Lemhi officially launches today after exiting stealth, introducing an AI Transformation-as-a-Service platform built specifically for managed service providers (MSPs).
The company also confirms a pre-seed funding round led by Top Down Ventures, with participation from Lookout Ventures and Start Something Ventures.
Why Lemhi says AI operations are a challenge worth addressing
Lemhi positions itself as a bridge between rising enterprise demand for AI and MSPs struggling to package that work into recurring services. Instead of treating AI as scattered projects or consulting work, the company says it helps MSPs turn it into a structured monthly offering.
Across the MSP channel, AI has become a constant topic of conversation among customers. But much of the work still lands as one-off deployments, pilot projects, or advisory hours that don’t translate into predictable revenue.
Lemhi argues that the demand is not the issue; the real challenge is operational. MSPs lack a repeatable model for selling, delivering, and measuring AI in the same way they already manage cybersecurity or IT services.
That gap leaves most clients without structured AI guidance, even as they continue investing in tools.
Building AI as a managed service
Lemhi’s platform is designed to standardize MSPs’ approach to AI across their entire customer base. Its first product, Lemhi Engage, will be available to design partners starting next week at Pax8 Beyond.
Engage is built to run every AI engagement in a consistent format, producing outputs such as workforce readiness scores, ROI plans, Microsoft 365 tenant assessments, and phased rollout roadmaps that include governance and success metrics.
The goal is to move AI work from ad hoc consulting into a repeatable service line that can be bundled into existing monthly contracts.
John Harden, founder and CEO of Lemhi, says the opportunity lies in turning AI into a service model rather than a tooling challenge.
“I’ve spent 17 years watching MSPs turn every major technology shift into recurring revenue,” said John Harden, Founder and CEO of Lemhi.
“AI is next, and this time the tools are already in our customers’ hands. That makes it an operating model problem, not an AI tools problem. Lemhi gives MSPs the operating model and the software to execute it. The MSP earns a recurring revenue line that doesn’t exist today, and the customer finally gets real value out of the AI they’re already paying for.”
Investor and channel backing
The company’s launch comes alongside early validation from both investors and MSP ecosystem programs. Lemhi has been selected for Top Down Ventures’ Vibe Studio and ConnectWise’s PitchIT accelerator.
It is also part of GTIA, Microsoft for Startups, and the International Association of Microsoft Channel Partners (IAMCP).
Investors say the opportunity is in turning fragmented AI activity into a structured business model.
“Every MSP we talk to is feeling the pressure, but most of the activity in the market today is still ad hoc: licenses, pilots, disconnected projects,” said Chris Day, founder and chairman of Top Down Ventures.
“There’s no durable business model behind it yet. Lemhi is one of the first software platforms we’ve seen that turns this into a structured, repeatable service MSPs can actually scale. That’s why Top Down is excited to invest.”
READ MORE: We spoke with Day about his view on MSP AI adoption and what is holding the channel back from further success.
Lemhi is now onboarding select cohorts of MSPs over the coming months, with early partners working directly with the company to design pricing and rollout strategies across existing customer bases.
The company says it is aiming to help MSPs establish AI as a recurring service line alongside managed IT and cybersecurity offerings.