Summit

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Summit

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Applied AI

Kenji Arai

Staff ML Engineer,

Corvid

Tokyo

GitHub

Kenji Arai is a staff machine learning engineer at Corvid, where he leads the team behind Corvid's research agent, now used by more than two million people. He built the evaluation and rollout system that lets the team change models every week without surprising anyone, and he wrote most of the incident reports for the weeks when it did.

Before Corvid he worked on search ranking for an online retailer, which taught him that offline metrics and real users disagree more often than anyone admits. Kenji lives in Kichijōji, runs the team's Friday reading group, and brews coffee with an unreasonable amount of equipment.

At Summit

craft-is-a-decision

Craft is a decision, not a department

09:30

10:15

Main Stage

Keynote

All levels

Design

design

Anika Sharma

Corvid's design team grew twentyfold in five years and the work got better. Anika Sharma opens Summit with the decisions that kept quality alive, and the ones that nearly didn't.

craft, critique, quality, design leadership

Anika Sharma

Corvid

anika-sharma

Chief Design Officer

agent-failures-we-did-not-test-for

Two million users, one agent: the failures we did not test for

10:30

11:10

Main Stage

Talk

Advanced

Applied AI

Kenji Arai

Corvid's research agent passed every evaluation, then met two million real people. Kenji Arai on the failures no test suite caught, and the rollout system built in response.

agents, evaluation, rollout, incidents

Kenji Arai

Corvid

kenji-arai

Staff ML Engineer

three-migrations-we-regret

One database, four years, three migrations we regret

10:30

11:10

Studio

Talk

Intermediate

Engineering

engineering

Lucas Moreau

Halden moved from one large database to several smaller ones without downtime. Lucas Moreau on the three steps he would do differently, and the one he would repeat exactly.

databases, migrations, reliability, architecture

Lucas Moreau

Halden

lucas-moreau

Principal Engineer

prototype-with-real-data

Prototype with real data, not lorem ipsum

10:30

12:30

Lab

Workshop

Intermediate

Design

design

Hannah Berg

A hands-on workshop in building prototypes from real, messy data, so your designs meet long names, empty states and awkward numbers before your engineers do.

prototyping, real data, edge cases, accessibility

Hannah Berg

Kitebird

hannah-berg

Principal Product Designer

roadmaps-are-promises

Roadmaps are promises: how Orbital stopped breaking them

11:40

12:20

Main Stage

Talk

Intermediate

Product

product

Grace Liu

Orbital used to publish a quarterly roadmap and deliver half of it. Grace Liu on replacing it with a short list of commitments the company keeps, and what that did for trust.

roadmaps, planning, commitments, stakeholders

Grace Liu

Orbital

grace-liu

VP Product

research-that-changes-the-roadmap

Research that changes the roadmap, not just the deck

11:40

12:20

Studio

Talk

Intermediate

Design

design

Inês Carvalho

Plenty of research is presented and forgotten. Inês Carvalho on how Quill's research team made its findings hard to ignore, starting with a study of why learners quit in week three.

user research, retention, insights, research ops

Inês Carvalho

Quill

ines-carvalho

Head of Research

how-big-should-a-team-be

How big should a product team be now?

12:30

13:15

Main Stage

Panel

All levels

Leadership

leadership

Wei Chen

AI tools have changed what one person can build. A founder, an investor, an engineering director and a product leader on what that means for hiring, team shape and ambition.

team size, hiring, org design, ai tools

Grace Liu

Orbital

grace-liu

VP Product

Amara Boateng

Fernway

amara-boateng

Founder and CEO

Wei Chen

Halcyon Ventures

wei-chen

General Partner

Noah Whitaker

Monogram

noah-whitaker

Director of Engineering

lightning-small-bets

Lightning talks: small bets that paid off

12:30

13:10

Studio

Lightning

Intermediate

Product

product

Tomás Ferreira

Three quick talks on small product changes with outsized results: a changed default, a five-person test and a changelog people actually read.

experiments, quick wins, onboarding, changelog

Jonah Adeyemi

Stackwell

jonah-adeyemi

Developer Advocate

Tomás Ferreira

Arbor

tomas-ferreira

Product Engineer

Inês Carvalho

Quill

ines-carvalho

Head of Research

case-for-boring-architecture

Eight engineers, forty million requests: a case for boring architecture

14:30

15:10

Main Stage

Talk

Intermediate

Engineering

engineering

Daniel Reis

Stackwell serves forty million requests a day on a stack most teams would call dull. Daniel Reis on why that is a deliberate choice, and the three times it nearly wasn't.

architecture, monolith, reliability, small teams

Daniel Reis

Stackwell

daniel-reis

CTO

retire-the-feature

Retire the feature: what we learned removing a third of our product

14:30

15:10

Studio

Talk

Intermediate

Product

product

Elena Petrova

In one year Tidewater's collaboration products removed more features than they added. Elena Petrova on how they chose, how customers reacted, and what it did to support and speed.

deprecation, product strategy, simplicity, customer communication

Elena Petrova

Tidewater

elena-petrova

Group Product Manager

build-an-eval-suite

Build an evaluation suite for an LLM feature in two hours

14:30

16:30

Lab

Workshop

Advanced

Applied AI

Elif Demir

Bring a feature that uses a language model and leave with an evaluation suite for it: real test cases, graded outputs and a score you can track from one model change to the next.

evaluation, llm, testing, python

Kenji Arai

Corvid

kenji-arai

Staff ML Engineer

Elif Demir

Tidewater Labs

elif-demir

Research Scientist

latency-is-a-design-material

Latency is a design material: interfaces for streaming models

15:20

16:00

Main Stage

Talk

Intermediate

Applied AI

Omar Saleh

A model that takes eight seconds to answer is a design problem as much as an engineering one. Omar Saleh on AI interfaces that feel fast on slow phones and slower networks.

streaming, latency, performance, mobile

Omar Saleh

Lumio

omar-saleh

Frontend Architect

org-chart-decisions

The org chart decisions you cannot take back

15:20

16:00

Studio

Talk

Intermediate

Leadership

leadership

Noah Whitaker

Monogram's engineering team grew from twelve people to two hundred in four years. Noah Whitaker on the structural choices that were easy to change, and the few that were not.

org design, engineering management, career frameworks, on-call

Noah Whitaker

Monogram

noah-whitaker

Director of Engineering

trust-is-the-product

Trust is the product: two years of shipping AI to people who did not ask for it

16:30

17:20

Main Stage

Keynote

All levels

Applied AI

Zara Haddad

Halden's AI assistant drafts replies for support agents at twelve thousand companies. Zara Haddad closes day one with what two years, two model changes and a public apology taught her about trust.

ai products, trust, human in the loop, customer support

Zara Haddad

Halden

zara-haddad

Head of AI Product

minutes-to-first-deploy

Developer experience is measured in minutes to first deploy

16:30

17:10

Studio

Talk

Intermediate

Engineering

engineering

Jonah Adeyemi

Stackwell cut the median time from sign-up to a working deploy from twenty-six minutes to four. Jonah Adeyemi on the measurement, eleven rewrites and the fixes that were not in the docs.

developer experience, documentation, onboarding, cli

Jonah Adeyemi

Stackwell

jonah-adeyemi

Developer Advocate

every-kilobyte-is-a-cost

Every kilobyte is a cost: designing for the next hundred million customers

09:30

10:15

Main Stage

Keynote

All levels

Product

product

Maya Okafor

Lumio serves three million small traders on low-cost phones and patchy networks. Maya Okafor opens day two with what designing under real constraints can teach every product team.

constraints, mobile, inclusive design, performance budgets

Maya Okafor

Lumio

maya-okafor

VP Design

we-deleted-our-spa

We deleted our single-page app and nobody noticed

10:30

11:10

Main Stage

Talk

Advanced

Engineering

engineering

Omar Saleh

Lumio replaced its dashboard's single-page app with server-rendered pages and small interactive islands. Omar Saleh on the migration, the numbers and the parts that were harder than expected.

performance, server rendering, javascript, migration

Omar Saleh

Lumio

omar-saleh

Frontend Architect

accessibility-debt-compounds

Accessibility debt compounds faster than technical debt

10:30

11:10

Studio

Talk

Intermediate

Design

design

Hannah Berg

Kitebird became the first Nordic ticketing app to pass a full accessibility audit. Hannah Berg on why fixing it late cost four times as much, and how to stop the debt building up again.

accessibility, audits, inclusive design, wcag

Hannah Berg

Kitebird

hannah-berg

Principal Product Designer

observability-from-zero

Trace a real request end to end: observability from zero

10:30

12:30

Lab

Workshop

Intermediate

Engineering

engineering

Lucas Moreau

A hands-on workshop in adding tracing, structured logs and useful metrics to a small but realistic app, then using them to find three bugs planted in it.

observability, tracing, opentelemetry, debugging

Lucas Moreau

Halden

lucas-moreau

Principal Engineer

design-systems-are-a-product

Design systems are a product, staff them like one

11:40

12:20

Main Stage

Talk

Intermediate

Design

design

Priya Nair

Northbeam's design system serves fourteen product teams with a team of nine. Priya Nair on running it with a roadmap, a support rota and adoption figures leadership actually reads.

design systems, adoption, components, staffing

Priya Nair

Northbeam

priya-nair

Design Systems Lead

your-evals-are-lying

Your evals are lying to you: measuring models on real work

11:40

12:20

Studio

Talk

Advanced

Applied AI

Elif Demir

Public benchmarks say models are nearly perfect at analysis. A benchmark built from real company data says otherwise. Elif Demir on what it takes to measure models honestly.

evaluation, benchmarks, data analysis, measurement

Elif Demir

Tidewater Labs

elif-demir

Research Scientist

who-is-accountable

Who is accountable when the agent gets it wrong?

12:30

13:15

Main Stage

Panel

All levels

Applied AI

Elena Petrova

AI agents now take actions, not just make suggestions. A product manager, an AI product lead, an ML engineer and a CTO on who owns the outcome when one of them makes a mistake.

agents, accountability, incidents, ai policy

Daniel Reis

Stackwell

daniel-reis

CTO

Zara Haddad

Halden

zara-haddad

Head of AI Product

Kenji Arai

Corvid

kenji-arai

Staff ML Engineer

Elena Petrova

Tidewater

elena-petrova

Group Product Manager

lightning-details

Lightning talks: the details that do the work

12:30

13:10

Studio

Lightning

Intermediate

Design

design

Hannah Berg

Four short talks on small interface details that carried more weight than anyone expected, from a loading state to a single line of microcopy.

microcopy, loading states, components, interface design

Hannah Berg

Kitebird

hannah-berg

Principal Product Designer

Priya Nair

Northbeam

priya-nair

Design Systems Lead

Tomás Ferreira

Arbor

tomas-ferreira

Product Engineer

Omar Saleh

Lumio

omar-saleh

Frontend Architect

what-investors-read

What investors actually read in your product metrics

14:30

15:10

Main Stage

Talk

Intermediate

Leadership

leadership

Wei Chen

Wei Chen has read hundreds of board decks. He explains which product numbers change an investor's mind, which get ignored, and why retention curves come before revenue.

fundraising, metrics, retention, boards

Wei Chen

Halcyon Ventures

wei-chen

General Partner

api-reference-is-onboarding

Your API reference is your onboarding: rewriting ours from scratch

14:30

15:10

Studio

Talk

Intermediate

Engineering

engineering

Jonah Adeyemi

Most developers meet your product through its API reference, not its homepage. Jonah Adeyemi on how Stackwell rebuilt its reference around tasks, examples and errors.

api design, documentation, developer experience, openapi

Jonah Adeyemi

Stackwell

jonah-adeyemi

Developer Advocate

discovery-sprint-in-an-afternoon

Run a discovery sprint in an afternoon

14:30

16:30

Lab

Workshop

Intermediate

Product

product

Inês Carvalho

A hands-on workshop that compresses product discovery into two hours: frame the problem, talk to real people, test a rough prototype and decide what to build next.

discovery, user interviews, prototyping, research

Elena Petrova

Tidewater

elena-petrova

Group Product Manager

Inês Carvalho

Quill

ines-carvalho

Head of Research

own-the-metric

Own the metric, not the ticket: notes from a product engineer

15:20

16:00

Main Stage

Talk

Intermediate

Product

product

Tomás Ferreira

At Arbor, engineers own outcomes rather than tasks. Tomás Ferreira on what that changes day to day, from talking to restaurant owners to deciding not to build what the ticket asks for.

product engineering, ownership, outcomes, small teams

Tomás Ferreira

Arbor

tomas-ferreira

Product Engineer

small-models-next-to-the-data

Small models next to the data: running inference in every customer's region

15:20

16:00

Studio

Talk

Advanced

Applied AI

Lucas Moreau

Halden's European customers asked for their data to stay in-region. Lucas Moreau on swapping one large hosted model for small ones in six regions, and what it did to cost and quality.

inference, small models, data residency, infrastructure

Lucas Moreau

Halden

lucas-moreau

Principal Engineer

the-company-is-the-product

The company is the product too

16:30

17:25

Main Stage

Keynote

All levels

Leadership

leadership

Amara Boateng

Amara Boateng closes Summit 2027 with what building Fernway taught her: the way a company works is something you design, ship and maintain, just like its software.

leadership, culture, company building, founders

Amara Boateng

Fernway

amara-boateng

Founder and CEO

pricing-is-a-product-decision

Pricing is a product decision, so stop leaving it to finance

16:30

17:10

Studio

Talk

Intermediate

Product

product

Grace Liu

Orbital's prices used to be set in a spreadsheet once a year. Grace Liu on bringing pricing into the product team, and how a new model changed what customers used and what got built.

pricing, packaging, monetisation, product strategy

Grace Liu

Orbital

grace-liu

VP Product

Doors, badges and breakfast

08:30

09:30

Doors

Foyer

Coffee

11:10

11:40

Coffee

Foyer and terrace

Lunch on the river terrace

13:15

14:30

Meal

River terrace

Coffee

16:00

16:30

Coffee

Foyer and terrace

Riverside reception

18:30

22:00

Social

River terrace

Coffee and pastéis de nata

08:30

09:30

Doors

Foyer

Coffee

11:10

11:40

Coffee

Foyer and terrace

Lunch on the river terrace

13:15

14:30

Meal

River terrace

Coffee

16:00

16:30

Coffee

Foyer and terrace

Closing drinks

17:30

18:00

Social

Foyer

9–10 June 2027 · Armazém 7, Lisbon

See you by the river.

Early bird passes are €490 until 31 January. After that, €690.

Get tickets

See the schedule

Doors open in

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9–10 June 2027 · Armazém 7, Lisbon

See you by the river.

Early bird passes are €490 until 31 January. After that, €690.

Get tickets

See the schedule

Doors open in

--
Days: --
Hours: --
Min: --
Sec

9–10 June 2027 · Armazém 7, Lisbon

See you by the river.

Early bird passes are €490 until 31 January. After that, €690.

Get tickets

See the schedule

Doors open in

--
Days: --
Hours: --
Min: --
Sec

Buy template