AI tools that mid-sized industrials & services businesses actually use.

AI tools that mid-sized industrials & services businesses actually use.

AI tools that mid-sized industrials & services businesses actually use.

Operators focus on running their business. Frontier labs focus on building their models. We focus on connecting the two.

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Demos completed with industry operators

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Average annual hours saved per workflow we build

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Sectors & functions across client projects

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Years of AI and business strategy experience

SERVICES

What we do

What we do

What we do

01

Intro & Demo

You describe one thing your team does by hand. We show you how to automate it.

We spend 30 minutes on a call with you and your team. You describe the workflow, we go build against it, and we show you the result on a real screen.

01

Intro & Demo

You describe one thing your team does by hand. We show you how to automate it.

We spend 30 minutes on a call with you and your team. You describe the workflow, we go build against it, and we show you the result on a real screen.

01

Intro & Demo

You describe one thing your team does by hand. We show you how to automate it.

We spend 30 minutes on a call with you and your team. You describe the workflow, we go build against it, and we show you the result on a real screen.

02

Diligence

After 3 weeks of discovery interviews, you get a list of everything worth building.

We listen for where your team says the data breaks and where the manual work piles up. You get a roadmap with 10-12 AI projects, scoped and ranked by impact and difficulty.

02

Diligence

After 3 weeks of discovery interviews, you get a list of everything worth building.

We listen for where your team says the data breaks and where the manual work piles up. You get a roadmap with 10-12 AI projects, scoped and ranked by impact and difficulty.

02

Diligence

After 3 weeks of discovery interviews, you get a list of everything worth building.

We listen for where your team says the data breaks and where the manual work piles up. You get a roadmap with 10-12 AI projects, scoped and ranked by impact and difficulty.

03

Implement

We build alongside your team so that you own the product and the learnings.

We follow a proven 4-6 week sequence that plans, builds, tests, and handsoff the finished product for your team to put into action instantly.

03

Implement

We build alongside your team so that you own the product and the learnings.

We follow a proven 4-6 week sequence that plans, builds, tests, and handsoff the finished product for your team to put into action instantly.

03

Implement

We build alongside your team so that you own the product and the learnings.

We follow a proven 4-6 week sequence that plans, builds, tests, and handsoff the finished product for your team to put into action instantly.

04

Management

We manage your AI tools so that nobody else on your team has to take the time.

We stay on in a fractional capacity to manage the past, present, and future AI projects that your team is building so that you don't have to hire someone full-time.

04

Management

We manage your AI tools so that nobody else on your team has to take the time.

We stay on in a fractional capacity to manage the past, present, and future AI projects that your team is building so that you don't have to hire someone full-time.

04

Management

We manage your AI tools so that nobody else on your team has to take the time.

We stay on in a fractional capacity to manage the past, present, and future AI projects that your team is building so that you don't have to hire someone full-time.

TEAM

Who you'll work with

Who you'll work with

Who you'll work with

JP Mancini, Co-founder

  • Forward Deployed Engineer at C3 AI.

  • BS in Computer Science from Georgetown.

  • MCS in Data Science from Illinois.

Taylor Walshe, Co-founder

  • Industrials Investor at Berkshire Partners.

  • Engagement Manager at McKinsey.

  • BS in Economics from Georgetown.

  • MBA from Stanford.

Get in touch with us

Get in touch with us

Get in touch with us

Book a 30-minute call and we’ll talk through where your team is losing time.

Book a 30-minute call and we’ll talk through where your team is losing time.

© 2026 Mavnox. All rights reserved.

© 2026 Mavnox. All rights reserved.

© 2026 Mavnox. All rights reserved.