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The a16z Show

Building AI Agents for Enterprise Operations

The a16z Show

a16z

Entrepreneurship, Culture, Disruption, Innovation, Science, Software Eating The World, Business, Technology

4.21.2K Ratings

🗓️ 1 June 2026

⏱️ 46 minutes

🧾️ Download transcript

Summary

Anish Acharya and Olivia Moore speak with Pablo Palafox and Luis Paarup about the challenges of deploying AI agents in operationally complex industries. The conversation covers the evolution of voice AI, enterprise workflows, and why logistics became an early proving ground for agent-based systems. They discuss context, coordination, and execution inside large organizations, as well as the role of forward-deployed engineering, enterprise deployment, and what it takes to move AI from experimentation into production.

Transcript

Click on a timestamp to play from that location

0:00.0

Voice was the unlock to many of the operations that are really needed to move the world if we talk about supply chain.

0:08.0

This is not a supply chain specific problem that we are solving.

0:12.0

It's actually an enterprise coordination problem.

0:16.0

The bigger problem in the coming use for voice here is really knowing when to talk and what not to talk. So it's understanding all these nuances in the work more than making the latency faster

0:26.2

or making the voices more realistic, which I don't think that's a limiting factor today.

0:29.8

I feel like Happy Robot has always been at the forefront of kind of humanness.

0:34.4

Do you want the customers to know they're talking to an AI? Where does that go?

0:38.3

I think it's super important that

0:40.3

Most AI demos happen in controlled environments.

0:43.3

The real challenge begins when AI has to operate inside large organizations,

0:47.3

where information is fragmented across systems, teams, emails, phone calls, and workflows

0:53.3

that have evolved over years.

0:56.3

Logistics and supply chains have become an early proving ground for these systems.

1:00.6

Success depends not just on model intelligence, but on coordination, context, and the ability

1:06.0

to execute work reliably in the real world.

1:09.4

Anisha Charya and Olivia Moore speak with Pablo Palafox and Luis Parra from Happy Robot, about voice

1:15.8

AI, enterprise agents, and the challenges of deploying AI in operationally complex industries.

1:24.6

Olivia and I are here with the two incredibly talented founders of Happy Robot, Pablo and Luis.

1:30.0

Welcome, guys.

1:30.8

Thank you, guys.

1:31.5

Super excited.

1:32.2

Very excited to have you.

...

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