Forward-Deployed AI Forum

AI adoption inside complex enterprise workflows and high-stakes industries.

An evening in New York City exploring how forward-deployed teams work alongside customers, solve real operational pain, and turn hands-on implementation into scalable, defensible software.

Join House of 434 and Tavern Community for a focused gathering of founders, investors, forward-deployed engineers, operators, and enterprise leaders.

The discussion will explore when forward deployment creates a genuine product advantage, how services evolve into scalable software, and what enables applied AI companies to move from pilot to proof, and become durable, investable businesses.

The conversation will be especially relevant to companies building in complex and regulated industries such as finance, healthcare, legal, compliance, and enterprise operations.

Dinner, drinks, startup demos, and curated networking included.

Featured Speakers

Speakers to be announced soon.

This forum will feature a focused panel with speakers representing the following areas:

Forward-Deployed AI Leader
An engineer or operator working directly with customers to deploy AI inside real environments, integrate with existing systems, and translate implementation insights into stronger products.

Applied AI Founder
A founder building an AI company by working closely with customers, solving operational problems, and turning early deployments into repeatable software.

Enterprise Operator
A business or technology leader responsible for evaluating, adopting, and scaling AI across mission-critical workflows.

Applied AI Investor
An investor focused on where genuine commercial opportunity exists in applied AI and what makes forward-deployed companies scalable, durable, and investable.

Topics on the Table

From Demo to Deployment
What it takes to move beyond impressive prototypes and deploy AI reliably inside real organizations.

Forward Deployment as a Product Strategy
When working closely with customers creates proprietary insight, faster iteration, stronger distribution, and lasting product advantage.

From Services to Scalable Software
How companies can deliver hands-on implementation without becoming traditional consulting businesses.

Building for Complex and Regulated Industries
How applied AI companies navigate security, compliance, legacy systems, data constraints, reliability, and stakeholder trust.

What Investors Are Funding in Applied AI
Where investors see commercial opportunity, which markets are becoming crowded, and what traction signals matter beyond a polished demo.

Startup Demos

Selected startup demos will be announced soon.

If you’re a founder, please share a little about what you’re building here:
https://tally.so/r/MeqQXl

Startups building applied AI products are invited to apply. Relevant areas include finance, healthcare, legal, compliance, cybersecurity, enterprise operations, industrial systems, logistics, infrastructure, and other complex or high-stakes workflows.

What to Expect

A panel discussion with forward-deployed AI leaders, applied AI founders, enterprise operators, and investors

Startup demo tables featuring emerging applied AI companies

Dinner, drinks, and curated networking with founders, investors, engineers, operators, and enterprise leaders

A practical discussion about moving from customer problem to deployment, proof, and scalable product

Schedule

5:30 PM — Doors + Check-In
6:00 PM — Panel Discussion
7:00 PM — Dinner, Networking + Demo
8:30 PM — Event Concludes

About House of 434

House of 434 is a platform connecting founders, investors, operators, and domain experts through curated gatherings, strategic conversations, and meaningful introductions. It turns relationships and emerging market signals into opportunities across technology, innovation, and private markets.

About Tavern

Tavern is a community and coworking space bringing together founders, investors, operators, and builders. Through shared workspace, curated gatherings, and meaningful connections, Tavern creates an environment where ambitious people can exchange ideas, build relationships, and move important work forward.