Model deployment & productization
Turn research code, algorithms and models into usable, deployable tools with a clear handover.
RESEARCH × DESIGN × ENGINEERING
A design & engineering studio for research.
We help university and research teams turn models into usable tools, connect research workflows and bring ideas into practice.
Let’s talk researchStart with the question.
Understand the model.

Connect the capability.
Make interaction clear.

Build for real use.
Validate and hand over.

WHAT WE DO
We work alongside research teams. Define the problem first, then find the right technology and form. These are our areas of collaboration.
Turn research code, algorithms and models into usable, deployable tools with a clear handover.
Connect tools, data and human review around a recurring research task, with traceable execution.
Publication figures, graphical abstracts, journal covers, academic posters, slides, video and public science communication.

SCIENCE, CLEARLY EXPRESSED
From illustrations and data visualization to presentations and conference identity. Make research clear.
Explore research supportLEARN. TRY. UNDERSTAND.
Task-based workshops for research groups, departments and continuing education partners.
Discuss a workshopWAYS WE WORK
From model execution to interfaces, and from source materials to human review, we define an implementation approach around your task and agree the scope and deliverables together.
View approaches
HOW WE WORK
Clear scope, staged feedback and inspectable results make collaboration concrete.
Agree the intended users, one concrete scenario and expected results.
Review materials and requirements. Set a focused project and acceptance criteria.
Discuss a working prototype and iterate through staged feedback.
Check outcomes, document operation and agree ongoing responsibilities.
NOTES FROM THE STUDIO
Decide whether dynamic decisions are needed before choosing an agent, workflow or script.
Read the guideA practical starting checklist, from runnable code to acceptance examples.
Read the guideStructure a workshop around outcomes, practice material and review.
Read the guideA FEW THINGS TO KNOW
Yes. We review your requirements, materials, models and tools, then agree feasibility, scope, deliverables and acceptance criteria.
Yes. Scientific design and conference support can be scoped as a single deliverable or a set of materials.
A short background, the problem, available materials and timing are enough. Do not submit unpublished research data or files through this website.
GOOD QUESTIONS START GOOD PROJECTS
A model, a repetitive workflow, or research that deserves a clearer story. Start there.
Let’s talk research