01
Embed first.
We move into your operation. We meet the people doing the work, watch the system in motion, and map the friction before we touch a line of code.
“STUDIO” · engaging by invitation, Q3 2026
We build
VLCTY is a venture studio. We design, build, and deploy AI systems for mid-market operators. Fees plus equity or revenue share: outcome-aligned, never hourly.
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Live demo
What an agent on LVNG actually does.
Real workflow output from one of the portfolio companies. Agents dispatched from a single command, executed in parallel, audited end-to-end. This is what your operation gets when it ships on the platform.
Knowledge graph
live
knowledge graph
247 entities · 1,418 edgesquery: motor-envy · onboarding · drop-offcompanydoctool
How we think
We think differently than any other venture studio. We are data scientists at the core, full-stack engineers who happen to be very good at business.
Graph-native
Every entity in the portfolio (every dealer, document, agent, workflow) sits in one graph database. We don't write SQL. We traverse relationships.
Models over rules
Where most studios script if-statements, we train classifiers, ship embeddings, and let the data tell us where to draw the lines.
Operators, not theorists
We've all shipped production systems with revenue on the line. The studio is a bet that data science finally has a viable business model: become operators.
How we work
Three operating rules that haven't changed across the portfolio.
02
Architect for autonomy.
Every system we build assumes humans should not be the bottleneck. Agents own the workflow; people own the exceptions.
03
Detach cleanly.
We hand back a working system, the playbook to run it, and the option to keep us on. Most studios make themselves indispensable. We make ourselves leavable.
Portfolio
Different verticals. Same backbone.
Each portfolio company was designed, built, and launched from scratch. Each runs in production on LVNG. Each one feeds improvements back to the rest of the fleet.
- 01Glue42
Desktop interop for trading floors.
glue42.co - 02Centner Wellness
Clinical wellness with personalised protocols.
centner.ai - 03BEHMN
Behavioural intelligence for mid-market HR.
behmn.com - 04Cascade
Multi-agent psychometric assessment.
cascade.behmn.com - 05Motor Envy
Agent framework for automotive operations.
motorenvy.com - 06LVNG
The agentic harness powering everything above.
lvng.ai
Engagement
We only work with people we like.
The studio is hyper-selective. We'd rather build less with the right partners than more with the wrong ones.
- 01
Fit is the first rule.
We've passed on good companies when the fit wasn't there, and taken on smaller deals when the people were right.
- 02
Engagement is by invitation.
Most of the portfolio came through introductions: a portfolio company, a sponsor, a mutual contact. That's the cleanest path in.
- 03
Aligned, or not at all.
Fees plus equity or revenue share. We charge, but we also build like co-founders. Outcomes keep every choice honest.
Have a way in, or think there's a fit anyway? Send a note. We read every message. We reply when there's something to say.