WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2022 • Jun 15, 2022

Design as an algorithm, not as a feature

Kaya Sohyun Kim

True design is an algorithmic process, not a cosmetic feature. Learn how Volkswagen used a three-bot AI architecture to slash enterprise procurement time from 90 to six minutes.

Pause
Mute Enter Fullscreen
#1 about 2 min

Understanding the true source of software design principles

Various specialized design fields all stem from a single fundamental set of principles.

#2 about 2 min

Business case for automating minor sourcing at Volkswagen

Replacing human buyers with automated systems saves significant costs on low-value procurement negotiations.

#3 about 3 min

Automating procurement with intelligent natural language processing bots

Three specialized bots work cooperatively to interpret employee needs, negotiate with suppliers, and generate actionable orders.

#4 about 3 min

Moving from user-centered to user-inspired software design

Focusing on the fundamental objective of a product leads to better solutions than simply fulfilling user requests.

#5 about 6 min

Conducting context research for complex system and data environments

Optimizing information architecture requires a deep understanding of physical environments, subsequent user actions, and backend data limitations.

#6 about 3 min

Navigating stakeholder complexity through co-creation and early negotiation

Identifying the varied motivations of users, purchasers, and influencers ensures the final product satisfies all necessary decision-makers.

#7 about 4 min

Validating product direction with thorough visualizations and clear hypotheses

Creating high-fidelity visual representations helps establish measurable goals for successful technology adoption and sustainable vendor diversity.

#8 about 3 min

Designing dialogue flows and selecting robust underlying bot frameworks

Modeling conversational pathways directly influences technical decisions around internal security architectures and external third-party bot frameworks.

#9 about 3 min

Overcoming bad historical data using strategic human intelligence workarounds

Bypassing missing database taxonomies by leveraging user attachments and human supplier judgment naturally prevents hard technical failures.

#10 about 8 min

Validating intelligent bot performance through continuous live user testing

Conducting live trials of the automated workflow practically reveals substantial time savings and uncovers unexpected supplier interaction patterns.

#11 about 3 min

Defining design as an algorithm connecting multiple business domains

Strategic design functions as the optimal algorithmic pathway aligning complex technology, business logic, compliance, and core user expectations.

#12 about 5 min

Answering questions on frontend-first architecture and core service design

Prototyping visually prior to building complex backends fundamentally reduces risk while directly reinforcing the core concept of sequence planning.

Matching moments

2:54 min

Designing complex software architecture in the era of AI

Chris Heilmann +2 · LIVE

3:20 min

Bridging constraints between product management and software engineering

Alexandre Guenoun Alexandre Guenoun +3 · World Congress 2026 Europe

3:55 min

Moving beyond coding assistants to software system design

Lior Schejter Lior Schejter · Europe 2026 Virtual

3:07 min

Adapting product design for proactive and agentic AI

Ekaterina Streltsova Ekaterina Streltsova · Europe 2026 Virtual

3:16 min

Addressing vendor complexity and AI tool integration challenges

Alejandro Saucedo Alejandro Saucedo · World Congress 2025

2:11 min

The shift from predictable UX to adaptive AI experiences

Madalena Costa Madalena Costa · Europe 2026 Virtual

More from World Congress 2022

What the heck do "declarative" and "reactive" actually mean? thumbnail
30:40
about 4 years ago

What the heck do "declarative" and "reactive" actually mean?

André Kovac

The Design and Evolution of C++ thumbnail
1:01:15
over 4 years ago

The Design and Evolution of C++

Bjarne Stroustrup

But, you're not Facebook thumbnail
31:12
over 4 years ago

But, you're not Facebook

Kristijan Ristovski

Communicate efficiently with Software Architecture Diagrams thumbnail
28:11
over 4 years ago

Communicate efficiently with Software Architecture Diagrams

Simon Lasselsberger

Get Ready for Jakarta EE 10! thumbnail
42:53
over 4 years ago

Get Ready for Jakarta EE 10!

Ivar Grimstad

Keep your code refactorable thumbnail
26:46
over 4 years ago

Keep your code refactorable

Gerrit Stapper

Upcoming sessions on this topic

Open session

World Congress 2026 North America

September 25, 2026 · 14:10–14:40

Stage 6

Where Judgment Went — and How to Put It Back

Shruti Tiwari

AI/ML product manager, Dell

Shruti Tiwari
Open session

World Congress 2026 North America

September 25, 2026 · 16:50–17:20

Outdoor Stage

Beyond the Code: Human-AI Synergies in Product Development

Ajita Kanchivakam Ananth

Staff Technical Program Manager at Google

Ajita Kanchivakam Ananth
Open session

World Congress 2026 North America

September 24, 2026 · 11:00–13:00

Stage 10

The AI-Native Engineer: From Business Problem to Prototype

Srishti Agrawal, Sidharth Arora

Srishti Agrawal
Sidharth Arora
Open session

World Congress 2026 North America

September 24, 2026 · 11:10–11:15

Outdoor Stage

Architecting the 100X SDLC: Building Production Trust into AI-Assisted Delivery

Ranjan Parthasarathy

Founder, CPTO/CEO at AXIOMSTUDIO.AI

Ranjan Parthasarathy
Open session

World Congress 2026 North America

September 24, 2026 · 16:50–17:20

Mainstage

Building AI Products vs. Building With AI

Aparna Dhinakaran, Rukmini Reddy, Tamar Bercovici

Aparna Dhinakaran
Rukmini Reddy
Tamar Bercovici
Open session

World Congress 2026 North America

September 24, 2026 · 12:15–12:45

Stage 1

Why Buy Software When AI Can Build It?

Lee Edwards, Mang-Git Ng, Richard Robinson, Floriane Gramlich

Lee Edwards
Mang-Git Ng
Richard Robinson
Floriane Gramlich

Related videos

Design Patterns For AI Products in 2026 thumbnail
34:27
World Congress 2026 Europe • 3 months ago

Design Patterns For AI Products in 2026

Vitaly Friedman

Designing AI-first products: When the interface is no longer the product thumbnail
20:10
Europe 2026 Virtual • 3 months ago

Designing AI-first products: When the interface is no longer the product

Ekaterina Streltsova

What If We Designed Employee Experience Like a Customer Journey? thumbnail
41:01
Cappuccino with HR • 7 months ago

What If We Designed Employee Experience Like a Customer Journey?

Rudi Bauer, Frank Spillers

The integrated AI experience: A New Paradigm in an Agentic World thumbnail
30:20
World Congress 2026 Europe • 3 months ago

The integrated AI experience: A New Paradigm in an Agentic World

Loredana Crisan, Markus Rautert, Stefan Ostwald, Anna Heim

Designing high quality software with AI thumbnail
30:46
World Congress 2026 Europe • 3 months ago

Designing high quality software with AI

Brian Lovin

Insight into AI-Driven Design thumbnail
14:29
World Congress 2024 • about 2 years ago

Insight into AI-Driven Design

Madalena Costa

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.