ML Insights leverages AWS’s proven machine learning (ML) and natural language capabilities to help you gain deeper insights from your data. These powerful, out-of-the-box features make it easy for anyone to discover hidden trends and outliers, identify key business drivers, and perform powerful what-if analysis and forecasting with no technical expertise or ML experience needed.
ML Insights is available as part of the QuickSight Enterprise Edition.
Automatically analyze sales metrics across store locations, product categories, SKUs, and customers. Easily detect insights that are buried in the aggregates, like higher or lower-than-expected sales for a particular product, location, or even an individual customer.
With ML Insights, you can monitor your usage behavior in your website or application and quickly understand which items are seeing spikes from a recent campaign you ran, how usage behavior is reacting to new features, and what are the top contributors to those changes.
Accurately forecast your revenue with multiple levels of seasonality (like sales with weekly and quarterly trends). QuickSight automatically excludes anomalies, like spikes due to a price drop, so they don’t influence the predictions.
You can easily embed QuickSight’s ML features and NL narratives into your applications and web portals. Create and publish dashboards in QuickSight and then embed those dashboards into your applications with single sign-on, and APIs using the AWS and QuickSight SDKs.
With Amazon QuickSight, you can create data sets from your own data sources or other data sources that are shared with you. Then, you can create Data Analyses, visualize the data, and share it through data dashboards.
QuickSight’s ML-powered Anomaly Detection can continuously analyze all of your data to discover anomalies and variations inside of the aggregates, giving you the insights to act when business changes occur. Schedule automatic anomaly detection jobs across billions of metrics.
Use ML-powered Forecasting to accurately predict your business metrics, and perform interactive what-if analysis with point-and-click simplicity. QuickSight’s built-in algorithms make it easy for anyone to use ML that learns from your data patterns to provide you with accurate predictions based on historical trends.
QuickSight can automatically generate natural language narratives that can be woven into your dashboards and reports to provide deeper context for users. Use customized calculations, and custom formatting that allow you to control the story you present to your users.
Amazon QuickSight starting from $0.30 per session
W-Systems provided our not-for-profit with outstanding guidance and support to customize and implement SugarCRM to manage a complex network of activities, properties and partner relationships. The outcome was a clear, user-friendly system for our team resulting in professional reporting for our funders and senior leadership. W-Systems provides a project manager who is accountable and responsive throughout the process and provided resources for us to manage our system effectively.
W-Systems is an experienced and diligent SugarCRM integrator and developer. They have worked on numerous integrations and implementation projects with us and have been a great partner.
We brought on W-Systems to take on a very complicated CRM upgrade. We chose W-Systems due to their knowledge around our system, and they had the resources to execute. Their PMs, dev team, customer service, and sales teams were all top-notch and responsive to our needs and feature requests. I'd recommend W-Systems to any company looking for a SugarCRM partner.
Mark was instrumental in our upgrade to the latest version of GoldMine. Not only did Mark do the data conversion but he has subsequently resolved several issues that have surfaced with the GoldMine alarms & the daily backup process. Mark has been very accommodating to any contact I have made to either ask questions or resolve an issue. Previously we have worked with Bob thru the years to support our GM application and again very pleased with the support offered by Bob. I would highly recommend W-Systems Corp. for support.
CRMs are personal and complicated. With every project and every issue we have had, I feel that we were treated fairly and professionally. On the occasional misunderstanding or miscommunication, there was no gotcha but a desire to solve the issue fairly. The expertise level is high. Very good and respectful service.
Our experience with the team has been nothing but positive. They are a valuable resource for SugarCRM integrations and enhancements as well as day-to-day support. Our Account Manager has always shared relevant and engaging content and there is a wealth of webinars and knowledge shared throughout the year by the company. A+++
We have worked with W-Systems for many years. Their service is stellar on every level, including the expertise and caring of their staff members.
Our company has used W-Systems for about a year now for customization of our SugarCRM Cloud environment. It's been a pleasure working with a group of developers that get the job done right the first time. From the Director of Sales to the Ops Manager to the programmers... all our first class.
Responsive, helpful, thoughtful. They have been exactly opposite (in as positive of a way as possible) of the typical software sales approach. W-Sytems created my happiness with CRM.