Robotics & Autonomous Systems
For businesses buying automation and firms selling it. We build the baseline, business case and measurement that show whether a robot earns its keep.
Our perspective
Robot business cases usually fail on the assumptions around the machine: the shift pattern, the order profile, the uptime and the integration with the warehouse or production system. Payback models are signed off on throughput figures that nobody measured before the project, so after go-live the business cannot say whether the robot made a difference. The next decade brings mobile robots, autonomous vehicles and AI-driven machines into warehouses, kitchens, building sites and roads, and the gap between the sales demonstration and the measured result will decide who keeps investing. We measure the operation before automation, build the business case from those records and track the result afterwards.
Market signals
01
The global stock of industrial robots reached a record 5 million units in 2025, up 9%. More than 600,000 new robots were installed during the year, an increase of 11%, and China accounted for 59% of installations.
02
UK industrial robot installations fell 35% to 2,500 units in 2024 after a 2023 peak driven by the super-deduction tax relief, placing the UK 19th in the world.
03
In April 2026 the UK government laid regulations for a permitting scheme for automated passenger services under the Automated Vehicles Act 2024, opening a licensing route for passenger-carrying self-driving services.
How we help clients
Pre-automation baseline
TF-07OperationsThroughput, labour hours, error rates and order profiles measured from the warehouse, production and workforce systems before any vendor is chosen, so the business case and the later review use the same starting figures.
Business case and vendor selection
TF-02TransformationA total cost of ownership comparison of shortlisted systems, including integration, maintenance, software fees and robotics-as-a-service contracts, with one recommended option and one alternative.
Integration and performance data
TF-06Technology & DataRobot and fleet management data joined with the warehouse or manufacturing system, so utilisation, interventions and output per hour are reported against the business case.
Workforce and role redesign
TF-09PeopleShift patterns, roles, training and supervision redesigned around the new equipment, with staff involved early, so adoption is planned rather than left to the go-live week.
Governance for autonomous decisions
TF-05AIDecision rights, logging and escalation rules for systems that act without a human in the loop, set out so managers know who is accountable when an autonomous system gets it wrong.
Go-to-market for robotics firms
TF-04GrowthFor robotics vendors, segment and pricing work built from pilot and contract records, with each pilot measured on conversion to fleet deployment.
What changes next
Machinery rules change in the EU
The EU Machinery Regulation applies from 20 January 2027 and addresses machines with self-evolving behaviour and autonomous mobile machinery. Manufacturers and integrators selling into the EU will need their technical documentation in order, and buyers will ask for it.
Self-driving services start under permit
With the UK permitting route for automated passenger services in place, the first commercial pilots will produce operating data on reliability, interventions and demand. Transport, logistics and mobility businesses will have real figures to plan against for the first time.
Service models replace capital purchases
More robots are sold as a monthly service with uptime commitments. Over the next 12 to 18 months buyers will need to compare service contracts with ownership on measured utilisation, and vendors will need contract terms they can evidence.
Business challenges
01
No baseline before go-live
Without measured throughput and labour before the project, the post-implementation review compares the robot with an estimate. Disputes with the vendor have nothing to rest on.
02
Business cases that assume full utilisation
Payback is often calculated on a full shift pattern and peak volumes. Real order profiles, seasonal troughs and maintenance windows stretch the payback, and the board learns this a year later.
03
Integration treated as a detail
The robot works in the demonstration, but the warehouse or production system cannot release work to it at the right rate. The constraint moves to software nobody scoped.
04
Staff left out of the design
When roles, supervision and training are planned after installation, workarounds appear, interventions rise and utilisation falls short of the case.
Where the opportunity sits
Business cases built on measured operations
A case built from the operation's own records sets realistic payback and gives a fair basis for the post-implementation review and any vendor discussion.
Utilisation reported every week
Joining robot data with the operational system shows utilisation, interventions and output per hour weekly, so problems are fixed while the vendor is still on site.
Ownership and service compared properly
Comparing robotics-as-a-service with purchase on measured utilisation shows which model costs less for the operation as it actually runs.
How we approach it
We start read-only with the warehouse, production and workforce systems, order history, labour data and any vendor proposals already received. We measure one process end to end, from order release to dispatch or from material in to finished goods, and note where the figures depend on estimates. Findings become a prioritised task list, each item with an owner and an acceptance check. If the client wants us to build, the same team delivers the baseline, business case, data integration and reporting, documented and left in the client's own accounts. We work with retail, e-commerce, food and grocery and construction businesses, where much of the next wave of automation will land. Machine and system design, functional safety, risk assessments, CE or UKCA marking, safety certification, vehicle approval and permit applications, and legal or insurance advice stay with the manufacturer, accredited engineers, the authorities and the client's own advisers.
How our experience is evidenced
Robotics and autonomous systems form a frontier sector where THEFOCUS applies its capabilities in operations measurement, business cases, data integration and change. No anonymised engagement in this sector is published, and no results are claimed.
How an engagement with THEFOCUS starts
A first conversation is about your situation. If there is a fit, we propose a scoped diagnostic with a fixed deliverable before any larger commitment.
Discuss this with us01
A working conversation
Forty-five minutes with the person who would lead the work. We ask about the decision, the systems behind it and the deadline.
02
A scoped diagnostic
Read-only access, a fixed timeframe and a written finding: what the records show, what it costs and what to change first.
03
A plan you can act on
Changes, owners, measures and exclusions in writing. The same team then builds and measures, or hands over cleanly.
- One accountable team
- The people who diagnose also build the systems and measure the result.
- Partners chosen per problem
- Independent specialists join for the parts that need them, under one contract.
- Records before dashboards
- Orders, ledgers and logs are reconciled before any recommendation depends on them.
Questions executives ask
Do you sell or install robots?
No. We are independent of vendors. We measure the operation, build the business case, help select a system and track the result, while the vendor and integrator supply and install it.
Can you certify that a robot installation is safe?
No. Safety assessment, functional safety and conformity marking belong to the manufacturer, the integrator and accredited engineers. We work on the operational, financial and data side of the project.
We already installed automation. Can you tell us whether it is paying back?
Often yes, if the operation's records from before installation still exist. We rebuild the baseline from historical data, compare it with current performance and state how reliable the comparison is.
Discuss this with us
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