Coming Innovation: KoolBits™
Making Private AI Even More Efficient
We’re developing KoolBits™, proprietary optimization technology, at the bit level, designed to improve AI performance, reduce computing resource requirements, and lower infrastructure costs.
The Idea
Efficiency at the Bit Level
Running AI privately can require significant GPU, memory, compute, and infrastructure resources. We’re approaching that from the bottom up: optimizing the model data itself at the level of the individual bits, rather than adding more hardware.
As this technology evolves, our goal is to make Private AI even faster, more efficient, affordable and more accessible to businesses of all sizes.
Design Goals
What KoolBits™ Is Designed to Do
Reduce Infrastructure Requirements
The aim is to run the same AI workloads on less hardware.
Increase Effective Capacity
Designed to get more out of the compute an organization already owns.
Improve Private AI Economics
Lowering the infrastructure cost of private AI is a core objective of the work.
Scale More Efficiently
Intended to support additional AI workloads before more hardware is needed.
Intended Applications
Where We Expect KoolBits™ to Fit
Enterprise AI
Private AI environments where infrastructure efficiency drives the cost.
Edge AI
Deployments where compute and memory resources are constrained.
OEM Applications
Integration of the technology into third-party AI products.
Technology Licensing
Our intent is to make KoolBits licensable for specialized AI applications.
For AI & Technology Partners
A Licensing Path as It Matures
Our goal is for MSPs, AI solution providers, OEMs, and technology partners to be able to license KoolBits™ and improve the infrastructure economics of the private AI solutions they build. If that is of interest, we would like to hear from you early.
Explore Partner OpportunitiesFollow Where KoolBits™ Is Going.
Talk to our team about licensing, OEM integration, and partnership opportunities as the technology develops.
FAQ
Frequently Asked Questions
KoolBits™ is proprietary optimization technology Koolify is developing, at the bit level, designed to improve AI performance, reduce computing resource requirements, and lower infrastructure costs.
No. KoolBits is technology we are actively developing, and it is not yet available as a product. We are not announcing availability dates yet — contact us if you would like to be kept informed as the work progresses.
It is designed to make AI workloads more efficient, so that organizations can get more value from the compute they already have and support additional AI workloads before adding hardware.
That is the intent. Our goal is to make KoolBits available through custom licensing and enterprise engagements, including OEM integration into third-party AI products. Contact us to discuss licensing as the technology develops.
Koolify has filed a U.S. provisional patent application covering adaptive compression and direct computation of AI model parameter tensors. The filing details are on our patents page.