Implementation
AI agent implementation for businesses that are past the demo
I am Mark Cijo, an AI agent consultant. I implement agent systems — not slide decks, not a ChatGPT wrapper. I already run my agency with 18 agents across four departments. The work I sell is the same kind of system, built around how your operation actually runs, deployed on hardware you own.
If you searched for custom AI agents for business because tools and prompts are not moving the week, that is the conversation I want. One 30-minute call. I will tell you whether implementation is even the right next step.
Same calendar as the rest of the site. We talk through how your week runs.
How I run my own agent team
I do not run my week through one chatbot. Different agents own different jobs — research, writing, delivery, monitoring, scheduling — and they hand work to each other. That is a multi-agent AI system in the boring sense: named jobs, a place to escalate, and a human still in the loop.
Recurring work is on a schedule. Jobs watch for changes and report back instead of someone checking the same dashboard all day. A morning brief is waiting because a job ran, not because I opened six tabs.
Agents draft and prepare. They do not get a blank check to send. I review anything that would go out as a client contract or an outgoing message. If a system cannot draw that line, I will not sell it as “autonomous.”
The public write-up of that setup is the 18-agent case study. Implementation for a client is the same idea, sized to how their operation actually works, then handed over so they keep it.
How I actually use AI
I have been in marketing for over 20 years. I have taken a lot of courses, programs, and inner circles, and I have put a lot into learning. Over those years I have taken extensive notes, and I have transcribed notes and meetings. All of it goes into my Obsidian vault.
The vault is not a frozen archive. My AI agents also create notes there, annotate, and write about my interests and topics, so it stays updated.
I built skills so the agents pull data not only from the internet but also from that vault. Recommendations come back personalized from my experience and from the work I have actually done for clients. That is a different perspective than someone whose agent only sees the public internet.
What I can build for your business
The same shape, around yours. Your notes, courses, meeting transcripts, and working knowledge become the inside layer. That does not have to be Obsidian — docs or another store you already keep is fine. I am not selling a plugin.
Agents then use that plus current outside information. You keep the system. Packages and prices are on services.
Wearables and a second look
I also use the same kind of specialist team on my own wearable data. An Oura Ring, a Google watch, bloodwork, and reports from labs and consults in different places. The agents sit on that over time. I use it as a second opinion between visits, not instead of my doctor, and not as medical advice.
The full method is on the case study. I do not build an AI doctor for clients, and I will not sell medical advice. Keep your real clinician.
What implementation looks like
Audit the work that repeats. Design which agents own which jobs. Build them with a personality file, skills, and a schedule. Test against your real workflows. Deploy. Train you to change the config. A solo agent is usually a few days. A department is a week or two. A full workforce is closer to a month. Details and prices are on the services page.
I work remotely. I used to run a digital agency in Dubai. I am not an in-person-only shop, and I will not pretend a system this size requires me sitting in your office.
Related: AI automation consulting · AI agent development · AI automation services
Questions I get
- What does an AI agent consultant actually implement?
- We start with how your week runs. I design the agents, write their roles and skills, connect the tools you already use, put them on a schedule, and deploy on a machine you own. Then I train you on how to change them. It is not a prompt pack or a chatbot widget.
- How is a multi-agent AI system different from one chatbot?
- One chatbot waits for someone to type. A multi-agent system has jobs: research, writing, delivery, monitoring, scheduling. Agents hand work to each other. A human still reviews anything that would go out as a contract or an outgoing message. That is the shape of the 18-agent setup I run in my own agency.
- Do you build custom AI agents for business, or a product I subscribe to?
- Custom, on infrastructure you own. I do not keep the system on my servers. When the project ends, you keep the configuration. If you want a hosted chatbot product, that is a different market.
- How is this different from hiring a developer to wire up an API?
- An API wrapper still waits for someone to type. Implementation here means agents with jobs, memory, and a way to talk to each other. You still need a human for judgment calls. I will say so on the call.
- Where do the agents run?
- On your VPS or a Mac Mini. I do not keep the system on my servers. When the project ends, you keep the configuration.
- Do I need Obsidian for this?
- No. I keep my own vault in Obsidian. Yours can be notes, course materials, meeting transcripts, docs, or another store you already have. The product is the working system — agents that use your inside knowledge plus outside information — not a plugin.
- Do these agents replace your doctor?
- No. This is a second opinion and extra context between visits. I keep my actual doctor. The agents do not give medical advice.
- Will you share medical results on this page?
- No. This is method only — how the system is set up. No results, conditions, lab values, or clinic names.
- Will you build an AI doctor for my business?
- No. This is how I use my own system. What I sell is agent systems around how a business actually runs, using that business's own knowledge plus outside information. Keep your real clinician.
Book a 30-minute call
We walk through how your week actually runs. I tell you whether agents are a fit, and what I would start with if they are.
Open the calendar