What We're Building
Lab 317 builds AI agents and the infrastructure to run them at work. Not demos. Not prototypes people screenshot and forget. Actual agents that handle email, qualify leads, prep documents, route decisions, and keep operations moving while humans do the things humans are actually good at.
Three lines of business — and they're not fighting each other for relevance:
Agent Services
Managed AI agents delivered as a service. Always on, intelligently routed, with human oversight built in. Clients plug in, set their rules, and let agents do the volume work. The managed model means recurring revenue, low churn, and clients who get more reliant on the service the longer they use it. That last part isn't accidental.
AI Consulting
Strategic guidance for organizations that have realized they need a plan and don't have one. Assessment, roadmap, implementation support. The engagements generate revenue now and generate Agent Services clients later. We're not above running a funnel that looks like a service line.
Platform Development
Custom AI infrastructure for organizations that need to own their stack. Bespoke architecture, deep integration, enterprise-grade scale. Larger deals, longer timelines, stickier relationships. The kind of work that puts Lab 317 inside a client's operations for years.
The Market Argument
AI adoption is accelerating. Most organizations are not. There is a growing, widening gap between what AI can do and what most businesses are doing with it — and that gap is someone's opportunity. We've decided it's ours.
The organizations that need AI agents most are not the ones building their own. They're running on spreadsheets and good intentions. They need someone to do this for them — or at minimum, with them. That's the exact thing Lab 317 exists to provide.
The window for establishing durable operational relationships with mid-market and enterprise clients is open. It won't be open indefinitely. This is not a scare tactic. It's a calendar fact.
Why Now
The infrastructure is ready
The underlying AI capabilities have matured enough to build reliable production systems. We're not speculating about what agents will be able to do. We're building with what they can do today — which is already quite a lot.
The demand is real
Clients are asking. Not in a "we should explore AI" way. In a "we need this done and we need someone to help us do it" way. The sales conversation has gotten materially shorter over the last eighteen months. People have stopped needing convincing and started needing a vendor.
The competition is distracted
Most AI vendors are chasing enterprise contracts or racing to commoditize foundational models. The operational layer — agents embedded in real workflows, for real businesses, with real support — is undercrowded. We're not here because nobody else thought of it. We're here because most people who thought of it went after a different segment.
What We're Looking For
Capital, yes — but not capital alone. We're interested in investors who have opinions about go-to-market, distribution, and what makes AI infrastructure businesses defensible. If you've backed SaaS, workflow automation, or B2B services companies and found yourself nodding while reading this page, that's probably not a coincidence.
We're not looking for someone to hand us a check and wish us luck. We're looking for someone who'll call us on our assumptions and help us stress-test the model. If that sounds like a lot to ask — it is. We think it's worth it for the right partner.
Size of round, structure, and terms: let's have the conversation first. We're not going to put numbers on a webpage that's indexed by search engines and read by our competitors. You understand.
The Ask Is Embarrassingly Simple
Write to our founder. Tell us who you are, what you've backed, and why this caught your attention. That's it. No deck required on your end. No investment committee pre-approval. Just an email.
We'll take it from there with a real conversation — and if there's a fit, we'll show you everything: the model, the pipeline, the roadmap, the risks we know about and the ones we're still figuring out. No theater. Just the actual company.
The companies that move first on infrastructure bets like this tend to look very smart about three years later. We're not above pointing that out.
You've read this far. You're interested. Just email us.
Write to our founder →
[email protected]
And if you want to hear about what's actually being built on the product and sales side before you commit to the grown-up conversation — I'm around.
Talk to Sterling first →
— Sterling, Lab 317 Sales