Your business runs on AI.
Prove it runs safely.
Operator Certification is the public, evidence-based path for business owners who want to deploy AI without becoming AI engineers. Read the book. Download the kits. Deploy the frameworks. Submit proof.
No exams. No community requirement. Real deployment artifacts only.The tools showed up overnight.
The training did not.
Plumbers, pool companies, dentists, realtors, consultants, contractors, and local operators suddenly have access to tools that can write workflows, automate tasks, draft policy, build prototypes, and change how their teams work.
You are overwhelmed.
You know AI matters. You also know random tools, random prompts, and random automations can create a mess fast.
The consulting trap is real.
Someone installs a solution. Your team does not understand it. It breaks. Everyone blames the technology instead of the training.
Competence is the product.
The barrier to entry is learning. The operator path gives the business a way to learn, touch, break, fix, understand, and prove progress.
Six steps.
One proof path.
Operators certify the business by doing the work. Each step explains the milestone and gives the visitor the right place to go next: read, download, deploy, or prepare the evidence.
Start the 30-Day AI Prescription
Thirty daily prompts that help operators find useful, safe, practical AI opportunities inside the actual business instead of chasing random demos and vendor hype.
Open the landing page →
Complete the AI Readiness Self-Assessment
A 47-question diagnostic across seven readiness dimensions so the business can see where it actually stands before it spends money, commits to a vendor, or puts reputation on the line.
Open the landing page →
Deploy Bertha
Turn AI into a usable operating rhythm. Bertha gives the business a chief-of-staff style framework for context, decisions, prompts, documentation, and daily execution.
Open the landing page →
Run the Staff AI Hackathon
Bring the team into the process. The hackathon surfaces real workflows, hidden AI usage, operational pain, quick wins, risk areas, and named internal champions.
Open the landing page →
Vibecode Only When It Makes Sense
Operators do not have to become engineers. Vibecoding is optional for businesses that discover a real internal tool worth prototyping after the first five steps create clarity.
Open the landing page →
The business earns
the proof.
Operator credentials mean the business has actually deployed, documented, and submitted artifacts — not that one person clicked through a course.
Faction Verified
The business completed the intake, self-assessment, and first evidence package.
Faction Certified
The business deployed core frameworks and submitted evidence from real internal use.
Faction MADE
The business demonstrated mature AI adoption practices and a repeatable operating model.
Operator Certification FAQ
Where should I start if I have never deployed AI in my business?
Start with the 30-Day AI Prescription. Then complete the AI Readiness Self-Assessment, deploy Bertha, run the Staff AI Hackathon, and use the Vibecoding DIY Kit only if it makes sense for your operation.
Do I have to join The Faction Community to complete Operator Certification?
No. Operator Certification lives on mattmurphy.ai. The Faction Community is builder-first and exists for AI Directed Engineering certification.
How does a business earn Operator Certification without exams?
Operator Certification is evidence-based. Businesses submit artifacts such as screenshots, internal docs, workflow photos, implementation notes, Bertha setup evidence, and hackathon outputs.
Start with the kits.
Build the evidence.
The operator path is public by design. Download the frameworks, deploy them inside the business, and submit proof when the work is real.