Week 1-4
Map the operations.
Embed in workflows. Measure every bottleneck. Calculate the real cost of manual work. The $388K is hiding here.
About · Cloon
One person. One relationship. The whole operational layer.
Cloon is Andrew Medearis. Not a team of consultants. Not a rotating cast of project managers. One person who understands your operations, builds your agents, answers when you call, and stays close enough to make every engagement personal.
The Origin
Years watching tools never stick.
Vendor promises the world. Installs a tool. Sends an invoice. Disappears. Six months later nobody uses it, and the team is more skeptical than before.
So Cloon got built around one principle:
Process before prompts. Always.
How it works
Discovery first. Agents second. The math is always the proof.
Every engagement starts with 3-4 weeks of operational discovery. Then, only then, does agent design begin.
Week 4-6
Design the agents.
Working systems that plug into existing tools and data. Governance and observability rails first, agents second.
Day 7+
Ship in seven days.
Live workflows. Policy checks on every action. ROI accounting in the dashboard. The business unit owns the outcome.
Who this is for
$5M to $100M. Real operations. Operators who count hires, not features.
Mid-market companies (construction, infosec, healthcare, professional services) where the COO knows every bottleneck by name but can't hire fast enough to fix them.
Not for: Fortune 500 looking for an enterprise AI strategy. For: the 50-300-person company where one person leaving would break three departments.
They started skeptical
Two operators. Same pattern: broken process disguised as a headcount problem.
Manufacturing + Construction
Industrial Customer
Estimating team was buried. We found 23 manual steps and 11 handoffs. Agents eliminated 14 of those handoffs. Same team, double the bid volume.
$8K / mo
Retainer · ongoing
Information Security
Mid-Market Construction Back-Office
CISO had been burned by three AI vendors. We found 340 hours of quarterly compliance reporting that agents could handle. Now requesting expansion into three new departments.
$14K / mo
Retainer · expanding
The boundaries
What Cloon won't do.
Sacred
Won't automate discovery.
Discovery is where Andrew learns your business and you learn whether this is real. No agent does that for either side.
Lane locked
Won't sell infrastructure.
No self-hosted models. No GPU racks. No platform you'll need a team to maintain. API compute at pennies per run.
Honest
Won't promise AI fixes everything.
Most of your operations don't need AI. The ones costing you $388K in invisible waste. That's where agents belong.
Start with the Operational Scan.
30 minutes. We look at your operations together. I tell you where agents fit, and where they don't. No pitch. No proposal. Just the math.
Talk to us →Free. 30 minutes. The only outcome is clarity.