AI & Data Ecosystem
Seven communities. Five conferences.
Meetups always free.
For the people who have to make AI work on Monday morning. Engineers running it in production, leaders answering for it in board papers, and teams somewhere in between trying to get something useful past procurement.
Most of the AI conversation is being had by people selling something. This one is not. Vendors are welcome, and several sponsor us, but they do not set the agenda and they do not fill the room.
7
Communities
5
Conferences per year
2,500+
Members
Free
All meetups, always
About this ecosystem
Practitioners comparing notes on what actually works.
Seven communities meet across the UK and online, from open practitioner groups to closed leadership forums. Five conferences a year sit on top of them. The meetups are free and always will be. The conferences are priced so that the people who benefit most from being there are not the ones priced out.
What you get here is what colleagues would tell you after three drinks at the conference dinner — what they actually shipped, what broke, what it cost to run, and what they would do differently.
Who comes to these events
AI Engineer
building and deploying models in production
Data Scientist
moving from notebooks to real systems
Platform Engineer
running the infrastructure AI sits on
ML Engineer
owning the whole path from training to serving
Head of AI
answering for strategy and delivery
CTO
navigating AI transformation at speed
VP Engineering
building teams that can actually ship AI
AI Governance Lead
keeping things legal, safe and auditable
Product Manager
getting AI-native products past procurement
Solutions Architect
designing the systems that make AI work at scale
Our Network
Trusted by industry partners.
Sponsors, speakers, event partners and community attendees from across the sector.
Ecosystem Sponsors
Event Partners
Previous Speakers From
Community Attendees From
From our events
Real practitioners. Real venues. Real conversations.
Recent Event Spotlight
Data & AI Leaders — Agentic AI
Hosted with Lloyds Banking Group in London. 120+ attendees exploring what agentic AI actually looks like inside a major bank — not the roadmap version, the operational reality.
Speakers
Joanna Crown
Director of Data, Moonpig
Dylan Ratcliffe
Founder & CEO, Overmind
Sultan Al Awar
Solutions Architect (Digital Natives), Databricks
Joseph Reeve
Growth, ElevenLabs
Astitva Karunesh
AI Business Lead, AI CoE, Lloyds Banking Group
Lara Vomfell
Senior Data & AI Scientist, AI CoE, Lloyds Banking Group
Watch the talks
Lloyds Banking Group | Agentic AI in Practice
Astitva Karunesh & Lara Vomfell — AI CoE, Lloyds Banking Group
ElevenLabs, Moonpig, Databricks & Overmind | Agentic AI In The Enterprise
Joseph Reeve, Joanna Crown, Dylan Ratcliffe, Sultan Al Awar
On demand
Talks from this ecosystem
Recorded sessions from AI Operators events. Full playlists on the Community Stack YouTube channel.
Async Agents in Production: Failure Modes and Fixes
Meryem Arik
Founder & CEO, Doubleword
Coding standards — back to basics
Frank Contrepois
Independent FinOps Voice, Coblan
My first year as an AI Engineer at incident.io
Rory Malcolm
Product Engineer, incident.io
AI Agents in 2025: Beyond Chatbots to Autonomous Workflows
Stephen Toriola
AI Software Engineer, Compare the Market
Communities
Seven communities. Find the one that fits.
From open practitioner meetups to closed leadership forums. All free to join.
AI Operators Global
Open monthly online meetup. Practitioners sharing what is actually working in AI right now.
Join on Luma →AI Operators Leaders
Closed forum for senior AI leaders. Director level and above. Real conversations, no vendor agenda.
Join on Luma →Claude Operators London
Practitioners building with Claude and Anthropic's tooling. In-person in London.
Join on Meetup →AWS AI UK
The AWS AI and machine learning community for UK practitioners.
Join on Meetup →AWS AI Global
Global online meetup for engineers and leaders working across the AWS AI platform.
Join on Meetup →Azure AI UK
UK practitioners working across Azure AI, Copilot and Microsoft's AI stack.
Join on Meetup →GCP AI UK
Google Cloud AI practitioners across Vertex, Gemini and the GCP AI platform.
Join on Meetup →Conferences
Five conferences. Bigger rooms, deeper conversations.
Flagship summits and specialist single-topic events that sit on top of the communities.
What we cover
Topics across every community and event
Applied AI in production environments
Claude and LLM integration patterns
AI agents and orchestration
Enterprise AI adoption and change management
AI governance, compliance and responsible AI
AI product strategy and operating models
MLOps and AI infrastructure
AI leadership and team structures
Evaluation, observability and AI quality
AI security and risk management
Building AI-native organisations
Procurement and vendor assessment for AI tools
Speaking
Speak at an AI Operators event
We want practitioners on stage, not just presenters. If you have shipped something, led a team through a difficult decision, or built something worth talking about — submit a talk idea. Read the speaker guide first; it explains what we are looking for and what to expect.
Sponsorship
Partner with this ecosystem
Portfolio, ecosystem, community and event partnerships available. We work with a small number of partners per ecosystem so each relationship has room to do real work.