Skill-Orchestrated Embodied AI for ROS2 Robots
VLAClaw connects OpenClaw intelligence with ROS2-enabled robots through rosbridge, enabling voice interaction, visual perception, validated skill execution, and closed-loop embodied control.
Start from the question you care about.
The homepage is structured as a product portal: platform, developer API, solutions, company background, and collaboration entry are separated into clear routes.
Platform
Product positioning, architecture, safety boundary, validation plan, and roadmap.
Explore PlatformDevelopers
API portal, rosbridge examples, Skill API, skills.yaml, workflow, and engineering notes.
Open Developer EntrySolutions
Use cases, demo workflows, education, exhibition, and OEM integration paths.
View SolutionsCompany
Team, interdisciplinary capability, research background, and reliability-first roadmap.
Meet the TeamContact
Choose technical integration, research collaboration, or solution deployment.
Start ConversationA product portal backed by developer infrastructure.
ISACAI brings the company website, API portal, skill schema, rosbridge integration patterns, demo workflows, and bilingual product documentation into one connected platform surface.
Internal API Portal
A companion API website for internal development, robot-agent integration, skill interfaces, and team-side documentation.
http://isacai.space
Company product website
Public narrative layer
Explains ISACAI, VLAClaw, product positioning, safety philosophy, roadmap, team, and cooperation paths.
Developer API website
Internal platform layer
Supports internal developers with API-oriented documentation and a clearer path from robot capability to agent integration.
Skill schema and examples
Execution contract
Defines how action groups, motion commands, sensor reads, and interaction behaviors become validated robot skills.
rosbridge integration design
Robot connectivity layer
Documents WebSocket JSON patterns for ROS2 topic subscription, command publishing, and future service calls.
Demo workflow library
Deployment workflow
Frames voice greeting, visual interaction, safe patrol, and developer integration as repeatable demo workflows.
Bilingual product materials
Product communication layer
Makes the platform understandable to labs, robot teams, education customers, OEM partners, and Hong Kong / mainland collaborators.
Focused deployment programs for robot teams and partners.
ISACAI provides structured integration programs that connect ROS2 robots, skill libraries, OpenClaw workflows, and developer APIs into working embodied AI experiences.
ROS2 Robot Integration Sprint
For labs or robot teams with an existing ROS2 robot.
Education Demo Kit
For universities and AI/robotics courses.
Exhibition Interaction Prototype
For showrooms, innovation showcases, and interactive product demonstrations.
Platform questions, answered.
Key answers about VLAClaw, ROS2 integration, Skill Server boundaries, developer access, and deployment workflows.
Is VLAClaw a robot controller?
VLAClaw is an intelligent upper-computer and skill orchestration layer. Robot-side ROS2 nodes remain responsible for real-time motion and hardware control.
Does the AI directly output motor commands?
The model outputs skill choices and bounded parameters. Skill Server validates the command before ROS2 executes the underlying action.
Do developers need to install ROS2 on the host?
Not for the primary integration path. The host can connect through rosbridge WebSocket and JSON messages while the robot runs ROS2.
What can be evaluated first?
Teams can review the architecture, Skill API, rosbridge examples, action-group mapping, developer workflows, and demo runbooks, then connect the same contracts to robot-side ROS2 systems.
Which robots are easiest to support?
ROS2-enabled quadruped robots are the first target. Any robot with stable command interfaces, sensor topics, and emergency stop behavior is a candidate for integration.