How does the AI Analyst feature ensure accuracy and avoid hallucinations when generating insights?
The AI Analyst avoids hallucinations by strictly adhering to a process where it only pulls data from connected sources and writes formulas. It does not perform mathematical calculations itself but rather constructs the spreadsheet logic, ensuring that the results are based directly on the underlying data and user-defined formulas.
What is the role of the 'Forward Deployed Analyst' included in the pricing plans?
The Forward Deployed Analyst is a dedicated expert provided by Equals who assists in building your initial reports. This ensures a smooth onboarding process and helps users quickly leverage the platform's capabilities to generate relevant GTM insights tailored to their specific business needs.
Can Equals push analyzed data back into our existing CRM or other business systems?
Yes, Equals includes a 'Writeback' feature that allows users to push data and insights generated within the Equals BI Spreadsheet back into their CRM or other integrated systems. This facilitates a closed-loop analytics process and ensures data consistency across platforms.
How does Equals handle large volumes of data, especially for companies with extensive historical records?
Equals is designed to handle large datasets through its 'Infinity' feature, which allows users to work with unlimited rows. This ensures that even companies with extensive historical data or high transaction volumes can perform comprehensive analysis without encountering performance limitations.
What is the difference in data refresh rates between the Essential and Business plans, and how does it impact real-time analysis?
The Essential plan refreshes data every 6 hours, while the Business plan offers a more frequent refresh rate of every hour. The more frequent refresh in the Business plan provides closer to real-time feedback on GTM performance, allowing for quicker identification of trends and more agile decision-making compared to the Essential plan's longer refresh interval.
Beyond standard CRM and billing, what types of less common data sources can Equals integrate with?
In addition to common CRM (Salesforce, HubSpot) and billing (Stripe, Paddle) platforms, Equals offers integrations with various other data sources. These include accounting systems like NetSuite and QuickBooks, analytics platforms such as Mixpanel and PostHog, and a range of databases including MySQL, Postgres, and various data warehouses like BigQuery and Snowflake.