Zoho Analytics - July 2026 Updates

Zoho Analytics has published its quarterly round-up, covering machine learning, forecasting, content organisation, connectors and developer tools.

• AutoML now supports time series forecasting, so you can build forecasting models from historical data without writing code.
• Those models let you analyse time-based patterns, trends and seasonality to predict demand, sales, inventory levels, revenue and similar metrics.
• PMML files can be imported, letting you reuse machine learning models trained elsewhere and apply them to your data without rebuilding or retraining them.
• Forecasting is now available in pivot views, so projected values sit alongside actual data in a pivot report rather than only in charts.
• System tags such as Certified and Outdated help you group, find and assess reports and dashboards, making it clearer which content is trusted and how fresh the data is.
• A GreytHR connector centralises HR and payroll data in Zoho Analytics.
• A Cin7 Core connector brings inventory, sales and purchasing data into Zoho Analytics.
• The Zoho Sprints connector gains a Meetings module.
• The Zoho Sprints Timesheets module now supports Log Type, Meeting ID, Release ID and Project ID fields.
• The Facebook Ads connector adds Website Contacts and Applications Submitted fields to ad account, campaign, ad set and ad insights, plus a Lead (Form) field on ad insights.
• Live Connect is now supported for MongoDB, giving real-time access to MongoDB data without importing or duplicating it.
• The JS API supports dropdown, expanded and collapsed user filter views for embedded reports and dashboards.
• The JS API also adds user filter validation events and rules, so you can check filter selections and apply only valid combinations before a report refreshes.