Engineering services

Bespoke consulting and engineering for teams building edge AI systems. We work alongside your team to get from concept to deployed product.

What we do

Three areas of expertise, tailored to your project.

Software development

Custom drivers, applications, and interfaces built on the NEPI platform. We develop the software your system needs to connect hardware, run AI models, and automate workflows specific to your use case.

Edge-compute platforms

Hardware prototyping, system integration, and packaging for edge deployments. We configure and test edge-compute hardware for your environment, whether that's a lab bench, a factory floor, or 3,000 meters underwater.

Project support

Product modernization, process automation, and remote operations. We help teams upgrade existing systems with edge AI capabilities or build new automation workflows for ongoing operations.

How we work with you

Every engagement starts with understanding your specific problem. We don't sell generic packages. We scope the work, agree on deliverables, and build exactly what your project needs.

From scoping to delivery

A straightforward process designed to get your project moving quickly.

  1. Scoping

    We learn about your system, your goals, and your constraints. Together we define what needs to be built, what the deliverables look like, and how long the work will take.

  2. Kickoff

    With scope agreed, we align on timelines, communication cadence, and technical approach. Your team and ours establish working relationships and shared context.

  3. Project work

    Our engineers work alongside your team on the agreed deliverables. Whether consulting, development, or integration, you have visibility into progress throughout.

  4. Delivery

    We deliver the outputs defined during scoping: working software, configured hardware, documentation, and the knowledge transfer your team needs to operate independently.

Teams we've worked with

Our engineering services have helped teams ship products across maritime, defense, education, and commercial sectors.

Ocean Aero

360-degree automated maritime threat detection on autonomous surface vehicles. Six-month development cycle.

WESMAR

AI-enabled sonar products developed and shipping in 5 months with two engineers.

VideoRay

AI-driven subsea inspection automation connected to an ROV control system.

Lane Community College

Student capstone project: AI-based drone automation and remote monitoring for search and rescue.

Wesmar was able to demonstrate and deliver smart sonar sensors to our customers within 5 months with NEPI software and Numurus professional services. They have gone above and beyond our expectations.

Roger Fellows

President, Inov8v Marine Group

Let's talk about your project

Tell us what you're building and we'll scope an engagement that fits.