Quick and Easy: Constructing Wealthy Affected person Dashboards for Speech Therapists with Rockset


There are greater than 65 million speech-impaired folks worldwide of all ages and in each social sphere. Traditionally, they’re a weak social group, present in particular schooling establishments, rehab facilities, hospitals and clinics, or their very own houses. Each one among them wants rehabilitation, schooling, and assist, as a way to talk their wants, feelings and concepts.

Press & Say is a Chilean startup that gives the chance to enhance the autonomy, properly being, and high quality of life for people with complicated communication wants. We create and develop therapeutic instruments for digital well being and assistive know-how to regulate and monitor rehabilitation processes that can be utilized for tele-rehabilitation.

We began with an Augmentative and Different Communication System cellular app for speech-impaired folks. We developed that app right into a therapeutic software for well being professionals working with folks with complicated communication wants, both nose to nose or remotely.

With a purpose to assist well being professionals simply monitor sufferers’ KPIs through their cellular machine, we created a knowledge mannequin with an internet platform the place they and their establishments can discover affected person knowledge and statistics. Known as Press & Say Analytics, it gives Energy BI-like interactive visualizations of the rehabilitation knowledge of speech-impaired sufferers for his or her speech therapists and different caregivers.

NoSQL Knowledge Barrier

The interactive dashboards embody the whole lot from primary KPIs similar to Every day Lively Customers and Month-to-month Lively Customers (DAUs and MAUs), to superior context interpretation for every particular person affected person’s progress.
After we began creating our first model of the product, we used AWS DynamoDB, a NoSQL database, as we anticipated an enormous movement of information {that a} conventional SQL database wouldn’t be capable to deal with. However as we constructed our knowledge mannequin and tried to get the info from DynamoDB, we discovered we had a brand new barrier — the way to make the info come alive visually in our dashboards.

Discovering and Implementing a Nice Answer

We talked to a few software program corporations that would develop a customized dashboard analytics platform for us, however the costs had been too excessive. As a seed stage startup from Latin America, we determined to develop the dashboard ourselves. Our alternative was Redash. Nonetheless, the problem was serving Redash with SQL queries from knowledge saved in our NoSQL database. And as a co-founder with little expertise in raw-coding improvement on a NoSQL database, I wanted an answer that was straightforward to implement and handle.

First we looked for a NoSQL dashboard service, however after evaluating many selections, didn’t discover a appropriate resolution. Then we discovered Rockset. Rockset matches our actual want of serving very quick SQL queries on high of DynamoDB.

Rockset was very easy to arrange. We obtained it working in a short time with Rockset’s native DynamoDB connector and deployed our first visualization very quickly. With that out of the best way, we might proceed specializing in creating helpful KPIs for our purchasers, and begin engaged on research with our sufferers and necessary rehab facilities as a way to check, enhance and validate our knowledge mannequin. We additionally create personalized dashboards for every well being establishment when wanted. As every establishment works internally in several methods, the info can be retrieved and analyzed in another way relying on their overview, context, goals, and targets.


Excessive-Efficiency Analytics on NoSQL Knowledge

When you’ve got knowledge shops that you simply wish to question, however you’re struggling to do it in NoSQL, I like to recommend Rockset as a extremely beneficial cloud database service. Whilst you can construct or purchase different options, Rockset for us was a lifesaver that enabled us to create a fully-functional product that has since developed right into a fully-validated enterprise. Each time we have to add a brand new SQL question for a brand new visualization for our customers, we are able to rapidly add it within the Rockset console and there it’s straight away.