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LCM
Prosus AI · Amsterdam

LCM Bootcamp

15 to 19 June 2026
The Story· The Companies & Platforms· Build & Plan· Connect· Commit
Participating companies
India SwiggyMeeshoPayUixigo LATAM iFood Europe JETiyzico
01 / 06
LCM · Prosus AI
Day 1 · Mon 15 June · Big venue
The Story
Morning, how we got here and the value it already delivers. Afternoon, where LCM is heading in 2026.
Morning · 09:00
Welcome and the big dream
20 min
LCM Vision and the ecosystem thesis
20 min
Where commerce is going and why the portfolio matters together.
The LCM Journey
30 min
Vision to first experiment to specialized models to foundation. The model, textual representations, 30M orders a month.
Break · 15 min
LCM at iFood — impact and lessons learned
30 min
The first production story: what landed, what hurt, what we'd do differently.
Use cases and impact
90 min
Impact first, light on mechanics.
Search and recommendation
CRM and promotions
Segmentation
Afternoon · 13:30
LCM 2026
30 min
A single model, self-improvement loops, agentic and ecosystem.
Training LCM
30 min
How we train the base LCM. Data and objectives.
Break · 15 min
Self-improvement in action
90 min
Auto-research, Data Kitchen, Commerce Gym.
LCM Agents on Toqan Claw
60 min
Live demos of LCM agents.
Evening · 17:00 to 21:00. Dinner and Window to China event at AI House.
02 / 06
LCM · Prosus AI
Day 2 · Tue 16 June · Big venue
The Companies & Platforms
Morning, we hear from the companies. Afternoon, the platform underneath: production, infra, and GPUs.
Morning · 09:00
India ecosystem90 min
AI stack, challenges, and the use cases that matter.
Swiggy
Meesho
PayU
ixigo
Break · 10 min
LATAM and Europe ecosystems60 min
iFood
JET
iyzico
Break · 10 min
Product panel60 min
Product and business leaders on what resonated and where the value is.
Break · 10 min
Afternoon · 13:30
Productionizing LCM
Data orchestration, engineering efforts, embeddings architecture, and GPU inference at scale.
Understanding GPUs
Where compute is going, who is using GPUs and for what, self-hosting versus cloud, supply and pricing.
03 / 06
LCM · Prosus AI
Day 3 · Wed 17 June · Office floor
Build & Plan
Two parallel tracks.
Hands-on track
Morning · 09:00 · in parallel
Building representations, hands-on — India & JET
First representations on each company's own data for India, working on Semantic IDs for JET.
GenPlat and LCM training session — iFood
Aligning on requirements for the big model training.
Afternoon · 13:00 · everyone together
Training an LLM, hands-on
Both morning groups come together. What it takes, then practice.
Roadmap track
Morning · 09:00
JET roadmap planning
Afternoon · 13:00
iFood next-cycle roadmap planning
04 / 06
LCM · Prosus AI
Day 4 · Thu 18 June · Office floor
Connect
Two parallel sessions in the morning, then everybody together in the afternoon.
Morning · 09:00
India — representations downstream & universal embeddings
How to use representations on downstream tasks, and going deeper on applying embeddings.
iFood and JET collaboration
Where two food delivery businesses can work together.
Afternoon · 13:00
India ecosystem planning
Aligning on potential joint experiments.
05 / 06
LCM · Prosus AI
Day 5 · Fri 19 June · Office floor
Commit
Readouts and next steps in the morning, one-to-one meetings and open connection in the afternoon.
Morning · 09:00
Short readouts and next steps from each company
Take-aways and roadmaps shared across the room.
Afternoon · 13:00
One-to-one meetings and open connection
06 / 06