Select a process with a stable flow of work
Practical scenarios exist in warehouses and hospitals, hotels and retail sites, campuses, offices, data centres and infrastructure facilities. A robot may move supplies, provide telepresence, patrol, collect readings or perform part of a cleaning process. A candidate needs measurable task volume, a known route and an owner accountable for the outcome.
Robots do not remove exceptions. Decide who opens a locked door, clears an obstruction, replaces consumables and takes over work when the service degrades.
Compare ownership and RaaS on the same boundary
Ownership includes hardware, integration, charging infrastructure, spares, updates and an operations team. RaaS can convert part of the capital cost into a recurring fee and accelerate scaling, but the included service, minimum term, usage limits and return conditions must be explicit.
IFR reports strong growth in professional service-robot RaaS fleets, but a market trend does not prove the economics of a particular site. Compare cost per completed operation and process availability, not the subscription price alone.
Set an outcome SLA, not a robot-presence SLA
Contracts should define availability, response and recovery times, a replacement robot or fallback process, security updates, consumables, connectivity, remote access and ownership of integrations. Track first-pass mission success, interventions, charging time and downtime causes separately.
Telemetry and mission history should be available to the customer in an agreed format; otherwise service quality and future portability are difficult to verify.
Scale a repeatable unit
Standardise the route, interfaces, roles and metrics at one site, then measure the work required at the next. If every deployment needs new development, it remains a project service rather than a scalable product.
A mature arrangement includes an exit plan: data export, integration shutdown, credential removal, hardware return and continuity of the underlying process. RaaS then remains a controlled way to buy an outcome rather than a long dependency on one platform.