Baselight
The data layer for humans & AI
160 followers
The data layer for humans & AI
160 followers
We're building a data hub and marketplace that provides AI with structured, inference-time data. We're doing away with poor quality output based on made-up data and replace it with high-resolution answers with traceable data sources and transformations.
This is the 2nd launch from Baselight. View more
Baselight AI
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.
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Launch Team / Built With
Baselight
Baselight
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:
Explore upcoming NBA (or NFL, soccer, name your sport) games and see if Baselight AI can give you an edge trading on prediction markets: https://baselight.app/ai/share/d4eb5e36-d7e4-4558-93a1-1481c548dafd
Analyse what are the most liquid and popular markets in Kalshi: https://baselight.app/ai/share/e204c3c9-5d7c-4c68-9796-d6aee1ac434f
Research insider transactions for AI-related companies to understand if we are on an AI bubble: https://baselight.app/ai/share/786966b8-2a5b-4ee0-8beb-d6d5ca47a2d4
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!
Creaibo
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.
Baselight
@jachinshen thank you fro you kind words! We support dataset uploads in case you have your own CSV or parquet file datasets and you want to use Baselight AI to analyse them with natural language.
Feel free to share your chats here to give some inspiration to other users. Cheers!
Baselight
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:
✅ 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! 🚀
Snowglobe
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!
Really cool approach. especially the mix of natural language + transparent data behind every answer.
Do you plan to add more real-time datasets soon?
Baselight
@vik_sh Of course! Right now depending on the dataset we have different refresh periods. Some pipelines are run daily, and others have just 10 mins lags. However, if you have any specific request for potential datasets that you would like to see with real-time (or small delays) please let me know and we try to prioritise them.
We really appreciate your feedback and support :)