ChatGPT for data, embedded in your app.
Defog.ai is a natural language data query tool that is embedded in applications. The tool allows users to ask free-form data questions and access data from CSV files or predefined datasets. Data can be queried from databases such as Redshift and ticket sales, with examples such as a sample dataset called Tickit. The tool enables users to ask questions in any language and provides answers to long-tail questions. Unlike other solutions, Defog allows data superpowers without compromising on privacy, as it only needs access to the database schema, not the actual data. The tool is backed by Y Combinator and has a demo available, allowing users to embed data superpowers in their app. Help other people by letting them know if this AI was useful. Add your own prompts and outputs to help others understand how to use this AI.
When considering Defog for integration into your organizational workflow, we recommend deploying a structured score card across three critical operational pillars: Security & Compliance, Integration Friction, and long-term Price Scalability. Rather than looking only at basic feature lists, modern procurement teams must assess how a software platform behaves under high load and how well it fits into the team's data security guidelines.
Depending on your operating region and field, ensure that Defog supports standard security layers such as SOC 2 Type II certifications, GDPR compliance, or HIPAA-compliant database encryption. If the tool connects directly to client database tables or handles user passwords, verify that they implement multi-factor authentication (MFA), single sign-on (SSO) integrations, and end-to-end data encryption in transit and at rest.
Siloed data is the primary cause of operational friction. Evaluate if Defog has native connectors for your current project trackers, messaging hubs, and customer communication channels. For custom developer requirements, check if they provide a fully documented REST API with reasonable rate limits, comprehensive Webhooks support, and robust SDK packages in your language. A flexible API layer saves hundreds of hours of manual copy-paste overhead.
SaaS pricing packages are often deceptively simple. When reviewing Defog's billing structure, map out your team's projected expansion over the next 12 to 24 months. Determine how costs scale as your customer database increases or as you add team members. Factor in setup costs, mandatory support plan upgrades, API access fees, and storage overage rates to understand the true cost before committing to a contract.
By combining verified user reviews from our directory with internal workflow pilot tests, your procurement team can make an informed decision that drives productivity without creating capital waste.
Overall rating
Based on 17 reviews
It is the ease of use for me. @DataSquirrel is fast, the UI is super intuitive, and the guided analysis feature is highly convenient. I have officially moved from uploading CSV files from Google sheet to @DataSquirrel. Within minutes, I can visualize my data and interpreting it becomes super simple.
Aakriti Mahajan
Such an impressive platform for all of us who are looking for more efficient ways to do the investigation. @OpenRead has the potential to solve our problems.
Zhuohang Tong
Great! I think @AI Lawyer is the best service I've ever seen. Perfect use. Prompting helps in the work
Yuri Gerasimov
I tried using it but the website has too many bugs.
João Neiva
I'm still testing the tool yet it looks very promising. I tested it with a 5.5k words Academic text that I had previously red. I tested the Key points feature, it does work!
Ivana González
after playing around with it for a bit, i am now aware of how much i need this. i can already feel the hours of sleep coming back to me <3
Bru no no no
easy to pick up and you get a few free file imports. it gives you results pretty fast, unfortunately i can't find a way to get back to these, they're locked behind the paid service.
Ron Jayson
Works but I cannot understand what's the use. I was expecting it to give me some videos
Samartha Venkatramana
I tried NovelGPT a template in @Agentgpt and it did an excellent job writing the first two episodes of my novel complete with character descriptions, setting,plot points and well I think you get the point. Great tool can't wait to see it out of beta.
Kelli Crose
After my first use, I think it's surprisingly good. The only drawback so far is the PDF export option for the report which is formatless.
Alejandro Correa
It's sad to see people want to try your tool out but you have no free sample for them. This may be the best tool out there, but, as mentioned, going through with the AI for minutes to explain what you want, then being prompted to pay, without even knowing if it CAN create something, is discouraging. I hope we can get a free sample or preview at one point, im interested in this one.
Ron Jayson
An amazing app, I love the share feature and the comment section summaries
Silvia Cho
O GPT faz uma análise melhor e mais personalizada.
Vinicius Vilela
As the service was in beta-testing stage, I created there a dozen of AI-generated courses for free. I wanted to use them. Those courses remained in my account as they started subscription tiers. But recently I have found out that they were deleted. The support didn't answer to my e-mail at all.
Oldfag TV
Great product to offload the data analytics workflow.
Pedro A Porras Luraschi
Free Start with a Free Experience $0 /mo
Vitus Bering
Paid for monthly account to test it out. Site does not recognize the purchase.
Chevy Richardson
Starting Price
Free plan available
Free tier available with optional paid upgrades.
