RobCo has introduced Autonomous Alfie, a new industrial robot for variable manufacturing tasks, marking the company’s move into robots built for more complex, less predictable work.

The Munich-based robotics company says Alfie is designed for jobs that have been difficult to automate because they involve changing inputs, delicate handling or inconsistent conditions on factory floors and in warehouses.

Instead of relying on fixed routines in tightly controlled settings, the robot combines two-arm manipulation with AI-based perception and execution. This enables it to adapt in real time and work across a range of industrial processes.

Those include precision assembly, sensitive material handling and intralogistics tasks such as picking, kitting and palletising. The system is intended to keep improving as it encounters new objects, workflows and operating conditions, without extensive manual programming.

Autonomy push

RobCo positioned the launch as part of a broader push toward what it describes as Level 4 autonomy, where robots can learn and carry out tasks with minimal human intervention. In industrial settings, that would extend automation beyond repetitive tasks in highly structured environments into work that changes from one shift, product line or order to the next.

The move follows RobCo’s USD $100 million funding round. The capital is being used to advance its physical AI plans, expand deployments with business customers and strengthen its presence in the US market.

It also reflects a wider race in industrial technology to make robots more useful in environments that are not fully standardised. Manufacturers have long used automation for fixed, repeatable tasks, but many activities still depend on human workers because of variation in product shape, placement, fragility or workflow.

Alfie is in final development, with first customer deployments planned later this year. RobCo offers its systems through a Robotics-as-a-Service model, so customers do not need to make an upfront capital purchase.

Lorenzo Pautasso, Director Product at RobCo, said Alfie is designed to solve a practical production challenge. “The industry often celebrates what looks impressive. We focus on what actually works in production.

“The real challenge is handling variation reliably thousands of times a day, under changing conditions. That’s exactly what Alfie is designed to do.”

Manufacturing focus

Founded in 2020 out of the Technical University of Munich, RobCo develops integrated robotics systems for manufacturing customers. Its technology is aimed at practical deployment challenges including labour shortages, cost pressures, workplace safety and the reshoring of production.

The company operates from Munich, San Francisco and Austin, with robots in use in multiple markets. The latest product expands its position from more structured industrial automation into systems designed to handle messier, more variable settings.

That is a commercially significant step because a large share of industrial work still falls outside the reach of conventional automation. Tasks involving mixed inventory, fragile items, changing layouts or product variation often require repeated human judgement and adjustment.

Chief Executive Officer Roman Hölzl said RobCo sees that gap as the next major opportunity in industrial robotics. “For decades, automation has been limited to predictable environments.

“With Alfie, we’re expanding beyond structured automation into a new class of systems designed to handle variability at scale. This unlocks a significant share of industrial work that has remained out of reach for automation until now.”

Ravical has published research showing that only 6% of UK accounting firms would use time freed up by AI and automation to generate new advisory revenue, highlighting a gap between firms’ growth ambitions and their ability to deliver advisory work at scale.

The findings are based on responses from 500 senior decision-makers at accounting firms with more than 50 employees. They challenge the assumption that greater efficiency in compliance work will naturally lead firms to expand higher-margin advisory services.

In practice, most respondents said it would not. The data shows that 94% of firms would not use additional time created by AI or automation to grow advisory revenue.

Instead, firms pointed to structural barriers within their organisations, including skills gaps, inadequate preparation infrastructure and a lack of repeatable processes for turning advisory opportunities into income.

Half said the main obstacle was a mismatch between compliance and advisory capabilities. The research found that firms are generally well set up for process-led compliance work, but are less prepared to identify, develop and convert advisory opportunities consistently.

That matters because advisory work is widely seen as the next source of margin growth. The survey found that 89% of firms believe advisory services will drive future margin expansion, while 48% said expanding advisory is their main strategic focus over the next three years.

Yet many appear unable to match that ambition with delivery. Compliance work is predictable and process-driven, making it easier to standardise and automate, while advisory work depends more on judgement, context and commercial understanding.

Respondents recognised that distinction, with 89% agreeing that compliance scales through automation while advisory relies on individual expertise.

In practice, many firms still depend on systems and workflows built for compliance. As a result, advisory work remains tied to individual effort rather than a repeatable model that can be rolled out across teams and clients.

Ravical’s data suggests the problem is not identifying advisory openings in the first place. Almost all respondents, 96%, said they were confident they could spot advisory opportunities across their client base.

But firms also said they were losing business. On average, respondents estimated that 33% of their clients’ potential advisory spend still goes to competing providers.

That gap between identification and conversion appears central to the report’s conclusions. Firms may believe they can see the opportunities, but many lack the internal structure needed to capture the revenue consistently.

When asked how they would use time freed up by automation, respondents gave answers that underlined the pressure on existing operating models. They were as likely to put that time into clearing compliance backlogs, cutting working hours or reducing headcount as they were to direct it towards advisory services.

The research found that 28% would use extra time for compliance backlogs, 26% for reduced working hours and 17% for headcount reduction. Those choices suggest efficiency gains may be absorbed by operational demands rather than redirected into new services.

Joris Van der Gucht, chief executive officer and co-founder of Ravical, said the results point to a deeper issue in the profession.

“There’s a clear assumption in the market that if firms free up time, advisory growth will follow.

“What our data shows is that the constraint isn’t time, but whether firms are equipped to use that time differently.”

Advisory gap

The figures also come at a time when many firms report strong underlying performance, with respondents pointing to growing revenue per client and solid compliance margins.

Even so, the report argues that those conditions may not last. If growth continues to depend mainly on compliance work and existing pricing strength, firms could struggle over time to build a broader service mix.

Van der Gucht said the profession has spent years making compliance work more efficient, but advisory services require a different operating model.

“The industry has spent years optimising compliance delivery.

“The next phase is different. It’s about building the systems that allow advisory services to be delivered consistently, rather than relying on individual capacity.”

A crash barrier is expected to be installed on the ring road between Redbridge Park and Ride and Heyford roundabout this summer to protect cyclists and the northern side of the bridge over Weir Mill Stream.

Cars, vans and lorries illegally parked on the A423 walking and cycle path (Image: Anna Railton)

For several years, cars and lorries have reportedly posed a danger by parking illegally off the national speed limit road on the shared walking and cycling path.

Now, a crash barrier, which is expected to be installed this summer, will protect those travelling by bike.

Robin Tucker. (Image: Submitted)

Robin Tucker, chairman of the Oxfordshire Cycling Network said installing the crash barrier “sounds like a good plan that should have happened long ago.”

He said: “The ring road cycle track, which is a great asset for Oxford, providing a safe and almost continuous route around two-thirds of the city, from Wolvercote to Kennington, is being ruined by a tiny minority of drivers.

“All driving creates some danger for people but about 50 people a year are killed on pavements by cars, so this is unacceptable and should be strongly enforced against.”

He raised concerns about crashes, which he says are rare but possible.

Mr Tucker added: “There is a smashed down signpost at the start of the gap which shows the possibility of an out-of-control vehicle leaving the carriageway and I have been met with vehicles driving up and down the cycle track which is off-putting, turning the safe space for cycling into a place for danger.”

Where vehicles exit on to the national speed limit A423 off the walking and cycle path (Image: Anna Railton)

He also raised general safety concerns as the vehicles re-enter the ring road across a grassed-verge and kerb.

READ MORE: Motorised underpass preferred option for Bicester crossing

Jane Gibb, infrastructure and operations lead at cycling campaign group Cyclox, said the group has raised repeated concerns but welcomes the plans.

She said: “Installing a crash barrier is a straightforward safety improvement that should already be in place.

“It should prevent vehicles from accessing the cycle track and address this issue directly and may also have the added benefit of reducing glare from car headlights for people using the route.”

Paul Troop, a cyclist and chairman of Bicester Bike Users’ Group, described using the route as “unpleasant.”

He said: “Drivers parking there illegally have obstructed the pedestrian and cycle paths and have dug up the grass verges, leaving the paths muddy, obstructed, and dangerous to use.

“Those drivers cause a safety hazard when they drive over the verge to exit into a 70mph dual-carriageway, also illegally.

“The crash barrier is primarily to protect the integrity of the bridge from out of control drivers, but will also have the consequence of discouraging this sort of irresponsible driving.”