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Aito.ai
Company blog · aito.ai/blogdataaistartups
Aito.ai is the company blog at aito.ai, writing about data, ai and startups. Since 2019, 4 different Hacker News readers have linked it 26 times, most often “A Predictive Database”. No feed was found, so read it on the site itself.
Aito is the predictive database: instant, calibrated predictions from your own live data, in one query. The predictive half of the intelligent application, serving your users, workflows, and agents.
Most-linked posts?
- A Predictive Database2 people · 5 mentions · first linked 2019-09-06
What Hacker News says?
Hi Luc, What's your perspective on predictive databases like https://aito.ai ? I'm one of the Aito.ai founders. If you would like to hear more, I'm happy to talk one-to-one. Regards, Antti
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on “Recently minted database technologies that I find intriguing”Submitted A Predictive Database as a story · 125 points
HN discussionHi Peter :-) Antti from aito.ai here ( https://aito.ai ) What do you think about Aito and the predictive databases? We believe that the predictive databases can be a thing both in the database and the ML space, which is quite exciting. I also feel that the 'smart databases' like Aito or BayesDB form an interesting database category, which will emerge as an everyday softwarw component once the technology matures. Acc…
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on “Recently minted database technologies that I find intriguing”Submitted Could predictive database queries replace machine learning models? as a story · 89 points
HN discussionI'm bootstrapping my predictive database startup https://aito.ai/ :-) More specifically, I have worked on the demo https://github.com/AitoDotAI/aito-demo to make use cases visual and well described. E.g. smart search use case is here https://github.com/AitoDotAI/aito-demo/blob/main/docs/use-ca... Claude Code is doing absolute wonders on setting things up. One has to just check out for hallucinations and made-up stuf…
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on “Ask HN: What Are You Working On? (June 2025)”Submitted A new database category – the predictive database as a story · 6 points
HN discussionI wonder if you are familiar with the predictive databases? We at Aito.ai have gotten lot of interest from different RPA/no-node users and providers, and predictive database queries seem like a best intelligent automation. https://aito.ai/blog/could-predictive-database-queries-repla... It would be interesting to deeply integrate predictive functionality in your system, especially as it integrates a DB naturally. Thi…
Comment linking /blog/could-predictive-database-queries-replace-machine-learning-models/
on “No-Code vs. Pro-Code: A New Hope”Submitted Concept learning to free you from feature engineering as a story · 4 points
HN discussionHere's an early article on predictive databases: https://aito.ai/blog/introducing-a-new-database-category-the... The big difference of the predictive queries / databases compared to trained models is that predictive databases are prepared / optimized to allow making arbitrary predictions without pretrained model. So you can basically as to predict any X based on any A, B and C and expect a more or less immediate ans…
Comment linking /blog/introducing-a-new-database-category-the-predictive-database/
on “Could predictive database queries replace machine learning models?”Submitted We use EBS and Auto Scaling groups to move database state during updates as a story · 3 points
HN discussionHi fugenxmobileapp, I'm a Aito.ai founder. We have created a predictive DB solution, where you can get predictions / ML instantly via SQL-like queries from the database. Aito could be used to e.g. fill forms, predict users' next steps or provide recommendations. https://aito.ai/ Based on you experience, does Aito-like product makes sense in the mobile domain? For reference, we have a smallish demo app that demonstra…
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on “How Machine Learning Is Usefull in Mobile App Development?”Submitted Finnish logistics giant uses predictive database for intelligent automation as a story · 3 points
HN discussionSubmitted Return on Investment for Machine Learning as a story · 3 points
HN discussionSubmitted Aito.ai raises $1.1M aiming to make machine learning as easy as SQL queries as a story · 3 points
HN discussionSubmitted Aito v2: a predictive database over linked data, with vectors, graphs and SQL as a story · 2 points
HN discussionSubmitted Simplifying back end development with NestJS monorepo as a story · 2 points
HN discussionSubmitted 3 key RPA+ML insights from invoice process automation project as a story · 2 points
HN discussionSubmitted Aito.ai – Early Access as a story · 2 points
HN discussionSubmitted Making machine learning as easy as SQL – introducing the predictive database as a story · 2 points
HN discussionSubmitted Predictive database benchmarks vs. RF, AutoML, Elastic etc., up to 10M scale as a story · 1 points
HN discussionSubmitted The User Is the Processor as a story · 1 points
HN discussionSubmitted Value, quality or growth: three investing philosophies based on 12 years of data as a story · 1 points
HN discussionSubmitted A new database category – the predictive database as a story · 1 points
HN discussionSubmitted What if every input, search and list was predictive? as a story · 1 points
HN discussionSubmitted AI Database Landscape in 2026: Vector, ML-in-DB, LLM-Augmented, Predictive as a story · 1 points
HN discussionSubmitted ML via AI Queries – How to Use the Predictive Database? as a story · 1 points
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