Business process automation
Streamline repetitive processes, handoffs, and follow-up without adding unnecessary complexity.
Practical AI systems for growing businesses
Better systems. Less manual work. Smarter workflows.
Mav Ignite builds practical systems across business process automation, website automation, voice agents, and agentic workflows.
The work stays grounded in the way your business actually operates, with clear oversight and human handoff.
Capabilities
Practical systems built around the way your business actually works.
Focused work across the places where leads, information, and follow-up tend to slow down.
Website automation
Connect forms, content, data, and follow-up without adding unnecessary manual work.
Voice agents
Handle common calls, routing, intake, and follow-up with clear human handoff.
Agentic workflows
Use AI agents and tools to research, organize, and move work forward with appropriate oversight.
What I examine
I look at the whole business, then prioritize the few moves that matter.
01
Tools and workflows
Manual work, software overlap, repetitive tasks, reporting, research, and follow-up.
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02
Website and AI visibility
Whether buyers and AI-assisted research can find, understand, and trust the business.
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03
Sales and market signals
Competitor gaps, buyer questions, search demand, and practical sales opportunities.
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04
Implementation readiness
Budget, data, team capacity, integration requirements, risk, and the clearest next steps.
Explore supporting serviceResearch before recommendation
Practical recommendations. Researched before they reach you.
I'm Marc Hudson—an AI engineer, founder of Mav Ignite, Air Force veteran, former background investigator, airline pilot, and entrepreneur.
That background shapes how I work: investigate the real operating picture, verify the recommendation, account for risk, and give the owner a clear next decision.
Email Marc directly
Companies I serve 
How it works
Useful systems start with the work, not the tool.
01
Understand
Start with the work as it exists.
I look at the problem, current tools, handoffs, and the outcome that would make the system useful.
02
Build
Design around the real business.
The system fits the people, data, tools, and constraints already in place instead of adding unnecessary complexity.
03
Control
Keep judgment and handoff visible.
Automations and agents use clear guardrails, appropriate oversight, and a practical path back to a person.
Inquiry
Have something you’re trying to improve?
Send a short inquiry. Share the problem, the current setup, and what a useful outcome would look like.
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