07 October 2018
The annual convention of leaders in robotics took place September 25-27 in Santa Clara, CA. RoboBusiness is the prime conference on the business of robotics, with world-class speakers and top exhibitors from around the world.
At InOrbit we chose RoboBusiness for our commercial launch. The interest far exceeded our expectations: the traffic at our booth was virtually non-stop, often with multiple conversations going on with members of our team at once.
One of the best parts was sharing the space with our strategic partner, Ekumen. The team at Ekumen are experts in software development for the robotics industry. Through our partnership, InOrbit and Ekumen can offer the scale of a RobOps (DevOps for Robotics) platform and the flexibility of a dedicated team of developers who can build on top of the platform.
Our friends at Rover Robotics were also at the show. At the InOrbit booth, we demonstrated teleoperations of one of Rover’s modular robots through InOrbit Mission Control.
In addition, Florian moderated a panel on Robotics Infrastructure at Global Scale with some amazing panelists. There were some great insights on the challenges when robots first venture out of the lab into the field, and then the difficulties they found in scaling infrastructure for robot fleet management.
We were so busy we weren’t able to attend many of the great talks. One of our favorites was Prof. Ken Goldberg’s keynote, which not covered advances in robot grasping but also shared insights on cloud robotics, an opportunity that we actively pursuing at InOrbit.
24 September 2018
The market for autonomous service robots is on the verge of a massive expansion. This has been largely driven by advancements in core technologies such as computer vision as well as lower cost of key hardware components and a standardized software stack.
Like we’ve seen with other technology waves such as cloud and mobile, venture capital is pouring into the robotics space, tripling in size from 2016 to 2017 and reaching +5B in 2017 by some estimates, which in turn is attracting more startups tackling an incrediblevarietyofproblems, from life-saving to mundane.
However there are still some big potholes on the road to widespread robot adoption. We cover 5 of them here; number 4 will not surprise you (if you are already scaling your robots). To learn more, join us at RoboBusiness on September 27, 2018 in Santa Clara, CA for our panel on Robotics infrastructure at Global Scale.
Robotics technology is fascinating, with many interesting technical challenges. However, the robotics companies that will succeed are those that solve a real business need. This requires specialization and single-minded focus on solving a specific use case, be it moving packages efficiently in a warehouse or hospital, scanning retail shelves or securing an office.
Spending time working on common infrastructure that every robotics company has to solve, such as secure, reliable communication with your robots, is not a great use of your limited resources, including your team’s attention.
Over the last few years, there has been great progress developing tools that help roboticists become more productive. This open source effort yielded platforms like ROS and tools like Gazebo, which have helped dramatically accelerate early-stage robot development.
However, once robots venture out into the real world, these tools have distinct limitations. For instance, recording ROS bags on production robots to collect diagnostics information presents a number of problems, from the risk of filling the robot’s hard-drive to sending large amounts of data over a flaky WiFi or costly LTE connection in order to pluck just a few useful insights. Even checking simple robot vitals such as battery load and HDD utilization become critical.
You may be able to manage a handful of robots by connecting to them one by one from your terminal. Once your fleet grows beyond that, this quickly unravels. Although roboticists rely heavily on these point-to-point connections with full access to the robot during development and initial testing, as the number of robots increases it can become a liability.
In fact, moving beyond SSH could almost be seen as a litmus test for the maturity of a robotics company that is getting serious about operations at scale. This is usually a painful transition; to quote a VP of Operations at a robotics company, there can be “much whining from engineers who are used to connecting directly” to a robot. The trade-off is increased accountability, security and robot management effectiveness.
Let’s face it: modern autonomous robots are essentially a mobile supercomputer with advanced data processing, running computer vision algorithms and other real-time calculations. A fleet of robots consists of distributed compute, storage and networking capabilities, just like a data center. However, in a data center the conditions in which machines operate are tightly controlled, with environmental, physical arrangement, power and connectivity having a high degree of reliability and consistency.
Robots, on the other hand, operate in uncontrolled environments, sometimes in far-flung locations, are usually mobile, have tight real-time computation constraints (eg to avoid obstacles), connect to unreliable networks and run the risk of running out of power in the middle of a task without a way to return to the charging station. And that’s without even getting into possible mechanical failures.
If you tried to design the least efficient data center in the world, you’d have to try hard to do worse than a fleet of autonomous robots. This means that robot management, including real-time monitoring, incident management and teleoperations, are much harder.
The service robot industry is still evolving and has yet to develop consistent best practices like software-as-a-service developers have created over the years. Even basic maintenance like updating software is still largely a high-touch, artisanal process. In order to reach the level of reliability and predictability required for massive adoption, a set of best practices will need to emerge. These will range from data protection and privacy to auditable operations.
At InOrbit, we’re working on addressing these problems. Our cloud-based robot management system is designed to give robotics developers the boost they need at lift-off and the ongoing operational support they need to scale.
We have developed unique capabilities such as adaptive diagnostics, real-time dashboard and analytics, and remote micro-interventions all built on secure, scalable infrastructure. InOrbit enables robotics companies and operators at all stages of deployment to focus on getting their robots to work and solving specific use cases.
Here are some examples for how we address these problems.
Our robot-side agent takes less than a minute to install and supports secure, reliable, bi-directional communication as well as common robot vitals out of the box. It can be easily extended to adjust to each robot’s unique needs.
With adaptive diagnostics, the agent responds to conditions on the robot to capture and upload the most relevant diagnostics information and makes it available immediately for remote analysis. Incident management with built-in integrations for PagerDuty and Slack allows teams to resolve issues as they emerge.
Secure operations are handled through a number of best practices, including role-based access control, encryption at rest and on the wire, renewable cryptographic key management, auditable policy-driven controls and context-aware robot resource management. We provide tools for non-technical operators from micro-interventions (small nudges to get the robot back to working autonomously) all the way to full teleops.
InOrbit Agents efficiently manage storage, compute and network resources to avoid interfering with the normal operation of the robot, balancing robot and cloud data aggregation and analysis. Hierarchical configuration management makes it possible to have consistent software deployments while also managing the unique settings for each robot deployment.
Our team has experience scaling SaaS products and working with dozens of robotics developers, from Willow Garage to the latest crop of RaaS solutions. As we continue to work with many of the leading companies in autonomous robotics, we are helping develop best practices for RobOps similar to the emergence of DevOps over the last 10 years.
We’d love to hear from you. Are you running into these issues? Are you ready to scale but don’t know how to get started? Have you built it yourself but found your team getting pulled in other directions so you can never get your tools to be as reliable as you need them to be?
Come see us at the RoboBusiness expo and we’ll help you get your robots InOrbit.
19 September 2018
InOrbit, the platform for RobOps (DevOps for Robotics) is now generally available. After months of working closely with customers who joined our Early Access Program, we are ready to work with robotics companies that are growing their fleet of autonomous robots.
InOrbit is a secure SaaS platform that enables robotics companies to develop, deploy and operate autonomous robots at global scale. Our customers and partners work across all industries, from agriculture and hospitality to logistics and retail.
“We have been trying InOrbit for several months and can clearly see the business value it has for us in helping scale our robot operations. The combination of robust telemetry infrastructure and intuitive UX allows us to efficiently manage our growing robot fleet.”
Thavidu Ranatunga, CTO, Fellow Robots
“InOrbit helps customers developing on the Open Rover platform to set up fully autonomous robot applications with built-in monitoring and control, enabling non-technical users to manage their robots remotely.”
Adam Gettings, CEO, Rover Robotics
Out of the box, InOrbit provides a rich set of functionality, including:
Our platform is designed with extensibility in mind, allowing customers to easily integrate robot- and application-specific software. Additional functionality coming soon to the platform includes configuration management and predictive analytics.
We will be presenting our solution jointly with our partners at RoboBusiness on September 26-27, 2018. Come see us at the RoboBusiness expo and we’ll help you get your robots InOrbit.