WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2026 Europe • Jul 10, 2026 • Session details

POC Prison: Why agentic systems never escape the lab and how to fix that in 90 days

Luise Freese

Enterprise agentic systems are trapped in POC prison by dirty data and operational fear, not bad models. Execute this 90-day framework to break out and reach production scale.

Pause
Mute Enter Fullscreen
#1 about 6 min

The gap between enterprise AI promises and production reality

Agentic AI projects frequently stall as disconnected rule-based automation instead of reaching real production deployment.

#2 about 3 min

Why artificial intelligence prototypes fail to deliver measurable value

Testing with synthetic data and fake processes prevents prototypes from securing the required budget for legitimate deployment.

#3 about 3 min

The trap of temporary solutions and operational deployment paths

Proof of concepts become deployment traps when organizations lack defined operational paths for enterprise users.

#4 about 3 min

Evaluating agentic systems through technical, organizational, and cultural lenses

Successful deployments require repeatable technical pipelines, explicit business accountability, and cultures that reward operational usage over executive demos.

#5 about 2 min

How organizational reality and messy data choke agent autonomy

Underlying chaotic processes and nonexistent permission models guarantee that adding intelligent agents will not fix broken foundations.

#6 about 4 min

Overcoming innovation bubbles, fear ops, and metrics avoidance

Innovation teams lacking clear operational mandates suffer from accountability gaps that lead to highly manual human-in-the-loop dependencies.

#7 about 3 min

Confronting dark data and compliance hurdles in enterprise deployments

Organizations hide behind experimental boundaries to avoid facing vast amounts of undocumented data and rigorous audit requirements.

#8 about 4 min

A structured 90-day execution program for real production deployment

A strict three-phase sequence forces organizations to confront legacy processes, mandate business ownership, and execute supervised operations.

#9 about 3 min

Establishing paved roads and tiger teams for rapid deployments

Implementing governance as code and assigning cross-functional tiger teams circumvents organizational overhead and enables immediate operational impact.

#10 about 4 min

Enforcing executable governance and explicit agent authority in production

Baking compliance checks directly into deployment pipelines prevents endless discussions and prioritizes readiness over clever technical additions.

Matching moments

2:52 min

Designing agentic AI solutions for the enterprise

Damir Dobric · Coffee With Developers

6:30 min

Common reasons why enterprise AI agent projects fail

Axel Schell Axel Schell +2 · World Congress 2026 Europe

2:03 min

Addressing institutional inertia and AI pilot failures

Alexandre Guenoun Alexandre Guenoun +3 · World Congress 2026 Europe

3:33 min

Crucial lessons for deploying generative AI in enterprises

Alexander Trusheim Alexander Trusheim +1 · World Congress 2025

2:28 min

Introduction to building reliable AI agents in production

Max Tkacz Max Tkacz · World Congress 2025

2:21 min

Overcoming operational challenges in AI adoption

Björn Bringmann Björn Bringmann +3 · World Congress 2024

More from World Congress 2026 Europe

Building the Nervous System of AI - Michael Kagan (NVIDIA) thumbnail
29:17
about 2 months ago

Building the Nervous System of AI - Michael Kagan (NVIDIA)

Michael Kagan, Sead Ahmetović

Five Things in Tech that Matter Now - WeAreDevelopers World Congress 2026 Closing Keynote thumbnail
19:41
about 2 months ago

Five Things in Tech that Matter Now - WeAreDevelopers World Congress 2026 Closing Keynote

Christian Heilmann

The Sound of Your Secrets: Teaching Your Model to Spy, So You Can Learn to Defend thumbnail
32:06
about 2 months ago

The Sound of Your Secrets: Teaching Your Model to Spy, So You Can Learn to Defend

David vonThenen

Super scaling for the Super Bowl: How to survive 30 million users hitting your backend in 30 minutes thumbnail
35:13
about 2 months ago

Super scaling for the Super Bowl: How to survive 30 million users hitting your backend in 30 minutes

Irina Branovic

Running Secure Life Science Research at Scale using Hybrid GPU HPC and Kubernetes 🧬 thumbnail
24:23
about 2 months ago

Running Secure Life Science Research at Scale using Hybrid GPU HPC and Kubernetes 🧬

Jeremy Murray

Angstfreude - AI and Corporate Culture - The Thrill and the Threat thumbnail
30:26
about 2 months ago

Angstfreude - AI and Corporate Culture - The Thrill and the Threat

Axel Ebert, Karin Krobath

Upcoming sessions on this topic

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 23, 2026 · 10:00–17:00

Stage 14

From Idea to Production with AI: Agentic Development in Practice

Daniel Ostrovsky

UI/UX Architect at Payoneer | AI Architect | Full Cycle Development Expert | Public Speaker | Open Source Contributor |

Daniel Ostrovsky
Open session

World Congress 2026 North America

September 25, 2026 · 16:10–16:40

Stage 1

The Five Percent Club: The Culture and Technological Shift Behind Successful AI Deployments

Tara Hernandez

Tara Hernandez, VP of Developer Productivity at MongoDB

Tara Hernandez
Open session

World Congress 2026 North America

September 24, 2026 · 14:50–15:20

Stage 7

When Agents Became Users: Rearchitecting Identity and Permissions for AI at Scale

Yoav Gal

Product Lead

Yoav Gal
Open session

World Congress 2026 North America

September 25, 2026 · 15:45–15:55

Outdoor Stage

Closing the Visibility Gap: Lessons from Safety Critical Agentic Systems

Vivek Pandit

Frontier AI Lead at Turing

Vivek Pandit
Open session

World Congress 2026 North America

September 24, 2026 · 16:10–16:40

Stage 6

The Reality of AI Adoption in Enterprises

Priyanka Vergadia

Cloud and AI expert @Microsoft, previously lead Devrel @Google

Priyanka Vergadia

Related videos

Running AI at Scale: The Secret Ingredients thumbnail
30:04
World Congress 2026 Europe • about 2 months ago

Running AI at Scale: The Secret Ingredients

Boris Hecker, Max Tschochohei, Peter Kürpick, Tomislav Tipurić

Headless by Design: Building Enterprise Systems That Agents Can Actually Use thumbnail
23:52
World Congress 2026 Europe • about 2 months ago

Headless by Design: Building Enterprise Systems That Agents Can Actually Use

Dirk Gronert

The Agentic Enterprise: Orchestrating People, AI, and European Sovereignty thumbnail
29:15
World Congress 2026 Europe • about 2 months ago

The Agentic Enterprise: Orchestrating People, AI, and European Sovereignty

Sebastian Kister

The Last Mile of AI: From Prototype to Production thumbnail
28:23
World Congress 2026 Europe • about 2 months ago

The Last Mile of AI: From Prototype to Production

Clemens Wasner, Holger Hammel, Martin Remmelgas, Max Jacobson, Marius Cosareanu

The day the chatbot asked for sudo thumbnail
27:48
World Congress 2026 Europe • about 2 months ago

The day the chatbot asked for sudo

Alex Olivier

The Limits of LLMs in Real-World Applications thumbnail
31:07
World Congress 2026 Europe • about 2 months ago

The Limits of LLMs in Real-World Applications

Deivids Vilkinsons, Guillaume Esnou, Laura Moritz, Mariam Hakobyan

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.