Layer42

Collaboration

Your R&D Partner — From Idea to Impact

We welcome collaboration with startups, research institutions, and innovation teams to investigate technical challenges and develop intelligent systems in AI, Vision, and Robotics.

An engagement can address a focused research question or support a broader development effort, with scope and deliverables agreed around the problem.

Where we can contribute

  • Technical feasibility

    Assess data, constraints, candidate methods, and evaluation needs.

  • Research and experimentation

    Establish baselines, adapt models, compare approaches, and investigate limitations.

  • Prototype development

    Build and evaluate a demonstrator or proof of concept.

  • Optimization and integration

    Refine performance, document interfaces, and support handover or integration where included in the scope.

How we work

  1. 01

    Feasibility & scoping

    Define the question, technical constraints, and success criteria. Agree on the scope and expected outputs.

  2. 02

    Research & experimentation

    Investigate candidate approaches, establish baselines, and assess trade-offs through reproducible experiments.

  3. 03

    Prototyping & integration

    Build and validate the agreed prototype or system. Document findings and support the agreed handover or integration.

Possible outputs

A feasibility assessment, experiment report, benchmark, trained or adapted model, prototype, integration package, or technical documentation. Outputs depend on the engagement.

Working together

We agree on responsibilities, milestones, access to data, and the intended use of results before work begins. Sharing of results and code, and confidentiality, are discussed for each collaboration.

Bring a question. Build with us.

For organizations

Tell us about the problem, the current stage of your work, available data or systems, and your main constraints.

For researchers and contributors

Share your research interests, relevant experience, and the question you would like to explore with us.

Email

layer42@outlook.com