, and where they stop, for teams asking why GA4 and ad conversions dropped. by **Mariona Martí**](/blog/ai-analytics-agents-compared) - [ 10 minAgentic AnalyticsOctober 27, 2026 ### Context layer for AI agents: how we built ours What a context layer for AI agents is, how it differs from a semantic layer, and five lessons from building the one behind Trackingplan's analytics agent. by **Alexandros Andre Chaaraoui**](/blog/context-layer-for-ai-agents) Latest 15 posts · newest first - [ 10 minAgentic AnalyticsOctober 27, 2026 ### Context layer for AI agents: how we built ours What a context layer for AI agents is, how it differs from a semantic layer, and five lessons from building the one behind Trackingplan's analytics agent. by **Alexandros Andre Chaaraoui**](/blog/context-layer-for-ai-agents) - [ 11 minAgentic AnalyticsOctober 27, 2026 ### From SaaS to agents: our users' job became the agent's job Trackingplan's CEO on how a first AI feature taught us our users' job was the agent's job, and why we rebuilt the SaaS around agents. by **Josele Pérez**](/blog/from-saas-to-agents) - [ 12 minAgentic AnalyticsOctober 25, 2026 ### Agent harness for marketing data: how we built ours An agent harness is everything around the model. How we built one for marketing data: the semantic layer, the tools, the evals, and what we threw away. by **Alexandros Andre Chaaraoui**](/blog/agent-harness-for-marketing-data) - [ 8 minAgentic AnalyticsOctober 20, 2026 ### AI analytics agents compared: what each one can see Six AI analytics tools compared by the evidence they read, how they work, and where they stop, for teams asking why GA4 and ad conversions dropped. by **Mariona Martí**](/blog/ai-analytics-agents-compared) - [ 13 minAgentic AnalyticsSeptember 28, 2026 ### Same models, different answers. Inside the new agentic Trackingplan: how it works, and why it isn’t comparable to an LLM with an MCP. by **Alexandros Andre Chaaraoui**](/blog/same-models-different-answers) - [ 13 minAgentic AnalyticsAugust 16, 2026 ### Automated Root Cause Analysis for Analytics Teams Learn how automated root cause analysis accelerates analytics troubleshooting, reduces incident resolution time, and keeps marketing data reliable. by **David Pombar**](/blog/automated-root-cause-analysis) - [ 15 minAgentic AnalyticsJuly 10, 2026 ### Agentic BI: Analytics Evolution for 2026 Explore agentic BI, the next evolution in analytics. Learn its differences, use cases, risks, and ensure reliable data for success. by **David Pombar**](/blog/agentic-bi) - [ 13 minAgentic AnalyticsJuly 8, 2026 ### Natural Language Analytics: Turning Queries Into Insights Discover how natural language analytics translates user queries into actionable marketing and product insights. A guide for digital analysts and data teams. by **David Pombar**](/blog/natural-language-analytics) - [ 13 minAgentic AnalyticsJuly 7, 2026 ### What Is Agentic Analytics: Reshaping Decisions in 2026 Discover what is agentic analytics, how it transforms BI, and its impact on business decision-making with autonomous AI agents. Get the 2026 overview. by **David Pombar**](/blog/what-is-agentic-analytics) - [ 14 minAgentic AnalyticsJuly 6, 2026 ### Agentic Analytics Tools: The Future of Data Automation Explore agentic analytics tools and how they move beyond dashboards. This guide explains how they work, key use cases, and how to adopt them successfully. by **David Pombar**](/blog/agentic-analytics-tools) - [ 13 minAgentic AnalyticsJuly 2, 2026 ### Agentic Marketing: A Guide to Autonomous AI Workflows Explore agentic marketing from concept to execution. Learn how autonomous AI agents work, the analytics challenges they create, and how to solve them. by **David Pombar**](/blog/agentic-marketing) - [ 16 minAgentic AnalyticsJune 30, 2026 ### Agentic AI in Marketing: The Definitive 2026 Guide Explore agentic AI in marketing. This guide covers use cases, implementation, and the critical role of data observability for trusted, autonomous campaigns. by **David Pombar**](/blog/agentic-ai-in-marketing) - [ 13 minAgentic AnalyticsJune 27, 2026 ### AI data analyst: what it is and how to pilot one What an AI data analyst is, how it changes the analytics workflow, the use cases that pay off, the tools, why data quality decides the result, and a pilot. by **David Pombar**](/blog/ai-data-analyst) - [ 13 minAgentic AnalyticsJune 26, 2026 ### Mastering AI Agents for Marketing Success Ai agents for marketing - Revolutionize marketing with AI agents. Explore use cases, implementation, & data quality to boost ROI with intelligent automation by **David Pombar**](/blog/ai-agents-for-marketing) - [ 11 minAgentic AnalyticsJune 2, 2026 ### Chrome DevTools MCP vs Playwright MCP for Digital Analysts: A Practical Comparison (2026) A practical comparison of Chrome DevTools MCP vs Playwright MCP for auditing tags and validating GA4/GTM tracking. by **David Pombar**](/blog/chrome-devtools-mcp-vs-playwright-mcp-digital-analysts) Trackingplan ## See everything. Miss nothing. Your implementations audited around the clock with real-time, real-user data. Real-time alerts about errors or changes in your data, campaigns, pixels, privacy and consent. Let AI flag issues before they cost you. [Start free trial →](https://app.trackingplan.com/signup) [Book a demo](/demo)