LARGE-SCALE ORCHESTRATION | MULTIPLE ENDPOINTS | PHYSICAL SYSTEMS

PSF CORE
orchestration for many endpoints.

PSF CORE is the large-scale orchestration layer for deployments with multiple endpoints, devices, work cells, or local systems to coordinate. It connects natural-language intent, model reasoning, visual pipeline orchestration, and controlled physical execution without giving up authorization boundaries or deployment discipline.

Multiple endpointsVisual pipelinesPSF RelayOptional Helm integration
PSF CORE Relay orchestration screenshot
PSF CORE Relay orchestration: configure agents, channels, gateways, bindings, and multi-endpoint deployment flow from a visual control surface.
WHAT IT DOES

From intent to coordinated endpoint execution.

PSF CORE is built around the reality that industrial AI does not stop at a chat response. It must route decisions, coordinate tools, manage approved outputs, and govern multiple endpoints through controlled pathways.

Visual Relay Orchestration

Build and operate routed pipelines that connect model reasoning, channels, bindings, gateway policies, and hardware-facing execution.

Industrial Reflex Gateway

Bridge natural-language intent to deterministic hardware control through prompt contracts, validation, and deployable output flows.

Local Model Operations

Run open, gated, or private local models with no cloud dependency, using local inference workflows and runtime management.

Endpoint Reach

Coordinate practical deployment patterns across PLC ecosystems, microcontrollers, single-board computers, robotics platforms, edge devices, and optional PSF Helm endpoints.

Secure Mod Architecture

Use signed configurations and approved mods/plugins so production environments only run authorized behavior.

Operator Tools

Combine relay terminals, coding terminals, speech-to-text, text-to-speech, and runtime switching for hands-on field workflows across multiple systems.

CONTROL LOOP

A practical route from model reasoning to machine action.

PSF CORE is organized around controlled execution, not abstraction theater: reason, route, validate, and execute through the appropriate hardware path.

ReasonLocal models interpret operator intent, context, and task constraints.
RouteRelay pipelines direct work through agents, channels, gateways, and bindings.
ValidatePrompt contracts, signed configurations, and gateway policy shape what is allowed to run.
ExecuteApproved outputs move toward PLCs, microcontrollers, Helm-equipped endpoints, edge devices, or connected systems. Helm boards and software are optional endpoint integrations, not a requirement for CORE.
EDITIONS

Choose the deployment path that matches the environment.

PSF CORE begins with the Community Edition foundation and scales into Enterprise and Data Center profiles for organizations coordinating larger fleets of endpoints, devices, and controlled systems.

Community Edition

Builder and lab deployment

For local-first experimentation, community deployment, field prototyping, and extension work.

  • Local inference with open model workflows
  • PSF Relay and visual orchestration foundation
  • Microcontroller and edge-device experimentation
  • Community-oriented operations and extension path
Data Center Edition

Hardened large-scale operations

For high-end industrial and institutional deployments that require hardened infrastructure controls across large endpoint populations.

  • Up to 10,000 endpoints
  • RBAC via SELinux
  • Encrypted communications designed to meet DoD requirements
  • Server-scale deployment profile for centralized operations
EDITION COMPARISON

Same core idea, different operational scale.

Capability
Community
Enterprise
Data Center
Primary use
Builders, labs, prototypes
Industrial production teams coordinating multiple endpoints
Large controlled environments with many endpoint systems
Deployment model
Local workstation or field system
Local or server-capable deployment
Server-scale deployment profile
Endpoint reach
PLC patterns, microcontrollers, edge devices
Additional PLC, microcontroller, and optional PSF Helm endpoint support
High-scale managed endpoint operations
Endpoint scale
Community/local use
Up to 500 endpoint reflexes
Up to 10,000 endpoints
Security profile
Signed configs and authorized local operation
Enhanced enterprise security and support
SELinux RBAC and encrypted communications

Bring PSF CORE into an industrial environment.

Talk with GSN Robotics about edition fit, endpoint scale, optional PSF Helm integration, security requirements, and deployment planning for your environment.