Agentic infrastructure × applications

Intelligence,
closer to the
real world.

We develop intelligent agents that understand spaces, work across business systems and connect to robots — powered by a shared edge intelligence foundation.

Designed for enterprises, universities & robotics teams
Edge intelligence
Spatial agents
Industry agents
Embodied agents
CONCEPTUAL SYSTEM VIEW
ONE FOUNDATION. THREE DIRECTIONS.
01 /Understand the space
02 /Execute the workflow
03 /Act in the world
Our capabilities

From understanding
to meaningful action.

Three application directions, connected by the same planning, memory and execution infrastructure. Each starts with a specific operational need.

01 / SPATIAL

Spatial agents

Turn observations into spatial context.

Combine visual and sensor inputs with scene memory to reason about objects, locations and changing conditions. Support context-aware assistance and coordinated tasks in physical spaces.

Smart spacesScene memoryTask planning
02 / INDUSTRY

Industry agents

Bring domain knowledge into the workflow.

Connect documents, business rules and software tools to structured workflows. Assist with material checks, information extraction and process coordination, with human review at critical steps.

Document workflowsEnterprise toolsPrivate deployment
03 / EMBODIED

Embodied agents

Connect reasoning with robot execution.

Bridge task planners, robot policies and execution adapters. Develop and evaluate manipulation workflows in simulation, then adapt them to selected robots and edge computing environments.

Robot manipulationSimulation evaluationEdge inference
Application directions

Start with a real task.

Illustrative project scopes show how a customer need becomes a measurable development and deployment plan.

Customer need
Project deliverable
PROJECT WORKFLOWIllustrative scope
Shared infrastructure

Different agents.
A coherent foundation.

We bring application logic, model execution and device connectivity into a shared engineering architecture, with deployment choices shaped by the task.

    How we work

    A clear path
    from need to deployment.

    We work with enterprises, universities and robotics teams on scoped AI software development, system integration and inference engineering projects.

    ENGAGEMENT MODELS
    Development projectsSoftware licensingIntegration & support
    01

    Define the task

    Map the workflow, data sources, execution boundaries and acceptance criteria. Agree on what success looks like before building.

    02

    Build a focused pilot

    Connect the selected models, tools and adapters. Validate a representative task with an agreed dataset or simulation environment.

    03

    Integrate and deploy

    Choose a private, edge or hybrid environment based on data requirements and compute constraints. Integrate with the customer's existing systems.

    04

    Evaluate and improve

    Review task outcomes, latency, resource use and failure recovery. Provide documentation and agreed maintenance support.

    About StoneSoup

    Built around
    where intelligence works.

    StoneSoup is a technology initiative focused on distributed edge intelligence infrastructure and agent applications. Our development brings together inference engineering, agent orchestration and system integration, with the goal of making useful intelligence deployable in real operating environments.

    Application scope, deployment availability and acceptance criteria are defined for each project.
    Business enquiries

    What should
    your agent do?

    Tell us about the workflow, environment and systems involved. We can scope a development or integration project around your operational needs.

    Contact us
    Our partners

    The University of Hong Kong

    Zhongshan Hospital, Xiamen University

    Asmote · 紫金星宇

    Business enquiries

    Contact us

    Registered companyStone Soup Intelligence Limited石頭湯有限公司
    Registered addressUnit 1603, 16th Floor, The L. Plaza, 367 - 375 Queen's Road Central, Sheung Wan, Hong Kong

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