Winston Taylor adopts Ctrl AI for employment disputes

Winston Taylor has introduced Ctrl AI into its employment dispute resolution work, extending its use of artificial intelligence in routine legal operations.

The transatlantic law firm will use the system to support the handling of claims, complaints and disputes across its employment practice. Developed by UK-based Ctrl AI, the platform is designed to work with existing case management systems rather than replace them.

Winston Taylor was formed from the combination of Winston & Strawn and Taylor Wessing's UK-led business. The firm has more than 1,400 lawyers across the United States, the United Kingdom, Europe, Latin America and the Middle East, with 20 offices in major commercial centres.

The move centres on employment defence work, where businesses often manage large volumes of disputes across multiple jurisdictions. In that setting, law firms and in-house teams have been looking for tools that can reduce manual work while maintaining oversight by qualified lawyers.

Ctrl AI said its platform provides the analytical framework for an employment defence matter, helping teams review evidence, apply decision processes and prepare outcomes in a more standardised way. Each output is reviewed and signed off by a named lawyer or fee earner, the company said, and decisions remain auditable.

Legal adoption

Law firms have been testing artificial intelligence in document review, research and internal knowledge management for several years. Its use in live disputes and operational case handling has drawn closer scrutiny because of concerns about accountability, consistency and the risk of errors in legal work.

Winston Taylor's approach reflects a model in which software is used within established processes rather than as a substitute for legal judgment. That is likely to appeal to firms operating in regulated areas where clients expect clear responsibility for each decision.

Paul Callaghan, Head of the Labour & Employment Practise in the UK at Winston Taylor, said: "We manage employment disputes at scale across multiple jurisdictions, and what we needed was a platform that would improve efficiency without requiring us to rebuild our processes. Ctrl AI does exactly that. It integrates seamlessly with our existing workflows and is built around our specific playbook. What's really struck us is the rigour, and the fact that our named lawyers retain full control of every decision. It's AI that genuinely augments our expertise rather than trying to replace it."

The legal sector has moved cautiously on generative AI because of professional duties around confidentiality, accuracy and supervision. Systems aimed at lawyers are increasingly marketed around traceability and human review, especially in contentious work where records may later be scrutinised by courts, regulators or counterparties.

Ctrl AI described its product as UK-hosted and built on a verification-first model. It can connect to an organisation's current case management software and support more efficient case handling without changing the wider structure of legal operations, the company said.

Dispute volumes

The pressure point for employment practices is volume. Employers facing workplace complaints and formal claims often need to assess large amounts of correspondence, policy material and factual evidence, while also applying internal procedures and external legal rules consistently across matters.

That has created an opening for software providers focused on dispute resolution rather than general-purpose AI tools. Instead of relying on open-ended text generation, these products are being positioned as structured systems for reviewing material and documenting reasoning in a way that legal professionals can check.

Anup Kollanethu, Co-Founder and Chief Executive Officer of Ctrl AI, said: "We're proud to be working with Winston Taylor as it adopts Ctrl AI across employment dispute resolution. As employment disputes continue to rise, purpose-built AI tools like Ctrl AI are pivotal to delivering faster case handling and reduced costs. Our platform doesn't bypass the existing team - instead it augments their expertise, ensuring there's always a person at the centre making the important decisions. Designed by legal operational experts, Ctrl AI is focused on developing practical, regulation-aware solutions that align with the way organisations actually work. Our approach prioritises flexibility, transparency and accountability, ensuring technology enhances existing processes rather than disrupting them. As adoption continues to grow, we'll continue to expand our capabilities and partnerships."

Founded in 2024, Ctrl AI focuses on dispute and decision-handling systems for regulated organisations. Its work with Winston Taylor offers a case study in how specialist legal technology suppliers are seeking a place in day-to-day legal delivery, particularly in areas where repeatable processes and documented oversight are central to the service.