Gumloop

Samsara describes Reffy retrieving and ranking approved customer references from Salesforce and Lead Flow Buddy answering operational questions with escalation to human staff.

Gusto describes production coaching and pre-call briefing agents integrated with Salesforce, Snowflake and Google Workspace, combining customer history and sales criteria for its teams.

Gumloop is used to build and run AI-powered business workflow automations and agent processes.

Gumloop documents coordinator agents delegating to named specialists with their own connectors and skills, access requirements for coordinator users, and parallel self-clones that cannot recursively self-clone.

Gumloop develops visual AI workflow, agent and integration tooling for automating multi-step business processes.

Gumloop develops visual AI workflow, agent and integration tooling for automating multi-step business processes.

Gumloop announced a US$50 million Series B on March 12, 2026 led by Benchmark, with participation from Nexus VP, First Round Capital, Y Combinator, Box Group, The Cannon Project and Shopify Ventures.

Gumloop describes its customer implementation and support operation as including on-site office visits, thousands of customer calls, hundreds of workshops and more than 8,000 customer questions answered in private Slack channels.

Gumloop operates a developer/business automation platform with integrations and production workflow execution.

Gumloop documents a Salesforce API Request node supporting GET/POST/PATCH, JSON responses, SOQL execution, rate-limit management and batch Loop Mode. These concrete API and query handling mechanisms support an analyst inference of portable enterprise data-integration skills beyond a general connector roster.

Agent orchestration, integrations and workflow automation skills transfer broadly across enterprise automation products.

Agent orchestration, integrations and workflow automation skills transfer broadly across enterprise automation products.