Strategic & Technical AI Support
Mainsail AI Labs
Helping turn vertical advantage into competitive edge.
We believe vertical software businesses hold a structural advantage: domain-specific data, embedded workflows, and deep customer trust.
Mainsail AI Labs works alongside founders and their teams to help convert that advantage into category leadership. Embedded in our growth equity firm, the Mainsail AI Labs team helps companies create AI strategies and operating systems, develop and ship products, and share what’s working across the portfolio in real-time.
IronRouteAI is an intelligent routing copilot that assesses fees, materials, bin sizes, distance, fuel costs, and more to help dumpster rental companies quickly create efficient and profitable routes at scale.
IronRouteAI knows when each dumpster is available by organizing daily tasks including drop offs, pickups, exchanges, and unloads, so it can be rented to the next customer rather than sit idle.
ScribbleVet is an AI-powered scribe for veterinarians, designed to automate the time-consuming task of notetaking with hands-free documentation.
Already serving veterinarians across the country, ScribbleVet helps reduce burnout, improve workflow efficiency, and enable professionals to dedicate more time to patient care.
ScribbleVet was acquired by Instinct Science in January 2026 to help build out a clinical intelligence system for veterinary practice management.
Pitstop is an AI-powered predictive maintenance and fleet intelligence platform. It was acquired by Fullbay, a business management platform for heavy-duty truck repair shops, in May 2026.
The acquisition adds AI-powered predictive maintenance, real-time diagnostics, fault-code management, and automated fleet communication to Fullbay’s platform, helping fleets catch failures before they happen, improve driver safety, and shift the industry from reactive repair to proactive maintenance.
MirrorWeb’s Sentinel uses advanced natural language processing and intelligent risk scoring to surface the highest-risk communications and reduce false positives for regulated companies.
It helps compliance teams reduce review burden, strengthen supervisory controls, and stay ahead of regulatory expectations.
Developed based on customer input, Inspection Assistant is an embedded AI agent that helps fire and life safety technicians complete onsite work more efficiently by flagging issues in real time and producing cleaner reports for review.
On average, technicians can potentially save 15-20 minutes per report—giving them roughly 33 hours back per month across a typical monthly volume of 100 inspections.
Flight Schedule Pro launched a new parent brand, Pilotbase, and an AI-powered Pilot Experience Platform that unites flight schools, pilots, instructors, employers, and aviation partners around a shared mission of safely progressing more pilots from first flight to career.
Customers were asking for help to reduce student financing friction, provide clearer visibility into instructor and student performance, and connect training directly to career opportunities. Flight Schedule Pro created Pilotbase in response, introducing AI capabilities and more connected operational workflows that align flight operations with measurable student progression, performance, and long-term career outcomes.
Following up first usually wins jobs, but most movers are on the truck or in the field when leads come in. SmartMoving uses AI to help movers make sure no lead gets left behind, and no competitor gets there first.
Smart Scout is a 24/7 AI-powered sales assistant that answers calls, qualifies leads, and sends quotes so moving jobs don’t fall through the cracks.
Smart Marketing is an automated, personalized email campaigns to help movers upsell, re-engage, and close jobs without needing a third-party tool.
Lilo is an AI-powered procurement platform designed for hospitality. It was acquired by Inn-Flow, a hotel business management platform, in May 2026.
The combination of Lilo and Inn-Flow enabled the launch of Inn-Flow Procurement, a new solution that will bring purchasing, vendor management and spend intelligence into alignment with its existing accounting and labor capabilities, creating a more connected approach to hotel finance and operations.
FexaAI is an embedded intelligence layer within Fexa’s facilities management platform, designed to help multi-site retail, grocery and restaurant operators reduce downtime, cut vendor rework, and manage smarter at scale.
Mainsail AI Labs worked alongside Fexa to build the infrastructure for the FexaAI platform—natively embedding an agentic AI layer into its core architecture and designing a framework that can expand into a connected system of agents.
Today it includes an Answers Agent, which gives operators the information they need to make faster decisions, scoped to their permissions and grounded in live data, as well as a Work Order Agent, that enables teams to create clean, complete, vendor-ready tickets right inside their CMMS using natural language with no training required.
ZapAssist AI from Floorzap (a Teamfront company) is a 24/7 AI-powered voice and chat assistant built for flooring retailers. It answers inbound phone calls and web chat inquiries, qualifies leads, books or reschedules appointments, and logs interactions directly into the Floorzap platform.
By enabling instant response to inbound calls and digital inquiries, ZapAssist AI helps flooring businesses capture more leads and beat competitors to the job, while automating lead capture to reduce pressure on office staff, and ensure no call is missed—especially during after-hours, weekends, and peak call times.
AssistAI manages customer calls when contractors can’t—whether they’re on a roof, in a meeting, or off the clock.
The AI-powered, 24/7 receptionist answers questions, books appointments, captures lead data and helps ensure roofing contractors secure every potential new job.
Boostlingo AI Pro breaks down language barriers in real time by converting spoken content into translated captions or live speech in 130+ languages.
It can be applied to 1:1 conversations, teams, events, and meetings and across industries to situations where human interpreters may not always be accessible.
AI Review from Red Oak leverages advanced Large Language Models (LLMs) and prompt engineering to help reduce review cycles for marketing and advertising materials.
AI prompts are configured to match each customer’s compliance policies and procedures and analyze previous submissions. Marketers receive prompt feedback to correct errors before formal submission, enhancing productivity for both marketers and compliance teams.
Centerbase launched a native integration with NetDocuments ndMAX, linking a firm’s practice management data directly to its document AI. It automates matter workflows, eliminates manual data entry, and gives law firms a governed AI foundation to deliver more with the same team.
The company also built and launched Centerbase IQ, an AI-powered natural language decision support capability. It gives law firms fast, visual, citation-backed intelligence drawn from their own billing, financial, matter, and productivity data, without building reports or administrator support.
Built to simplify everyday tasks and boost productivity, Rentvine AI Assistant helps property managers execute essential operations within the Rentvine property management platform through straightforward voice or text commands, from checking rent payment status and sending reminders to logging maintenance updates.
Using Rentvine AI Assistant can help auto-fill complex forms and reduce menu navigation, reducing time to complete common tasks, enabling hands-free efficiency and streamlining the property management experience.
Gsmart AI brings agentic AI workflows and predictive insights to CFOs and treasurers to help them navigate complex treasury and finance operations without sacrificing compliance or oversight.
GSmart is designed purposefully to provide accurate, actionable insights that help improve forecasting, AR/AP, risk management, liquidity modeling, and more.
Here are some of agents our portfolio companies are deploying directly into their platforms and customer workflows.
to help dumpster rental businesses save time and maximize profitability More on IronRouteAI from Docket
to help veterinarians automate notetaking with hands-free documentation More on ScribbleVet from Instinct
to help commercial fleets anticipate failures before impact More on Fullbay and Pitstop
to help compliance teams reduce false positives More on Sentinel by MirrorWeb
to help technicians save time and produce cleaner reports More on Inspection Assistant from Inspect Point
supporting the full flight training and pilot career journey More on Pilotbase
- Align product, data, and corporate strategy around a unified AI roadmap
- Convert proprietary data and domain specialization into durable advantages
- Ground AI decisions in customer outcomes
- Measure AI progress against clear goals
- Recruit experienced AI engineers and product talent
- Develop teams and organizational fluency to sustain AI-native transformation
- Share technical best practices and case studies across 25+ companies
- Bring discipline to build vs. build decisions
- Host workshops, hackathons and sprints to develop and ship AI products
- Build agentic layers into core products and operating architecture
- Support pricing and packaging strategy for AI-enabled products
- Vet AI infrastructure providers and tool recommendations
- Acquire AI-native capabilities to accelerate the roadmap
Mainsail AI Launch Labs
AI Launch Labs is a structured, intensive program for engineering and product managers ready to move beyond AI features and into fully agentic systems. Teams in our first cohort developed more than 20 working agentic products and left with the architecture to keep building.
“Mainsail AI Labs was instrumental in helping us design and execute on the roadmap to bring FexaAI to life, giving facilities managers a smarter, faster, and more connected way to manage work across every site they oversee.”
“It would have taken us just as long to hire the AI talent as it did to build and launch Inspection Assistant with Mainsail AI Labs.
Their team helped us focus on solving real customer pain points, driving measurable outcomes, and executing faster than we ever could have on our own.”
“In a short period of time, you managed to both elevate our understanding of AI and drive the teams to produce tangible, measurable results.”
"There were so many use cases shared across the portfolio. I can't wait to get back to my team and teach them what I learned."
“This was a career defining opportunity for me.”
Certain statements about Mainsail Management Company, LLC (“Mainsail” or “Mainsail Partners”) made by portfolio company executives herein are intended to illustrate Mainsail’s business relationship with such persons, including with respect to Mainsail’s facilities as a business partner, rather than Mainsail’s capabilities or expertise with respect to investment advisory services. Portfolio company executives were not compensated in connection with their participation, although they generally receive compensation and investment opportunities in connection with their portfolio company roles, and in certain cases are also owners of portfolio company securities and/or investors in Mainsail-sponsored vehicles. Such compensation and investments subject participants to potential conflicts of interest in making the statements herein.
The portfolio companies identified do not represent all of the investments made or recommended by Mainsail and were not selected based on the performance of such investments. These investments are meant to show a portion of the Mainsail portfolio and are not intended to be representative of any current or future investments. There can be no assurance any fund managed by Mainsail will be able to consummate investments with the same or similar characteristics to the portfolio companies described herein, or that, if consummated, such investments will be profitable. For more information on Mainsail’s portfolio companies, please refer to the .Portfolio page.
