Discover how Deep Agents extend AI beyond simple responses to multi-step problem solvers. Webinar in partnership: TechUK and Dtechtive.
Deep Agents are LLM-powered systems that can plan, reason, and act across multiple steps — not just respond. These agents leverage tools, long-term memory, and sub-agents to research topics, analyze data, and write code, all while iterating and improving through continuous feedback.
In this session, we’ll explore the transformation from language models to Deep Agents and how AI systems have progressed from basic text prediction to structured, autonomous reasoning, and why Deep Agents represent a meaningful shift in capability.
We’ll cover:
- Timeline from LLMs to Deep Agents: We'll explore the rapid evolution from language models to Deep Agents and how AI systems have progressed from basic text prediction to structured, autonomous reasoning, and why Deep Agents represent a meaningful shift in capability.
- Extending the capabilities of LLMs: While LLMs and simple agents perform well on many tasks, more complex, multi-step workflows can benefit from stronger context management and tool use—areas where Deep Agents add value.
- Principles behind Deep Agents with a worked example: Deep Agents extend LLM capabilities by planning multi-step actions, offloading context to manage complex workflows, using sub-agents for specialised tasks, and integrating custom tools. We will walk through a practical example to demonstrate these principles.
- Future of Agentic AI and Upskilling: We will discuss emerging capabilities for autonomous research, complex workflow automation, and integrating safely with external systems, as well as the upskilling path—what to learn, what tools to explore, and how to start building with agentic patterns today.
Whether you are an engineer, a data practitioner, part of a product team, or simply curious about how modern ‘AI’ is really working - this session is for you!
You’ll gain a clear understanding of what Deep Agents are, how they work, and how they differ from traditional LLM usage. The full picture on the future and upskilling path—what to learn, what tools to explore, and how to start building with agentic patterns today.
Confirmed speakers:
Usman Ikhlaq
James Taylor
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Contact the team
Kir Nuthi
Kir Nuthi
Kir Nuthi is the Head of AI and Data at techUK.
She holds over seven years of Government Affairs and Tech Policy experience in the US and UK. Kir previously headed up the regulatory portfolio at a UK advocacy group for tech startups and held various public affairs in US tech policy. All involved policy research and campaigns on competition, artificial intelligence, access to data, and pro-innovation regulation.
Kir has an MSc in International Public Policy from University College London and a BA in both Political Science (International Relations) and Economics from the University of California San Diego.
Outside of techUK, you are likely to find her attempting studies at art galleries, attempting an elusive headstand at yoga, mending and binding books, or chasing her dog Maya around South London's many parks.
- Email:
- [email protected]
Usman Ikhlaq
Usman Ikhlaq
Usman joined techUK in January 2024 as Programme Manager for Artificial Intelligence.
He leads techUK’s AI Adoption programme, supporting members of all sizes and sectors in adopting AI at scale. His work involves identifying barriers to adoption, exploring solutions, and helping to unlock AI’s transformative potential, particularly its benefits for people, the economy, society, and the planet. He is also committed to advancing the UK’s AI sector and ensuring the UK remains a global leader in AI by working closely with techUK members, the UK Government, regulators, and devolved and local authorities.
Since joining techUK, Usman has delivered a regular drumbeat of activity to engage members and advance techUK's AI programme. This has included two campaign weeks, the creation of the AI Adoption Hub (now the AI Hub), the AI Leader's Event Series, the Putting AI into Action webinar series and the Industrial AI sprint campaign.
Before joining techUK, Usman worked as a policy, regulatory and government/public affairs professional in the advertising sector. He has also worked in sales, marketing, and FinTech.
Usman holds an MSc from the London School of Economics and Political Science (LSE), a GDL and LLB from BPP Law School, and a BA from Queen Mary University of London.
When he isn’t working, Usman enjoys spending time with his family and friends. He also has a keen interest in running, reading and travelling.
Sue Daley OBE
Sue Daley OBE
Sue leads techUK's Technology and Innovation work. This includes work programmes on AI, Cloud, Data, Quantum, Semiconductors, Digital ID and Digital ethics as well as emerging and transformative technologies and innovation policy. In 2025, Sue was honoured with an Order of the British Empire (OBE) for services to the Technology Industry in the New Year Honours List. She has also been recognised as one of the most influential people in UK tech by Computer Weekly's UKtech50 Longlist and was inducted into the Computer Weekly Most Influential Women in UK Tech Hall of Fame.
A key influencer in driving forward the tech agenda in the UK, in December 2025 Sue was appointed to the UK Government’s Women in Tech Taskforce by the Technology Secretary of State. She also sits on the UK Government’s Smart Data Council, Satellite Applications Catapult Advisory Group, Bank of England’s AI Consortium and BSI’s Digital Strategic Advisory Group. Previously, Sue was a member of the Independent Future of Compute Review and co-chaired the National Data Strategy Forum. As well as being recognised in the UK's Big Data 100 and the Global Top 100 Data Visionaries in 2020, Sue has been shortlisted for the Milton Keynes Women Leaders Awards and has been a judge for the Loebner Prize in AI, the UK Tech 50 and annual UK Cloud Awards. She is a regular industry speaker on issues including AI ethics, data protection and cyber security.
Prior to joining techUK in January 2015, Sue was responsible for Symantec's Government Relations in the UK and Ireland. Before that, Sue was senior policy advisor at the Confederation of British Industry (CBI). Sue has an BA degree on History and American Studies from Leeds University and a Master’s Degree in International Relations and Diplomacy from the University of Birmingham. Sue is a keen sportswoman and in 2016 achieved a lifelong ambition to swim the English Channel.
- Email:
- [email protected]
- Phone:
- 020 7331 2055
- Twitter:
- @ChannelSwimSue
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