Advancing Open Standards for Robotics Billing, Telemetry, and Interoperability
The robotics industry is at a pivotal moment.
Autonomous Mobile Robots (AMRs) are no longer experimental—they are operational assets driving real ROI across manufacturing, life sciences, healthcare, education, and logistics. But as adoption accelerates, one critical challenge remains: Fragmentation.
Each robotics manufacturer maintains its own proprietary API, its own telemetry structure, its own integration method. That means complex custom integrations, inconsistent billing metrics, and unnecessary friction for customers deploying multi-robot fleets.
Today, that begins to change.
Quasi Robotics is proud to announce that we have joined twAIn Robotics as its first founding board member—committing to open, interoperable standards for robotics billing and connectivity.
Why Open Standards Matter in Robotics
The robotics industry today resembles the early days of document scanning—before the world embraced TWAIN Working Group standards.
Back then, every scanner required its own proprietary driver. Integration was painful. Scaling was complicated. Innovation slowed.
TWAIN changed that.
Now, twAIn Robotics extends that same philosophy to autonomous systems—bringing open standards to:
• Robot-to-system communication
• Telemetry collection
• Fleet orchestration
• Usage-based billing
• Financial platform integration
For robotics to scale globally, interoperability must become the norm—not the exception.
Introducing the twAIn Robotics Billing API
At the center of this initiative is the twAIn Robotics Billing API—a lightweight, standardized, JSON-based protocol designed to simplify telemetry collection and enable Robot-as-a-Service (RaaS) models.
The API tracks key operational metrics including:
• Distance traveled and route efficiency
• Tasks completed and delivery confirmations
• Energy consumption and battery performance
• Operational uptime
• Maintenance intervals
• Real-time status and location
This standardization enables seamless integration with:
• Financial services platforms
• Fleet management software
• Enterprise dashboards
• Leasing and subscription systems
In short, it creates a universal language for robotics billing and performance tracking.
What This Means for Model C2 Customers
Quasi Robotics has committed to implementing the twAIn Robotics Billing API into our flagship Model C2 platform, with rollout scheduled for March 2026.
The Model C2 was built from day one with connectivity-first architecture:
• Intelligent Quasi AI software stack
• Dynamic route planning
• Real-time obstacle avoidance
• 16 proximity sensors + 6 floor sensors
• 16-hour runtime with 2-hour fast charging
• Rapid deployment interface
Because our platform is already telemetry-rich and API-ready, integrating the twAIn Billing standard is a natural evolution—not a retrofit.
For our customers and partners, this means:
✔ Simplified RaaS deployment
✔ Clean usage-based billing
✔ Easier multi-vendor interoperability
✔ Reduced integration complexity
✔ Future-proof system architecture
Enabling the Future of Robot-as-a-Service
RaaS is no longer theoretical—it is becoming the preferred model for automation deployment.
But RaaS only works when billing data is:
• Transparent
• Reliable
• Standardized
• Auditable
• Easy to integrate
The twAIn Robotics Billing API eliminates the need for custom connectors between every robot OEM and every financial platform.
It removes silos.
It reduces integration cost.
It accelerates automation adoption.
A Strategic Industry Shift
This partnership is more than a technical integration—it represents a shift in philosophy.
At Quasi Robotics, we believe:
Automation should be easy to deploy.
Easy to scale.
Easy to monetize.
Easy to integrate.
By committing to open standards, we are reinforcing our long-term strategy:
Connectivity-first, interoperability-driven automation.
As our CEO Vlad Lebedev shared:
“The robotics industry is ready for standardization. By adopting open standards, we’re enabling our customers and partners to deploy AMRs with confidence – knowing their systems will integrate seamlessly with financial platforms, fleet management tools, and future innovations.”
This is about removing barriers that have historically slowed robotics adoption.
Why This Matters for the Industry
Open standards drive ecosystems.
Ecosystems drive innovation.
Innovation drives adoption.
Just as TWAIN eliminated proprietary barriers in document imaging, twAIn Robotics is poised to eliminate fragmentation in autonomous systems.
The impact spans:
• Manufacturing
• Logistics
• Healthcare
• Education
• Commercial facilities
• Life sciences
Wherever automation is deployed, interoperability will determine scalability.
The Beginning of a Movement
We are honored to serve as the first founding board member of twAIn Robotics.
But this is only the beginning.
As more OEMs, integrators, and financial platforms adopt open standards, the robotics industry will move toward:
• Unified communication protocols
• Transparent billing models
• Seamless multi-vendor fleet management
• Faster enterprise adoption
And ultimately: A more scalable, accessible, and efficient future for automation.
Learn More
To learn more about:
• Quasi Robotics → visit quasi.ai
• twAIn Robotics → visit
Our Website: https://www.quasi.ai/
Find Us on LinkedIn: https://www.linkedin.com/company/quasi-robotics/