As early adopters, we integrated CamelAI into anastasia.ai and immediately saw traction shift. Its iframe-based integration enabled a full multitenant RLS architecture in production in under a week, freeing us from custom BI engineering and accelerating time‑to‑value.
What truly sets CamelAI apart is its knowledge base and reference-query system. The platform allows us to define our own domain terminology, metric definitions, table relationships, and formatting preferences in a knowledge base, ensuring consistent interpretations across queries. Meanwhile, reference queries give the model explicit SQL patterns and example metrics, anchoring responses in precise, repeatable logic.
This combination not only standardizes tone and personality, but dramatically improves data output correctness—a critical factor in building trust with our customers. After tuning these features, the accuracy of CamelAI’s insights improved noticeably, reducing manual review cycles.
Once live, our users got context-aware, accurate answers directly in the product. Engagement and conversion rose quickly, without a corresponding rise in support overhead or infrastructure work.
In summary, CamelAI delivers secure, scalable embedded AI analytics with enterprise-grade accuracy. The customizable knowledge base and reference-query features are not optional bells and whistles—they’re essential for any SaaS team that cares about data fidelity. For anyone building tenant-aware, trustworthy analytics, CamelAI is a standout choice.
CamelAI
We've been working with CamelAI's wonderful team for over a month now. Integration of their embedded chat into our product took less than 15 minutes and It's data analysis model works extremely well. This has enabled our clients to "do magic" by themselves, no SQL knowledge required. Doing something like this in-house would have taken us months or even a full year! it's an amazing and powerful tool :D.
CamelAI
@felipe_lucero Thanks Felipe! We love working with you and the whole Anastasia AI team. You’ve had a huge impact in shaping CamelAI. Having amazing early customers like you is one of the best things a startup could ask for.
CamelAI
@felipe_lucero THANK YOU SO MUCH for this review. What a powerful example of the value that you've realized from using our iframe. Your team is one of our favorites - not that we have any favorite customers :)
Bio Calls by Cross Paths
Gee, what a great logo! Congrats on the launch!
CamelAI
@heypaus We built the logo ourselves! His name is qwaml the camel. LONG STORY about how he got his name, lol. Thank you for your support Paul!
AltPage.ai
No way, just asking data questions in plain English? That’s insanely helpful for folks who hate SQL (me lol). You nailed it with this one, team!
CamelAI
@joey_zhu_seopage_ai I suck at SQL!! Fun fact: I'm the non-tech cofounder and camelAI started as a tool to help me find the answers I need without having to poke my eng team so often.
Trieve
I am a huge fan of this product! I feel lucky that I was able to use the beta version and actually embedded it into my blog doing data analysis about another product which I launched. It was cool that I could let my users ask their own questions about the data without putting the burden of taking a read only only connection URI, loading into a dbms, and making their own queries onto them.
CamelAI
@skeptrune Let's go!! That's such a cool use case
Magic Hour
this is really cool! i loved your chat with hacker news and y combinator launches. i think these features are really valuable for users because they're interactive and personalized. im thinking through ways we could benefit from this as an image and video creation product. lmk if you have ideas :)
CamelAI
@runs Those free interactive demos are fun to mess around with. Glad you liked them!
MindOne
Congratulations on the launch of CamelAI! This seems like a powerful tool for integrating AI data analysis directly into SaaS products, offering significant value to developers and businesses. Truly innovative!
CamelAI
@csacsika Thank you so much, we think so too!