It All Started With An Idea
Service · AI Implementation

AI that does the work, not just describes it.

We deploy Buddy — our open-source AI Google Ads agent — into your business. We also build custom AI workflows on top of Claude, Gemini, OpenAI. MCP servers for your tools. The same patterns we use on every client account, applied to yours.

Why ai implementation matters

What separates a good ai implementation engagement from a bad one.

Four things we get right on every ai implementation account.

01

Built, not bought

We built Buddy. We know every line. When something needs to change for your business, we can change it — we don't have to file a feature request with a vendor.

02

Constitutional AI principles

Every Buddy action follows the CEP protocol — Clarify, Execute Preview, Permission. No silent writes, no data dumps, every change labeled.

03

MCP-native

Model Context Protocol is the emerging standard. Buddy + everything we build for you ships as MCP-compatible — usable by Claude Desktop, Gemini CLI, or your own agent.

04

Open source by default

We open-source everything that doesn't contain client secrets. Including the work we do for you, if you want — for free PR + recruiting + the industry getting better.

What we run

Capabilities for ai implementation.

Every ai implementation engagement covers the full surface area below — not a stripped-down trial offering.

  • Buddy AI agent deployment (Google Ads management)
  • Custom MCP servers for your internal tools
  • Claude / Gemini / OpenAI API integration
  • Marketing workflow automation (Buddy + sub-agents)
  • Constitutional AI principles applied (CEP protocol, rollback labels)
  • Vector search + RAG over your CRM / Salesforce / HubSpot data
  • Email + Slack agent integrations
  • AI training + workshops for your team
  • Audit + remediation of existing AI / automation systems
  • AI transparency + governance documentation
The Loop · how we work

The Loop in action.

The same operating principle Buddy uses on every client account — applied to your engagement.

01

Clarify before acting

We narrow scope before any data pull. Which accounts, which date range, which KPIs matter most. No assumptions.

02

Top-down analysis

Account-level summary first. We don't lead with data dumps — we lead with what the numbers actually mean for your business.

03

Preview before execute

Every meaningful change gets a confirmation step with projected impact. You approve the move. Then Buddy executes.

04

Label for rollback

Every change is timestamped + labeled. One-click undo. Full change history that survives team turnover.

Track record

By the numbers.

28
Buddy API actions
6
Specialized sub-agents
MCP
Native protocol
Open
Source on GitHub
FAQ

Common questions about ai implementation.

Is Buddy really free?

Yes. The Google Ads API Agent + all the ahmeego tools are open source on GitHub. The agency layer (us running it on your account, custom workflows, dedicated support) is paid. Most clients use both — DIY the easy parts, hire us for the strategy.

What does AI implementation cost?

Discovery + planning is usually a fixed-fee 30-day engagement. Ongoing deployment is monthly retainer. We quote after a free assessment of where AI actually moves the needle in your business — sometimes the honest answer is 'don't do AI here yet.'

Can you deploy Buddy on our account ourselves?

Yes. Buddy is open source — clone the repo, follow the README, you're running. Most teams self-deploy successfully. We're here when you want it managed instead of self-hosted, or when you need custom sub-agents.

Get started · AI Implementation

Tell us about your business.

Quick form, no obligation. We'll come back within 24-48 hours with an honest read on whether ai implementation is the right next move and what a ai implementation engagement with us looks like.

  • → Honest assessment of where you are
  • → Buddy-powered audit (if you're already running ads)
  • → Top 10 prioritized fixes (effort × impact)
  • → 30/60/90-day roadmap + scope of work

Prefer to talk first? (602) 563-6976 · me@itallstartedwithaidea.com · Full contact page →

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