For Robotics, Physical AI & Advanced Manufacturing Startups

Early customers don't just buy your product. They shape your company.

Robotics Physical AI Industrial
gtm.pipeline / sequence
  1. 01

    Technical Breakthrough

    R&D

  2. 02

    First Right Customers

    you are here

    Validation

  3. 03

    Repeatable GTM Motion

    System

  4. 04

    Commercial Traction

    Scale

// outcome Repeatable revenue, not chaos.

The Problem

Most technical startups don't have a product problem. They have a focus problem.

Early interest feels like traction. Then it becomes scattered demos, stalled pilots, and a pipeline full of maybes. The goal isn't more buyers. It's the right ones.

/01

Scattered Interest

Lots of conversations, no clear buying process.

/02

Pilots That Stall

Technical validation, no path to budget, urgency, or expansion.

/03

Technical, Not Urgent

Strong capabilities, weak business pain — no reason to act now.

Solutions

From early chaos to a focused GTM motion.

Bridging the gap between 'people are interested' and 'we know exactly who to sell to and how to win.'

01

GTM Strategy

Sharpen ICP, market wedge, and competitive position.

02

Messaging & Positioning

Translate technical capability into urgent business pain.

03

Pilot-to-Production

Pilots tied to value, expansion, and commercial ownership.

Best Fit

Built for complex, real-world markets.

Seed to Series B hardtech startups where buying is messy, pilots matter, and the customer's world is physical.

Robotics & Physical AI

Automation, autonomy, vision, inspection, and AI in the real world.

Advanced Manufacturing

Hardware, sensors, quality, production, and factory-floor technology.

Complex B2B Sales

Enterprise, OEM, and industrial buying environments.

Buying Process

You have pilot interest, but the buying process isn't clear.

About

Built in the field. Hardtech-tested.

A career spent inside the rooms where industrial buyers actually decide, not the rooms where decks get made about them.

Anthony Trinh, hardtech GTM advisor, Austin TX
Anthony Trinh Austin, TX

I’ve spent over a decade selling complex manufacturing and automation technologies — from CNC machine tools and industrial additive manufacturing to AI-powered robotics and industrial inspection systems.

I’ve seen firsthand how hard it is to turn technical breakthroughs into repeatable commercial traction. Now I help founders close that gap faster.

12+ yrs

Complex hardtech sales

$500K → $50M

Pipeline built at Series A

Seed → Series B

Stages I work with

Track Record

  • Pivot Robotics
  • Lumafield
  • Augmentus
  • HP
  • GrayMatter Robotics
  • DMARK

Let's Talk

Building something hard?

Send me a note on LinkedIn. Tell me what you're building and where the GTM is getting stuck — happy to trade thoughts.