Case Study / Eat Your Own Dog Food
Business Warriors
AI Agent Infrastructure
We run on the same AI agent infrastructure we build for our clients. 47% more output, doubled capacity, and admin fully automated. This is not theory. This is our business.
Company Profile
About Business Warriors
Business Warriors is a digital marketing agency serving clients across Australia, New Zealand, the USA, Canada, and the UK. Instead of just selling AI agent solutions to clients, BW built and deployed the same infrastructure inside its own operations first. The results below are measured from BW's own business, not a client engagement. This is the proof that the system works before we ever recommend it to you.
The Challenge
Growth Constraints
Before building AI agent infrastructure, Business Warriors faced two structural challenges that limited how much the agency could deliver:
Scaling Without Scaling Headcount
Business Warriors needed to grow output without hiring more people. The traditional agency model means every new client requires more staff, more overhead, and more coordination. BW wanted to break that constraint and deliver more value without growing the team linearly.
Fragmented Operations
Content, SEO, video, CRM, pipeline management, and admin tasks were all running separately with manual handoffs between systems. Every workflow required a human to move data from one tool to the next, creating bottlenecks, delays, and dropped balls.
The Solution
AI Agent Infrastructure, Layer by Layer
BW deployed a multi-layer AI agent architecture with a central orchestration brain, specialised agents for each function, and human review at defined checkpoints:
Central Brain (Hermes Agent)
A self-hosted Hermes Agent by Nous Research serves as the orchestration layer coordinating all other agents. It routes tasks, manages context, and ensures every agent has the information it needs without human intervention.
Content & Video Agents
Autonomous agents research trending topics, draft scripts, fact-check, hallucination-check, and polish content. A HeyGen video pipeline takes a topic all the way to a finished, published video with no manual editing.
SEO & Web Development Agents
69 AI agent location pages were rebuilt in a single session using parallel coding agents. GSC analysis, content audits, and rank tracking run continuously, feeding actionable tasks back to the central brain.
CRM & Pipeline Agents
Go High Level pipeline management, lead qualification, and automated Monday hygiene audits keep the sales pipeline clean and up to date without anyone touching it manually.
Coding Agents (Claude Code)
Claude Code agents handle website development alongside human developers, from form fixes to full page builds, with automated build verification to catch errors before they ship.
Admin & Finance Agents
Automated follow-ups, expense categorization, and financial tracking run on schedule. What used to be daily manual admin work is now a single weekly check.
Human-in-the-Loop
Jarrod reviews at defined checkpoints: script approval, video approval, and pipeline decisions. Agents do the research, drafting, and execution. The human signs off on anything customer-facing.
Results
Measured Impact on Our Own Business
These are not projected numbers or client estimates. These are the actual, measured results from deploying AI agent infrastructure inside Business Warriors.
Why This Matters
We are not selling theory. We run on the same AI agent infrastructure we build for clients. The 47% output increase and doubled capacity are real, measured results from our own business. The same architecture is what we deploy for you.
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