Architecting the Future: An Evening of High-Stakes AI Engineering
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About this event
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⭐️ Event: Architecting the Future: An Evening of High-Stakes AI Engineering
📆 Date: Thursday 9th July 2026
⏰ Time: 6:00 – 9:00 PM BST
📍 Location: London, UK
🎟️ CLICK HERE TO ENTER THE BALLOT! 🎟️
💡 About the event:
The “Chatbot” era of AI is over. For technologists in Financial Services, the real challenge is not writing a prompt. It is orchestration, security at scale, and integrating AI into complex, business-critical systems.
Join Faculty and the Data Science Festival for our final in-person meetup before the summer break. This evening is designed specifically for practitioners building production AI systems and navigating the realities of deploying GenAI in regulated environments.
We are stripping away the hype and taking a practical look at the architectural challenges, lessons learned, and engineering decisions involved in moving AI from proof of concept to production. Through two technical talks and a panel discussion, we will explore how organisations are building secure, scalable, and reliable AI systems that can operate in the real world.
What we’ll explore:
• Scaling the Haystack: The engineering reality of processing thousands of sensitive documents for retrieval.
• Claims Without the Hallucinations: A masterclass in LLM orchestration and deterministic outputs in production-grade environments.
• The Autonomous Underwriter: How do you integrate GenAI agents into legacy insurance systems without breaking the business? Our panel will explore the practical challenges, lessons learned, and future opportunities of bringing agentic AI into complex enterprise environments.
No fluff. No “AI will change the world” introductions. Just senior practitioners, technical discussions, real-world architecture challenges, and a few drinks to facilitate the “how did you actually solve that?” conversations.
Food, drinks, and networking with fellow practitioners will be available throughout the evening.
Who is this for?
This event is curated for Senior and Lead Machine Learning Engineers, Software Engineers, DevOps Engineers, Data Architects, and Applied Scientists.
While many of the examples and case studies will come from Financial Services and Insurance, the engineering challenges, architectural patterns, and lessons learned will be relevant to anyone building production AI systems at scale.
Whether you are deploying LLMs, building retrieval systems, integrating AI into legacy environments, or trying to move from proof of concept to production, this event is designed for practitioners looking to move beyond experimentation and into real-world deployment.
Full speaker and session details coming soon!
🕧 Schedule:
6:00 PM – Doors open – networking with food and refreshments
6:45 PM – Intro
6:50 PM – Talk 1 (including Q&A)
7:10 PM – Talk 2 (including Q&A)
7:30 PM – Short comfort break
7:40 PM – Panel discussion
8:20 PM – Networking with refreshments
9:00 PM – Event close
🎟️ CLICK HERE TO ENTER THE BALLOT! 🎟️
🎟️ IMPORTANT: Due to high demand and limited space, tickets for this event will be allocated by a ballot. Applying does not guarantee entry. Successful applicants will be notified throughout June and early July. If you have not received confirmation by July 6th, this means your ballot ticket was not drawn this time.
🚨 PLEASE NOTE: Clicking 'attend' does not register you for the event. You will need to register for the event on the link provided below to receive a QR code ticket via email. If you do not have a QR code, you will not be able to attend the event.
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