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How Mach 1 uses Zapier MCP to run AI operations across 25 different companies

What happened
Based on Zapier Blog · Jul 22, 2026

Mach 1’s Tower platform now uses Zapier MCP to run AI agents across 25 companies, avoiding costly custom integrations by leveraging existing tools like Gmail, Outlook, and Excel through a standardized interface.

How Mach 1 uses Zapier MCP to run AI operations across 25 different companies
Zapier Blog — Zapier
Key points
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Most AI agents can complete a task inside a single tool.
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Running them reliably across an entire business is a different problem.
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Chris Olson is co-founder and CEO of Mach 1, an AI operations platform that helps mid-market companies deploy agents across go-to-market, customer success, sales, support, and finance operations.
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He developed the approach after applying AI-driven operations at a sports technology company, helping move the business from a $9 million annual cash burn to $5 million in free cash flow within a year.
Key numbers
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Mach 1’s internal use of Zapier MCP for Gmail generated 9,552 tasks over 90 days, demonstrating the reliability of this method for continuous business operations.
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This setup generated 150,630 tasks in 90 days without requiring engineering support for each change.

Mach 1’s Tower platform enables AI agents to operate across multiple business functions such as sales, support, and finance for mid-market companies. Each client maintains distinct technology stacks and processes, requiring flexible integration methods. Direct API connections often demand extensive setup, authentication, and maintenance, which can delay deployment. Zapier MCP provides a standardized way for Tower’s agents to interact with customer systems without Mach 1 rebuilding integrations for each client.

Zapier MCP allows Mach 1’s agents to access tools like Gmail, Outlook, and Excel through a unified interface while preserving customer control over permissions and actions. This approach reduces the need for custom integrations, enabling Tower to focus on agent intelligence and process orchestration. Mach 1’s internal use of Zapier MCP for Gmail generated 9,552 tasks over 90 days, demonstrating the reliability of this method for continuous business operations.

Mach 1 distinguishes between AI assistants for individual productivity and agents for ongoing business processes, which must function independently of user availability or model provider status. Tower maintains long-running process states, logs decisions, and provides oversight for operators to review and refine system behavior. Zapier MCP extends this infrastructure into existing applications, ensuring critical workflows like support escalations or renewal processes remain uninterrupted.

Mach 1 also uses Zapier to manage its own sales systems, connecting a Notion-based CRM to renewal emails and nurture campaigns via Webhooks by Zapier. This setup generated 150,630 tasks in 90 days without requiring engineering support for each change. The combination of Tower’s orchestration and Zapier MCP’s flexible integrations allows Mach 1 to support AI-driven operations across diverse client environments efficiently.

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