MANSION HOUSE, LONDON, UK – The historic official residence of the Lady Mayoress of London, was a magical place to be on the day Guildhawk turned 25. To celebrate the anniversary, Jurga Zilinskiene MBE, Guildhawk’s Founder invited members of her team and partners from Sheffield Hallam University (SHU) to the Annual Banquet of her livery Worshipful Company of Fruiterers, a company that was founded over 300 years ago.
In 2001, Guildhawk has established itself as a specialist language company, and since then, it has evolved into a UK-based award-winning pioneer in global AI software development. From the first Small Language Models (SLMs) for high-stakes sectors, to new methods to make AI translation accurate with human-verified multilingual data, Guildhawk has come a long way.
Three royal awards from Her Late Majesty Queen Elizabeth II, helping hundreds of young people to secure skilled jobs, and being named one of the 50 most successful Knowledge Transfer Partnerships in history, are just some of the astonishing experiences in the past quarter of a century. But there is more to come as Guildhawk now prepares for the Quantum Age.
From bronze tools replacing stone, to word processors replacing typewriters, revolutions don’t start because the old method has stopped working, they start when people want a quicker, easier, and better way to do things, and someone discovers the solution.
In 2001, when Jurga established the company, the Dotcom bubble had peaked and popped but players like Amazon, Salesforce and LinkedIn flourished, because they had real revenue models and focused on what users wanted.
“In 2001, translation services were slow and costly because automation was poor.” Says Jurga.
“Our clients in legal and engineering firms told me they didn’t want to replace talented linguists; they wanted more efficiency. So I made that my mission”.
The entrepreneurial spirit for continuously learning, solving problems and innovating was sparked when she discovered there was no end-to-end software solution available to make translation hyper-efficient. Spreadsheets and retrofitted databases created for other industries were simply not good enough.
Understanding this problem inspired Jurga to learn to code. As a self-taught coder, she then developed QCS, a transformative software to manage language projects in the Guildhawk way.
The QCS software not only won her a prestigious Shell LiveWire Young Entrepreneur Award, it also created the passion for striving for quality and continuous improvement that runs through the blood of every member at the Guildhawk team to this day.
Image from 2010 of Rita Hinterleithner (front left), longest serving member of the company
Image from 2026 of Rita Hinterleithner with Ruby Qu (Centre), newest member of Guildhawk withDr Chris Roast of Sheffield Hallam University, his wife Elizabeth and guests at the Mansion House.
A newly released 25‑year timeline showcases key moments that shaped Guildhawk into what we are today. Some of the key ones include:
As enterprises grapple with AI tools to improve results, Guildhawk, in partnership with clients, SHU and Innovate UK, is researching and developing solutions that are ready for the next revolution – Quantum computing.
Dr. Chris Roast, associate professor in human-computer interaction at SHU highlights the risks:
“In the coming years, quantum computers are likely to become so powerful as to cause cryptographic collapse, whereby encrypted data can be harvested and decrypted by an adversary.”
The urgency to mitigate risks and maintain the edge has seen global investment into quantum technologies explode, with over $1.25B invested in Q1 2025 alone. However, experts caution that this situation creates the fertile land for a dot.com style quantum investment bubble with valuations outpacing real capacity.
“Quantum translation will revolutionise multilingual communication,” said David Clarke, CSO at Guildhawk and BBC commentator on economic crime.
“The big winners will be those that develop quantum solutions that protect users and works the way people want it to work – helping you to be more effective.” David added,
“The biggest losers in a quantum‑investment bubble will be investors, over‑exposed to hype‑driven quantum companies, so do your due diligence.”
Just as in 2017 when Guildhawk and SHU identified that traditional translation tools would be disrupted by advances in AI and began developing the GAI product suite, we are now preparing for translation in the quantum age.
This will see us developing new native AI solutions for a future where agentic AI works the way people want it to work – safely and securely.
Here is a glimpse of what we are creating to make AI a force for good in the decades ahead:
In the coming weeks, we will be sharing inspiring stories from entrepreneurs, partners and artists Guildhawk has worked with over the past 25 years, and share how they believe AI will help improve our world for future generations.
Entrepreneurs, industry leaders, innovators, and creatives are invited to partner with Guildhawk and SHU in shaping responsible, verifiable multilingual AI for the next 25 years.
Discover how Guildhawk’s verification‑first approach protects your multilingual operations.
Book a secure demo today.
About Guildhawk
Founded in the UK and trusted by Mitsubishi, Barclays, Amgen and other global brands for over 25 years, Guildhawk is a London-based human and AI solutions company. Guildhawk combines human‑curated data, expert linguists, and secure technology to empower organisations in regulated industries from legal and finance to mining, energy, healthcare, and government.