Precursor
Surviving PC ↔ controller software documents real bidirectional control of physical systems.
PROGRAMANN
THE OPERATIONAL LAYER
BETWEEN INTELLIGENCE AND REALITY.
ProgramANN turns heterogeneous physical reality into a common operational environment usable by people, software and AI.
Built from the physical world upward — so intelligence can work with what resources mean and can do, not with the technical complexity underneath them.
Working architecturePhysical AI validatedPatent application filed
PEOPLESOFTWAREAI
OPERATIONAL LAYERPROGRAMANNcommon operational infrastructure
DEVICESMACHINESSYSTEMSLEGACYSOFTWARE
01
THE PROBLEM
Intelligence is becoming general.
Physical reality is still fragmented.
Every new relationship still crosses device-specific hardware, controllers, protocols, software and specialist engineering. The same physical reality is repeatedly translated for control, interfaces, data, software and AI.
The problem is not that different technologies exist. It is that their boundaries still have to be solved again and again.
02
WHAT PROGRAMANN IS
Make physical reality
usable as infrastructure.
ProgramANN starts at the physical resource. It incorporates devices, machines, legacy systems and computational resources into a persistent local operational environment. Once incorporated, authorized people, software and AI can use them without rebuilding the underlying hardware, controller or protocol integration for every new use.
peoplesoftwareAI
COMMON OPERATIONAL INFRASTRUCTUREPROGRAMANN
resources · states · capabilities · permissions
devicesmachinessystemslegacysoftware
One physical resource can serve control, HMI, data, software and AI without rebuilding its integration for every new use.
03
WHY NOW
The world is building intelligence that can use reality.
ProgramANN is building the infrastructure that makes reality usable.
AI systems are moving from understanding information toward selecting tools, generating logic and acting. Agent interfaces can make it easier for intelligence to request physical action. ProgramANN addresses the layer underneath: making heterogeneous physical reality operationally usable in the first place. The missing operational layer is becoming visible.
ProgramANN came first.
The architecture predates the current AI wave and was built from real physical systems upward.
AI changed the timing.
General-purpose intelligence dramatically increased the value and urgency of structured access to physical reality.
04
DEPLOYMENT
Enter through real problems.
Leave operational infrastructure behind.
A technician, integrator or machine builder can solve an immediate customer problem with ProgramANN. The customer pays for that automation; ProgramANN earns from the deployed hardware/software, while the builder earns from installation, commissioning, expansion and service. The deployment can remain as a reusable local foundation for future control, HMI, data, software and AI.
FROM THE FIELDPROFESSIONALS SPREAD IT
→INSTALLED ASSETPROGRAMANN LAYER
→FROM ABOVESOFTWARE + AI USE IT
OEMs can multiply the same architecture from the factory. Professionals can extend it through the installed world.
05
PHYSICAL AI EVIDENCE
GPT has already used ProgramANN
to reach real physical systems.
In working demonstrations, GPT has discovered ProgramANN resources, read states, operated real hardware across native and external systems, and generated new logic that ProgramANN transferred for local execution.
01DISCOVERavailable resources
→
02UNDERSTANDmeaning and capabilities
→
03USEreal physical resources
→
04CREATEnew logic
→
05EXECUTElocally on hardware
GPT is one intelligence. ProgramANN is the layer that makes the physical environment usable.
06
THIS EXISTS
The company can start clean.
The engineering does not start from zero.
ProgramANN is not a concept created for the current AI wave. Its architecture has been built far enough to prove that the layer can exist.
ProgramANN
The architecture, mission and broader problem were consciously unified as ProgramANN.
Real operation
Surviving ProgramANN projects contain working process logic for real industrial systems.
AI ↔ ProgramANN
The physical loop has been validated across native hardware, external equipment, industrial Modbus/VFD and OPC UA.
Patent application filed in Chile · Application No. 202602842 · 24 Aug 2026
BUILT IN THE REAL WORLD
ProgramANN grew out of real engineering.
Separate industrial work continues through ProgramANN.cl, where machines, automation and engineering solutions are built for real operating needs. That work is also public evidence that the team behind ProgramANN works in the physical world today.
See current industrial work → ProgramANN.cl
FOUNDER
One founder built the breadth. The round builds the specialist depth.
Pedro Caraball’s work spans software, electronics, embedded systems, industrial automation, interfaces and real machines. That breadth matters because ProgramANN was built across the full path from physical resources to a common operational architecture.
INVESTORS · PARTNERS · OEMs · TECHNICAL COLLABORATORS
ProgramANN is building
the layer.
We are opening conversations with people and organizations that can help turn an existing technical foundation into broadly deployable operational infrastructure.
contact@programann.com
InvestorsStrategic partnersOEMsTechnical collaborators
PROGRAMANN