Palm Garden AI создаёт Coherence Guard — слой решений для роботов рядом с людьми

PalmGardenAI is developing CoherenceGuard — a decision-making software layer that governs how robots working alongside people build interaction and relationships. This was reported by The Robot Report.

What CoherenceGuard is

CoherenceGuard is a "relational decision layer" inside PalmGardenAI's broader software platform. Its job is not to move a manipulator or plot a route, but to decide how a machine behaves in contact with a person: whether it maintains behavioral coherence, whether it reacts predictably and appropriately.

PalmGardenAI positions the product specifically as a layer for human-facing robots — those that work face-to-face with people, not behind a guardrail on a production line. For such machines, what matters is not only what they physically do, but how coherently they behave in live interaction.

Why the layer is hardware-independent

PalmGardenAI makes CoherenceGuard hardware-agnostic — not tied to a specific robot model or manufacturer. According to The Robot Report, the company is building a software layer that can be deployed on top of different platforms, rather than selling its own "hardware."

This approach means the intelligence of interaction is separated from the mechanics: the same behavioral layer is theoretically applicable to different bodies, actuators, and sensor sets. The company is selling not a robot, but its "character" — the rules by which any compatible device builds contact with a human.

• Developer — PalmGardenAI
• Product — CoherenceGuard, a "relational decision layer"
• Type — hardware-agnostic software layer
• Purpose — interaction and relationships between humans and robots
• Focus — robots working directly alongside people (human-facing)

What the "relational layer" solves

Separating motion control from relationship control is a notable shift in service robotics. When a robot ends up in a home, a clinic, or a store, it's expected to deliver not only precise actions but also predictable, coherent behavior in contact with a person. It is exactly this coherence that PalmGardenAI's product is responsible for, which is directly reflected in the name CoherenceGuard.

A separate "relational layer" makes it possible to move this logic out of a specific robot's firmware and up to the software level. Behavior can then be tuned and updated centrally, without reworking the mechanics for every new interaction scenario.

"PalmGardenAI is developing a hardware-agnostic software layer, including

CoherenceGuard, for interaction and relationships between humans and robots," — as worded by The Robot Report.

What this means

PalmGardenAI's bet is on software for the "social" behavior of robots, not on yet another hardware platform. If the layer really does turn out to be hardware-agnostic, the behavior of human-facing robots could be improved through a software update — regardless of whose "body" it's running on.

Frequently asked questions

What is CoherenceGuard?

CoherenceGuard is a "relational decision layer" in PalmGardenAI's platform that governs how a robot interacts with and builds relationships with a person. It is a hardware-agnostic software layer.

Which robots is the product intended for?

For human-facing robots — machines working directly alongside people. According to The Robot Report, the layer is not tied to a specific manufacturer and can be used on top of different hardware platforms.