{"slug": "a-list-of-articles-on-how-data-teams-built-their-analytics-agents", "title": "A list of articles on how data teams built their analytics agents", "summary": "A curated GitHub list from GetCassis compiles articles on how data teams built analytics agents, led by Anthropic's June 2026 post on enabling self-service data analytics with Claude, OpenAI's January 2026 writeup on its in-house data agent architecture, and Ramp's October 2025 guide to building an analyst agent on an existing dbt project. The collection organizes further reading notes by problem area — giving agents context, testing answers and model changes, fixing mistakes, reducing cost and latency, and driving adoption — and names Gorgias, AngelList, BlaBlaCar, LinkedIn, Uber, GitHub, Replit, Vercel, Alan, and Faire among the teams covered. Vendor implementations from Cube, Omni, and Cassis are also included.", "body_md": "A list of articles on how data teams built their analytics agents.\n\n[Recommended first reads](#recommended-first-reads) · [Internal builds](#internal-builds) · [Browse by problem](#browse-by-problem) · [Related reading](#related-reading) · [Contribute](/GetCassis/analytics-agent-articles/blob/main/CONTRIBUTING.md)\n\n1. **Anthropic — How a team makes self-service analytics work.**[Skills, metric definitions, documentation, and evaluations](https://claude.com/blog/how-anthropic-enables-self-service-data-analytics-with-claude) (Jun 2026), including how the team keeps them current as data models change.\n2. **OpenAI — Inside an in-house data agent.**[The architecture behind context preparation, retrieval, permissions, and evaluations](https://openai.com/index/inside-our-in-house-data-agent/) (Jan 2026).\n3. **Ramp — Building one around an existing dbt project.**[SQL and Jinja examples for context tables and domain documentation](https://jaysobel.substack.com/p/building-an-analyst-agents-with-dbt) (Oct 2025).\n\nRead an article directly from the right column, or click a company for its full reading notes. Dates are publication dates; stacks reflect what the authors used at the time.\n\n- **Giving the agent context:**[Ramp](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#ramp) ,[Gorgias](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#gorgias) ,[AngelList](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#angellist) ,[BlaBlaCar](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#blablacar) ,[OpenAI](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#openai) .\n- **Testing answers and model changes:**[Gorgias](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#gorgias) ,[Anthropic](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#anthropic) ,[Ramp](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#ramp) ,[LinkedIn](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#linkedin) ,[Uber](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#uber) .\n- **Fixing mistakes and keeping context current:**[GitHub](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#github) ,[Gorgias](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#gorgias) ,[Replit](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#replit) .\n- **Reducing cost and latency:**[Gorgias](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#gorgias) ,[Vercel](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#vercel) .\n- **Getting people to use it:**[Alan](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#alan) ,[Faire](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#faire) ,[Ramp](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#ramp) ,[LinkedIn](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#linkedin) .\n\nProduct engineering, technical studies, and benchmarks that complement the internal builds.\n\n- \n[Cube: Building an Agentic Analytics Harness](https://cube.dev/blog/building-an-agentic-analytics-harness) ·`Vendor implementation` . Errors, result limits, and permission-aware tools.[Stack and notes](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#cube) .\n- \n[Omni: Benchmarking Omni’s agentic analytics harness](https://omni.co/blog/benchmarking-omnis-agentic-analytics-harness) ·`Vendor implementation` . Testing quality, latency, and cost on a vendor’s analytics workload.[Stack and notes](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#omni) .\n- \n[Cassis: A blank beats a guess](https://blog.getcassis.com/a-blank-beats-a-guess/) ·`Vendor implementation` . Building the first context from existing data assets, with an open-source bootstrap kit.[Stack and notes](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#cassis) .\n- \n[Cassis: Context engineering for analytics agents](https://blog.getcassis.com/context-engineering-for-analytics-agents/) ·`Vendor implementation` . How we structure tables, metrics, and business rules so an agent can find what it needs.[Stack and notes](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#cassis) .\n- \n[Benchouse: The Analytics Agent Benchmark](https://benchouse.ai/benchmark) ·`Benchmark` . Compare accuracy, completeness, restraint, and cost per question across analytics agents.[Notes](/GetCassis/analytics-agent-articles/blob/main/reading-notes.md#benchouse) .\n\nKnow a team that has written up its internal build? Open an issue or pull request with the link and a sentence about what makes it useful. See the [contribution guide](/GetCassis/analytics-agent-articles/blob/main/CONTRIBUTING.md) for the format. Corrections and broken-link reports are welcome too.", "url": "https://wpnews.pro/news/a-list-of-articles-on-how-data-teams-built-their-analytics-agents", "canonical_source": "https://github.com/GetCassis/analytics-agent-articles", "published_at": "2026-09-10 08:08:17+00:00", "updated_at": "2026-09-10 08:24:30.934503+00:00", "lang": "en", "topics": ["ai-agents", "ai-products", "ai-tools", "ai-startups", "developer-tools"], "entities": ["Anthropic", "OpenAI", "Ramp", "Gorgias", "LinkedIn", "Uber", "GitHub", "GetCassis"], "alternates": {"html": "https://wpnews.pro/news/a-list-of-articles-on-how-data-teams-built-their-analytics-agents", "markdown": "https://wpnews.pro/news/a-list-of-articles-on-how-data-teams-built-their-analytics-agents.md", "text": "https://wpnews.pro/news/a-list-of-articles-on-how-data-teams-built-their-analytics-agents.txt", "jsonld": "https://wpnews.pro/news/a-list-of-articles-on-how-data-teams-built-their-analytics-agents.jsonld"}}