AI often guesses. Baselight AI knows. It connects language models to structured, verified data, producing answers that are factual, transparent, and reproducible. Combine your private data with Baselight’s global catalog to uncover deeper, connected insights and richer context. Every response includes its data, sources, and logic, giving you full visibility into how each answer is created. Baselight AI turns prediction into understanding you can trust.
Hey Product Hunt,
I’m Jorge, co-founder of Baselight, and I’m excited to share what we’ve been building: Baselight AI, the structured data layer for grounded intelligence.
AI is powerful, but it does not see the world clearly. Most language models generate answers from static training data. They sound confident but produce results that cannot be verified or traced. Baselight AI fixes that by connecting language models to structured, verifiable data so every response is factual, transparent, and reproducible.
With Baselight AI, you can ask questions in plain language, inspect the data and queries behind each answer, and refine results in Baselight Studio. You can also combine your private datasets with Baselight’s global catalog to uncover deeper, connected insights.
What makes it different:
- Verifiable answers, not predictions. Each response includes the data, source, and query that produced it.
- Seamless integration. Use the chat or connect your preferred tool via MCP to ground reasoning in structured data.
- Flexible analysis. Move from chat to SQL editing and visualization in Studio.
Baselight AI serves teams across finance, prediction markets, crypto, and journalism, helping them reason with clarity and confidence. Our mission is to make AI explainable, measurable, and built on truth.
You can use Baselight AI for free today. Upload your own data, ask questions in natural language, and see how grounded reasoning changes the way you work. Visit baselight.ai to get started.
— Jorge
Co-founder, Baselight
Really cool approach. especially the mix of natural language + transparent data behind every answer. Do you plan to add more real-time datasets soon?
Love the approach here! AI hallucinations are such a pain point, especially when you need reliable answers. Connecting directly to verified data instead of just guessing sounds like a game changer. Congrats on the launch!
Hey, congratulations! Your product makes me feel convenient to let LLM deals with data. Traditionally I can only paste the data in the chat and hope the context window is not exploded. I will recommend to my friend who is learning quantitative trading. It would be very useful to analyze the trend in the finance data without writing complex data analyzing code.
Hey Product Hunt,
Paulo here, founding engineer at Baselight - I work on both the software and the data that powers Baselight AI.
What’s most exciting to me is that Baselight AI doesn’t rely on whatever happened to be in an LLM’s training set. It’s wired directly into 300+ billion rows of structured data across finance, crypto, prediction markets, sports, government data, and more - so answers are grounded, quantifiable, and reproducible.
One concrete example I love:
“For Polymarket events with end dates in the last 30 days, show me how the odds have shifted. Provide a table with Market, Outcome, Opening Probability, Closing Probability, Shift.”
✅ Baselight AI: runs real queries over actual Polymarket price history and returns a precise table with those columns. ❌ Generic LLMs: typically say they can’t compute this without data access, or they fall back to vague, news-based guesses.
That’s the gap we’re closing: AI that knows because it’s connected to real data at scale - not AI that guesses based on fuzzy memories from training or a quick web search.
Really curious to see what you explore with it - share your analyses and insights, we’d love to check them out! 🚀
Hey, Product Hunt,
Another of the founders here! We would love you to try the product and give us your feedback to make Baselight a charm to use. A few things that you can start tinkering with right away:
Try answering that annoying question that ChatGPT and Claude keep hallucinating about.
Explore our catalog and kick-off data research leveraging our vast set of curated datasets.
Connect your agents and LLMs to our MCP server and give them access to structure data out of the box. No need for any kind of data infrastructure or ad-hoc RAG infrastructure.
Any features request? Are you missing some dataset? Do you want to supply your own datasets to eventually monetise them? Please let us know, we would love to chat!
In the meantime, here are a few ideas of things you can do with Baselight:
I would love to see here all the analysis and data-backed insights that you come up with using Baselight AI. Click the share button and them coming! Thank you for your support!
Jorge M. Soares,
Trent Davis
