How TWAIN Interoperability Opens New Markets for Monetizing in the Era of IoT and AI

The office technology industry has an opportunity to participate in markets that are growing much faster than the traditional print market. Robotics is one of the clearest examples, but the same opportunity extends to AI, edge computing and connected workplace assets.

What makes these markets particularly interesting is that they are still developing. There is room for new business models, new channel relationships and new service opportunities, with less established competition than in mature MFP and print markets. The opportunity for office technology companies is not to become robotics manufacturers or AI companies. It is to apply capabilities they already possess — financing, service, managed services, software, customer relationships and lifecycle management — to these emerging markets. That is where interoperability becomes a business strategy rather than simply a technology strategy. At the heart of this opportunity is TWAIN Direct, an open standard protocol designed to collect sensor data from imaging devices and connect it directly to software applications. While traditionally associated with document scanning, TWAIN Direct’s architecture enables much broader use cases by design, extending to any scenario where intelligent hardware needs to feed data seamlessly into software workflows. This capability lays the foundation for robotic automation, AI-driven decision-making, and fully integrated, future-ready office ecosystems.

A lot can happen in a year

The progress within the TWAIN Working Group over the past year illustrates how quickly an emerging market can develop when an industry creates an open foundation for participation.

TWAIN now has two robotics working groups, the twAIn Robotics specification has been adopted by AMR vendors, and TWAIN is working with other robotics standards organizations to encourage interoperability between complementary standards efforts. The work has moved into practical commercial applications, including robotics telemetry and billing.

At the same time, Cricket’s Continuum has been developing the commercial side of the opportunity. Office ready robots, dealer participation and the development of DCA/r are creating a framework for bringing autonomous mobile robots into the office technology channel.

The results are beginning to show up commercially. Robots were demonstrated at the 2026 Executive Connection Summit in Scottsdale, and dealers are beginning to pursue robotics opportunities with new customers. That last development may be the most important. Technology becomes strategically interesting to resellers when it creates access to customers and revenue that they would not otherwise have.

Robotics s a new market, not just another product

The financial opportunity is substantial. Grand View Research estimates the global professional service robotics market at $38.2 billion in 2024, growing to $79.2 billion by 2030. The U.S. professional service robotics market is projected to approach $14 billion by 2030. These are high-growth markets that are still relatively immature from a channel perspective.

Resellers don’t have to manufacture a robot to participate. They can sell and finance the equipment, install it, provide service, manage the environment, sell software and maintain the customer relationship. More importantly, the customer may be new. As an example, an office technology dealer that has traditionally approached an organization about MFPs can now approach that same organization about material movement, facility operations, logistics or another physical workflow. Robotics can open the door to a customer that may never have had a reason to work with the dealer. That means robotics can expand the dealer’s addressable market rather than simply competing for the same equipment budget.

Money is in the ecosystem

Selling the robot is only one part of the opportunity. A robotics deployment can involve a financing company, robot manufacturer, orchestration platform, ERP, vertical-market ISV, IT or MFP MSP, service provider and dealer. Each participant can have a different commercial relationship with the customer. Interoperability allows those relationships to work together without requiring every participant to build proprietary integrations with every other company.

There is substantial evidence that this has measurable economic value. McKinsey estimates that network APIs could generate $10 billion to $30 billion in API revenue while unlocking another $100 billion to $300 billion in connectivity and edge-computing revenue over five to seven years.

IBM and IDC provide another useful benchmark. An IBM business-value assessment reported 383% average three-year ROI, 55% faster partner onboarding and 48% faster document delivery for organizations using its B2B integration technology.

Deloitte has found a similar ecosystem effect. Organizations that focus extensively on creating value across broader digital ecosystems reported seven percentage points more enterprise value from digital transformation than the global average.

These figures are not forecasts for TWAIN robotics. They demonstrate the economic principle behind the work: reducing the friction between companies can increase the value of the entire market.

What TWAIN is building

The twAIn Robotics initiative is establishing an open framework for robotics interoperability, including standardized approaches to robot identity, telemetry, utilization and billing.

The billing work is particularly relevant to the office technology channel. Metrics such as cost per task, cost per traveled time and cost per linear foot provide the foundation for usage-based commercial models rather than limiting robotics to a traditional capital-equipment transaction.

Adoption by AMR (autonomous mobile robot) vendors is an important milestone because an interoperability specification becomes substantially more valuable when manufacturers implement it and other companies can build services around it.

TWAIN is also working with other robotics standards organizations. The goal is not to create another isolated robotics ecosystem, but to establish relationships between complementary standards efforts. Cooperation between standards organizations can accelerate innovation by allowing companies to build on existing work rather than repeatedly solving the same interoperability challenges.

From robotics to workplace asset lifecycle management

The same economic model extends beyond robotics. Open Interoperability Technologies (OIT) is a group of leading innovative companies working with Stramaglio Consulting to develop WALM — Workplace Asset Lifecycle Management. OIT is the collaborative group; WALM is the platform being developed.

WALM is intended to provide business and lifecycle orchestration across interoperable workplace assets. A robot has a lifecycle. So does an MFP, scanner, sensor, AI-enabled device or other connected workplace assets. Each can involve acquisition, financing, deployment, monitoring, utilization, service, billing, renewal and eventual replacement.

Managing those activities across multiple vendors and systems creates opportunities for recurring services that extend well beyond the initial equipment transaction. It also gives manufacturers, software companies, service providers, financing companies and dealers and resellers a common business environment in which they can participate.

There is an additional opportunity for solution providers to build differentiated offerings around private infrastructure, private AI and post quantum-ready security. Customers increasingly want control over their data and AI environments. A WALM-based solution can potentially combine interoperability and lifecycle management with infrastructure in which data and AI processing remain under the customer’s or solution provider’s control. That combination can create a defensible moat based on infrastructure, data management and the ongoing lifecycle relationship rather than simply another application feature.

The opportunity is now

What has happened in roughly one year is significant: two TWAIN robotics working groups have been established, AMR vendors are implementing the twAIn Robotics specification and robotics billing and telemetry are being developed.

This is more than adding robotics to an office technology or IT services portfolio. It is an opportunity to enter new markets with new innovation, high growth, potentially attractive margins and less established competition, while leveraging capabilities the channel already possesses. Robotics is one entry point. AI, edge computing and connected workplace assets create additional opportunities.  The opportunity isn’t simply to sell the next piece of equipment. It is to use interoperability to enter new markets, create new customer relationships and build recurring businesses around the technologies shaping the next generation of the workplace.