Forging Smarter Machines in Steel City

Sheffield has a centuries-long relationship with industry. From crucible steel to precision cutlery, the city has always understood how to shape raw materials into something useful. Anvil Robotics, founded in 2017 by a small group of robotics researchers from the University of Sheffield's Advanced Manufacturing Research Centre, carries that tradition forward in a distinctly modern form. The company designs and builds autonomous robotic systems for heavy industrial applications, including logistics hubs, metal fabrication plants, and food processing facilities across the UK and Northern Europe.

The name is deliberate. An anvil is where metal meets force and becomes something functional. The company sees itself in a similar role: taking advances in perception, manipulation, and autonomy and hammering them into machines that can survive a twelve-hour shift on a factory floor. That pragmatic streak runs through everything Anvil does, from its hardware choices to the way it structures its engineering teams.

What Anvil Actually Builds

At its core, Anvil produces two product lines. The first is a family of autonomous mobile robots, known internally as the Forge series, designed for material handling in environments too cluttered or variable for traditional automated guided vehicles. These machines use a proprietary sensor fusion stack to navigate dynamic spaces, avoid collisions with human workers, and adapt to changes in layout without reprogramming. The second product line is a set of robotic manipulation cells for tasks like palletising, bin-picking, and quality inspection, sold under the Striker brand. Both product families share a common software platform that allows operators to configure, monitor, and update their fleets through a single web interface.

Anvil's customers tend to be mid-sized manufacturers, the kind of businesses that need automation to stay competitive but lack the engineering departments of a BMW or a Unilever. That means the company's systems must be robust enough to run without a dedicated robotics engineer on-site, and intuitive enough for a shift supervisor to troubleshoot. This constraint shapes the company's engineering culture in important ways: reliability and usability are not afterthoughts, they are core design requirements.

The Team and How It Works

Anvil currently employs around 130 people, roughly 80 of whom work in engineering roles spanning mechanical design, electrical engineering, embedded software, perception, planning, and cloud infrastructure. The company operates out of a converted industrial unit in Sheffield's Attercliffe district, a neighbourhood that still hums with small-scale manufacturing. The workspace is deliberately arranged so that desks sit within sight of a test floor where prototypes run daily. Engineers are expected to see their code running on real hardware regularly, not just in simulation.

"We don't have the luxury of building robots that only work in a lab. Our machines go into places where the floor is wet, the lighting is terrible, and someone has left a pallet in the wrong spot. That reality keeps our engineering honest."
— Priya Chandran, CTO and co-founder

Teams are organised around product capabilities rather than traditional disciplines. A typical team might include a mechanical engineer, a perception specialist, a controls engineer, and a full-stack developer, all working together on a single feature from concept to deployment. Stand-ups happen, but bureaucracy is kept minimal. The company uses a six-week build cycle inspired by the Shape Up methodology, giving teams enough room to solve hard problems without losing focus.

Culture and Values

Anvil's culture is shaped by its origins in applied research. Curiosity is encouraged, but it must be directed toward outcomes. Engineers are given time to investigate new techniques, but they are also expected to articulate how those techniques could improve a product within a reasonable horizon. The company runs an internal seminar series where team members present recent papers or share findings from field deployments. There is a quiet seriousness about the work, but also a genuine warmth. Several employees mentioned the company's Friday afternoon tradition of gathering in the test bay to watch whatever experimental build the hardware team has been working on that week, a ritual that has produced both impressive demos and spectacular failures.

Safety is treated with particular gravity. Anvil's machines operate alongside human workers, often in confined spaces with heavy loads. The company maintains a dedicated functional safety team and requires all software engineers to complete training in IEC 61508 and the relevant machinery directives. This is not optional, and it is not treated as a box-ticking exercise. Engineers who join Anvil quickly learn that a conservative approach to safety-critical systems is not at odds with innovation; it is a prerequisite for deploying machines that people will trust.

Growth and Ambitions

Anvil closed a Series B round in late 2023, led by a Northern European industrial fund, bringing its total funding to approximately £38 million. The capital is being used to expand the Forge product line into new verticals, particularly cold-chain logistics and pharmaceutical warehousing, and to build out a field engineering team that can support customers across the continent. The company is also investing in simulation infrastructure to accelerate testing and reduce the time between software releases.

Sheffield remains central to the company's identity. Anvil has resisted pressure to relocate to London or Cambridge, arguing that its proximity to real manufacturing operations and the city's strong talent pipeline from both universities give it an edge. The company has partnerships with the AMRC and Sheffield Hallam's engineering faculty, and regularly hires graduates who have completed placements on the test floor.

For engineers who want to build systems that exist in the physical world, that must contend with uncertainty, wear, and human unpredictability, Anvil offers something increasingly rare: the chance to work on hard problems with tangible consequences, in a city that has never stopped making things.