Specialized Consulting Services for Pre-IPO Technology Companies
Leverage our deep expertise in embedded systems to optimize functionality and performance, ensuring your technology meets industry standards and excels in complex environments.
Implement machine learning solutions tailored for the transportation sector, enhancing decision-making and operational efficiency in real-time applications.
Transform your drone operations with our edge computing solutions, enabling faster data processing and improved sensor fusion capabilities for enhanced flight performance.
Transparent Pricing for Specialized Consulting
Ideal for: seed/Series A companies that need a credentialed name and technical sounding board
- 4–8 hrs/month of async + 1 call/week
- Development strategy for embedded systems
- Basic architectural analysis and assessment
- Support via email and chat
Designed for CTO's and VP-level leaders with a need for external expertise to ramp-up internal design and development.
- 2–3 days/week, embedded with the team
- Leads architecture decisions, code reviews, AI/sensor stack design, and HW design reviews
- Sensor fusion development strategy
- Prototyping support for transportation applications
Ideal for: pre-Series B companies without a permanent CTO yet
- Unlimited consulting sessions
- Engineering, Customer, and Invester Engagement
- Project management and scheduling
- Engineering process improvement
- End-to-end project support
Current projects

Incoming Drone Tracker
Embedded AI incoming drone threat RADAR detection and tracking system.
SWAT and defense applications
Previous projects
AEye (NASDAQ:$LIDR)
IPO Autonomous Vehicle LiDAR SPAC offering $220M.

Agentic Development Workflows
Accelerated development using Machine Learning coding assistants: OpenClaw, ChatGPT, Gemini, Grok

RGB Zio-4000 Display Wall
AV-over-IP camera and display surveillance distributed system.
Magic Leap HMD
Augmented Reality. Embedded SLAM. 3D Sensor, motion tracking, ML hand gesture recognition

Ground drone + deployable aerial surveillance drone
Autonomous drone and launch vehicle
Frequently Asked Questions
What services does Nicholson Systems Group offer?
We specialize in sofware consulting for embedded systems, edge computing, machine learning, sensor fusion, and computer vision, particularly for pre-IPO companies in the transportation and defense-related sectors. We offer experience in GPU optimization, 3D visualization and 3D graphics using OpenGL, Unity 3D, Unreal Engine and WebGL.
How does the consulting process work?
Our process begins with an in-depth analysis of your needs and objectives, followed by tailored strategy development. We then implement the solutions while ensuring continuous collaboration and support throughout the project lifecycle.
What is the pricing structure for your consulting services?
Our pricing is customized based on the specific needs of each project. We provide transparent estimates after assessing your requirements, ensuring you receive clear value for your investment.
Can you guarantee results from your consulting?
While we cannot guarantee specific outcomes, we leverage our deep expertise and proven methodologies to deliver reliable solutions. Our goal is to help you achieve measurable improvements and success.
How do you support clients after the project is completed?
Post-project, we offer ongoing support and consultation to ensure successful implementation and operational efficiency. We remain a reliable partner, providing advice and insights as your business evolves.
What industries do you primarily work with?
We focus on advanced technologies within the transportation sector, B2B, consumer electronics and defense-adjacent systems, including drones and other kinetic systems. Our experience in these industries enables us to assit in accelerating delivery of your business-critical solutions.
What qualifications do your consultants have?
Our team consists of experienced professionals with backgrounds in software for new hardware development, embedded software develoment, cloud develpment, advanced 3D and 4D sensors, real-time systems and and technology consulting. We are certified experts committed to delivering high-quality consulting services.
How quickly can we expect to see results from your consulting efforts?
The timeline for results varies by project scope, stage of completion and complexity. We work diligently to implement strategies that yield tangible results as efficiently as possible, and we keep you informed throughout the process.
Get In Touch With Nicholson Systems Group
Expert Consulting in Embedded Systems and Machine Learning for Pre-IPO Companies
At Nicholson Systems Group, we specialize in providing bespoke consulting services tailored to the unique needs of pre-IPO companies in advanced technology sectors. Our expertise encompasses embedded systems consulting, edge computing solutions for drones, sensor fusion development, and computer vision consulting. Our strategic insights and proven methodologies empower your organization to innovate and scale effectively in competitive landscapes.