AI & Analytics Engine

Hi Product Hunt community,

My name is Quan, and I’m the founder of PI.EXCHANGE. A huge thanks to everyone in the community for checking out the AI & Analytics Engine.

It has been a wild ride. Over the last 18 months, the team at PI.EXCHANGE has been working tirelessly to deliver this launch. Countless number of hours for designing, coding, getting feedback, trying, failing, and trying again. We have a deep appreciation to all our users, early adopters, and anyone who has supported us along the way.

We created the Engine from the real need to make machine learning easy, simple and affordable. We know companies are noticing the power of machine learning, yet 65% of SME’s are holding back from using this tech.

We’ve seen that starting a data science or machine learning project can be really daunting - and out of reach for those without the data background, deep pockets and lots of time. Which means only a select few benefit from ML. We want to make ML more accessible so more people benefit, so we made the Engine.

The AI and Analytics Engine unlocks the value from your data, allowing you to build predictive machine learning models - without needing to code. The Engine is designed for analysts, developers, marketers and data scientists across sectors, especially in businesses where resources are limited.

The Engine acts as your end-to-end data science and ML assistant guiding you from raw data to deployable models. Some of my favourite features are:

- Smart data preparation: If you’re data isn’t quite ML-ready just yet, the Engine can look at your dataset and provide a meaningful set of data wrangling actions (we call it recipe, because its repeatable - just like cooking) to make your dataset ready for modelling.

- Unique model recommender: The Engine tells you in advance the expected performance of the most optimal models before training, based on criteria such as predictive performance, training time, or training cost.

- Model insights: Sometimes you might want more than just the outcome, and to dig deeper into the data. Our what-if tool, feature importance and prediction explanation features help you understand your data, and why the model behaves as it does.

- Extensive integrations: It’s so important for any product to fit nicely into your techstack, so the Engine allows you to send your predictions anywhere with ease - Apps, dashboards and databases.

The dream started some 2 years ago, with the vision to democratize access and empower people to use ML, today feels like a huge milestone.

We know, for sure, there are still lots of things to improve - and we are committed to do so. Your feedback, good or bad fuels us bringing better products to market in an effort to make ML more accessible. And love it or hate it, we always love to hear from you.

Thank you for your support!