Meet your next apprentice.

Aptitude brings robotic automation to work you've always done by hand. Trained on your floor.

Robotic end-effector approaching part
Automation within reach

Aptitude deploys a complete hardware and software system at your facility, configured around your operation and guaranteed to run. Traditional automation works well for operations with scale, predictability, and capital. Aptitude is designed for a different reality. Start with one task. Build from there. At a cost that makes sense before you scale.

How it works

Aptitude is automation for the assembly floor. Someone on your line does the task the way they always have, and Aptitude watches, capturing every step the way a new hire would pick it up. Then it runs the job, and gets better every shift.

We work with the hardware the job calls for, from collaborative arms to mobile manipulators, paired with the perception to handle a real production environment. You don't pick the equipment or manage the integration. We scope it, deploy it, and run it.

End-effector wrist assembly
Built for real conditions

Traditional automation needs a controlled environment to work. Fixed setups that eliminate variation, because the system can't handle it any other way.

Aptitude is built for the opposite. It's designed to perceive variation rather than eliminate it. Parts that aren't perfectly positioned, lighting that changes across shifts, processes that vary by operator. These are expected, not exceptional.

What makes this safe on a production floor is that Aptitude isn't a black box. Every task runs on a structured recipe, visible, auditable, and governed by safety guardrails. When something falls outside its expected range, the system stops gracefully rather than failing unpredictably.

Deploy before you scale

Traditional automation requires capital before you see a single result. Aptitude works differently. Our team scopes, installs, and runs everything. One task, up and running, at a cost that makes sense from day one.

One platform, multiple tasks

Aptitude isn't built for a single task. The same system takes on new work as your needs change, without new fixtures, new programming, or a new project every time.

Applications include:

  • Pick and place
  • Machine tending
  • Inspection
  • Multi-step assembly

We bring the hardware each job calls for and handle the integration. No rip and replace, and nothing proprietary you'd be locked into.

Performance-backed SLAs

Most automation is sold as equipment. You buy it, and the risk is yours. Aptitude is sold on outcomes. Every deployment starts with performance targets we agree on up front, throughput, uptime, accuracy, and we stand behind them. Backed by SLAs and 24/7 support.

Proven in production

The team behind Aptitude previously built and deployed AI-powered automation for PSA Singapore, one of the world's largest port operators. Heavy equipment. Outdoor operations. Around the clock.

That foundation shapes how we build. Perception and automation designed for real conditions, with safety and accountability built in from the start.

Active pilots underway with manufacturers in Singapore and the United States.

We're selecting a small number of early access partners.

Start onboarding your next apprentice.

Request Early Access