Problem solved

Startups and revenue operations teams often struggle with siloed data across CRMs, billing systems, and analytics tools, leading to conflicting metrics and time-consuming manual reporting. Equals solves this by providing a unified, trusted spreadsheet environment where all business data is synchronized and queryable through AI, ensuring that every team member works from the same accurate numbers without requiring a data engineer.

Use cases

• Building a daily pipeline pacing chart to compare created vs won deals across quarters
• Creating a weekly ARR dashboard with key growth metrics for GTM team meetings
• Investigating which customers are causing AI margin to drop into the red via cohort analysis
• Getting instant, trusted answers to ad-hoc questions like 'What was our NNARR last month?' directly in Slack
• Automating daily sales pipeline summaries posted to a Slack channel to eliminate last-minute screenshots
• Correcting and pushing calculated ARR values from the spreadsheet back into Salesforce accounts

Audience

• Business Users
• Startups

Pros

• AI-powered question answering directly from trusted spreadsheet models
• Eliminates the need for a separate data stack by including a managed warehouse
• Seamless deployment of insights via Slack, email, Notion embeds, and CRM writeback
• Designed specifically for startups with pre-built templates for common GTM metrics
• Real-time collaboration and a spreadsheet UI familiar to business users

Cons

• Pricing information is not publicly available, which may deter evaluation
• Tight integration with Snowflake may bind users to that underlying technology
• Limited to GTM and revenue use cases; may not suit broader data science needs