01 / NOW
Time to power beats GPU specs
AI advances in eighteen-month cycles while conventional facilities take years. The decisive advantage is no longer the chip alone — it is how quickly useful compute can be energized.
Consulting · Live signal
I work with people
building what comes
after the AI hype.
I'm Jiri Fiala. I build AI infrastructure, advise founders, and write about the shifts I believe will define the next decade — before they become consensus.
What we engage on
03 tracks01 / INFRASTRUCTURE
Data Center Builds
Siting, power, and capex strategy for the next generation of compute facilities — modular deployments in months, not years.
02 / STARTUPS
AI Startup Advisory
Product, infra, and fundraising guidance for teams shipping real models — the counsel behind 10X AI founders.
03 / HORIZON
Future of AI
Long-horizon thinking on where intelligence is heading next — the signal 14,000+ operators read before consensus moves.
A personal forecast · not consensus
What I believe happens next
These are working theses, shaped by building DCXPS, launching Chapek, advising AI founders, and following the infrastructure beneath every model release.
02 / NEXT
Compute moves to energy
Moving data is cheap; moving electricity is not. Modular compute will increasingly travel to stranded generation, industrial sites, and power that already exists.
03 / THEN
Infrastructure goes dark
Data centers will generate power, cool hardware, and maintain operations with little permanent human presence — autonomous, but never without accountable human control.
04 / AFTER
Companies follow the machines
Small teams will orchestrate fleets of agents. Machines will carry the volume; humans will keep judgment, relationships, signatures, and responsibility.
Forward-looking views are theses, not promises or investment advice.
From the signal
"The fastest-moving technology cannot depend on the slowest delivery model."
In AI of the Coast, I follow the gap between announcements and what actually energizes: grid queues, delivery time, power efficiency, operating models, and the coming repricing of compute capacity.
Read AI of the Coast →If you see it too
I am looking for the people already building this future.
Not spectators. Operators and founders willing to test hard theses against real sites, real power, real customers, and real constraints. Cheru AI is where those conversations begin.
Tell me what you're building →01Energy owners with underused or stranded capacity
02Builders shortening the path from order to live compute
03AI founders designing companies around agents from day one
04Patient capital looking past GPU headlines to operating reality
The company
IncorporatedENTITY
Cheru AI LLC
A Wyoming limited liability company, organized under the Wyoming LLC Act.
LOCATION
Sheridan, Wyoming
Principal office in Sheridan, WY — operating with founders and funds worldwide.
FORMED
August 2026
Filed with the Wyoming Secretary of State on August 25, 2026.