Billions of agents.
Kilobytes each.

A hosted agent occupies scarce, expensive server memory: megabytes at best, a whole virtual machine at worst. MoatCell cuts that to kilobytes, so a single server carries thousands where it used to carry dozens.

Memory held per agent
Today Megabytes
MoatCell Kilobytes
Agents on one server — multiply by the fleet
Today Dozens
MoatCell Thousands
What changes
Footprint

An agent costs kilobytes

Residency stops being the expensive part of keeping an agent alive. The floor drops by orders of magnitude, and it drops for every agent you run.

Density

Dozens becomes thousands, per server

One machine holds thousands of resident agents rather than dozens. Across a fleet, that ratio decides how many agents can exist at all.

Evidence

Measured before funding

The density figures are benchmarked against competing platforms, not projected. How it works stays quiet for now.

Why it matters

Agents are becoming a core cloud workload, and the economics underneath them are broken. Analysts project a billion-plus deployed agents by 2029, and each one occupies precious, scarce memory for as long as it exists.

That population has to run somewhere: at dozens per server it needs a fleet nobody will build, and at thousands it needs a fraction of the machines. Whoever collapses the memory cost per agent sets the cost floor for the entire workload. That is the position MoatCell is built to take.

Founder
Kai Graham Taylor, founder and CEO of MoatCell

Kai Graham Taylor

Founder & CEO

MoatCell is self-funded and pre-revenue, working toward a first release with a small number of design partners.

Talk — Conjecture Con, Oxford, 2026

Creativity and Hard-to-Vary Conjectures

Early access

MoatCell is pre-launch, working with a small number of design partners. If agent hosting economics are your problem, join the list.

Or write to kai@moatcell.com.