Live ROS Simulation Metrics & Developer API Access — at No Cost to TIC Participants

The TWAIN ROS endpoint delivers a fully-simulated Robot Operating System (ROS) telemetry stream, purpose-built for developers and integrators participating in the TWAIN Innovation Cloud. The live simulation endpoint at https://twaininnovationcloud.org/twain-ros-dashboard-heatmap.html generates realistic, continuously-refreshing robotics metrics across nodes, topics, actions, sensors, compute, network, and billing dimensions — all structured as production-grade JSON.

As a registered TIC participant, you can request a personal API key to authenticate against the endpoint and receive authenticated, session-tracked responses. This enables you to build dashboards, test integrations, validate billing logic, and demonstrate TWAIN-compatible ROS workflows against real, dynamic data — without needing physical robot hardware.

This offer is designed to accelerate your ROS integration development cycle within the TIC environment. Whether you are building a monitoring dashboard, a billing calculation engine, a diagnostics tool, or a proof-of-concept document-scanning robot workflow, the TWAIN ROS endpoint gives you the live data you need from day one.

Live Simulation Endpoint
https://twaininnovationcloud.org/twain-ros-dashboard-heatmap.html
Returns JSON with 40+ live metrics across 8 sections: Nodes, Topics, Actions, Sensors, Compute, Network, Billing, and Exceptions. Requires x-api-key header for authenticated access. Refreshes with new simulated values on every request.
What's Included
  • Personal API key provisioned for your TIC participant account, enabling authenticated access to the TWAIN ROS simulation endpoint.
  • 40+ live ROS metrics refreshed on every request — covering node health, topic throughput, action latency, sensor data rates, compute load, and network performance.
  • Billing dimension data including per-node-minute, per-message, per-action-call, and per-sensor-MB rates with real-time estimated cost and overage charge fields.
  • Exception / diagnostic metrics section capturing crash patterns, drop source analysis, timeout root causes, frame drop patterns, and DDS discovery anomalies — not available in standard ROS tooling.
  • Pre-built Heatmap Dashboard — a ready-to-use HTML dashboard with hover modals, heat scoring, and auto-refresh that you can deploy immediately with your API key.
  • TWAIN Direct compatibility — the ROS endpoint is designed to integrate alongside TWAIN Direct scan workflows, enabling combined robotics-plus-scanning use cases in a single TIC project.
  • Developer support from the TIC technical team for endpoint integration questions, schema documentation, and dashboard customization during your innovation project.
TIC Participant API Key Request

Request Your ROS API Key

Complete this form and we will provision your personal API key within 2 business days.

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