What We Do / AI Operations

AI Operations: Workflow Design, Automation, and Management for Your Marketing Stack

Custom AI workflows connecting your CRM, ad platforms, and content tools, built on n8n, direct APIs, and MCP connectors, then kept running as your stack changes.

MV3 AI Operations covers three areas: an AI Marketing Agency model where autonomous systems handle SEO, advertising, and content; AI Automation for custom n8n and API workflows; and AI CRM setup for HubSpot, Salesforce, and related tools.
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3AI Operations Services
5AI Workflow Sub-Services
n8nPrimary Automation Engine

What's Included

AI Marketing Agency

Autonomous AI systems handling SEO, advertising, content, and lead generation continuously, not campaign by campaign.

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AI Automation

Custom workflows built on n8n, direct API integrations, and your existing tool stack, tested before go-live.

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AI CRM

HubSpot, Salesforce, Google Calendar, and Calendly connected and configured, technical setup included at no extra charge.

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The AI Workflow Layer

Every AI Operations engagement runs through the same five-part workflow discipline, whether the tool underneath is n8n, a custom API integration, or a connected MCP server.

AI Workflow Design

The decision logic connecting your tools together, not just "turn the automation on."

AI Workflow Automation Setup

Triggers, routing, and handoffs between systems, built and tested before go-live.

AI Workflow Process Development

Documented, repeatable processes your team can run and hand off.

AI Workflow Management

Ongoing oversight as your stack changes, so workflows don't silently break.

AI Workflow Troubleshooting

When something breaks, we diagnose root cause instead of just restarting the integration.

Why MV3

As an AI SEO Agency, MV3 helps brands leverage AI to streamline operations and build efficient marketing and sales programs that drive revenue, without the added costs of legacy program build-outs.

  • Token efficiency reviews: auditing AI workflow token utilization so automation stays efficient and on-budget as usage scales.
  • MCP connector integration: connecting your stack through Model Context Protocol servers where a platform supports it, instead of building a custom integration for every tool.
  • Analytics and attribution: AI workflows instrumented so you can see what they are actually doing, not just that they ran.

FAQ

What is the difference between AI Automation and AI Marketing Agency?

AI Automation builds the underlying workflows and integrations. AI Marketing Agency is the full-service model where MV3 runs ongoing SEO, advertising, and content operations on top of that automation layer.

Do you only build on n8n?

n8n is the primary engine, but engagements also include direct API integrations, Zapier, and MCP connectors where they fit better than a custom-built workflow.

What happens when a connected platform changes its API?

AI Workflow Management is ongoing oversight specifically for this: workflows are monitored so a platform-side change gets caught and fixed before it silently breaks something downstream.

Can you set up our CRM even if we are not doing a full AI Operations engagement?

Yes. AI CRM setup for HubSpot or Salesforce is available as its own scoped engagement.

Ready to talk about ai operations?

Free scoping call. We'll look at your real stack and tell you what we'd actually do, before you commit to anything.

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