Research to Product
A working prototype that no one outside the lab can use.
- University labs
- R&D teams
- Startups with a prototype
- Grant-funded projects
Updated
Problem & solution
The problem
Notebook only
It works on one machine and nowhere else.
No engineers
Labs rarely have a product team.
Demo, not product
It breaks on new data or new users.
How Collit solves it
Model to app
Your algorithm packaged with a proper interface.
Built for users
Workflows for the people who will use it.
Ready to hand over
Docs that support licensing and funding.
Applications
University labs
A published model turned into a usable app
Package the model with a simple interface so collaborators can run it themselves.
Agritech
Crop or produce analysis tool from a lab model
Move a lab-trained model onto a phone or field device with offline support.
Research labs
Desktop tool for analysing microscope images
Turn analysis scripts into a desktop app with saved settings and exports.
Deep-tech startups
A pilot-ready product from a proof of concept
Harden the prototype, add a user interface and deploy it for a first pilot.
How it works
- PaperThe working result
- PrototypeA usable first version
- PilotReal users, real data
- ProductDeployed and documented
What you get
- Technical assessment
- Productised application
- Deployment
- Documentation
- Pilot-to-product roadmap
What we validate with you
Proven on your own data during the pilot.
- Reproducibility outside the lab
- Target users
- Data and hardware needs
- IP and licensing terms
Q&As
Who owns the intellectual property?
You keep your research IP. The software we build is licensed to you, on terms agreed in writing first.
Will you sign an NDA?
Yes, before you share unpublished results, code or data.
Which research fields do you work in?
Mainly computer vision, AI and machine learning, 3D reconstruction and data-heavy research.
Can you deliver grant-funded software?
Yes, with milestones that match your reporting schedule.
Related solutions & services
Computer Vision
Automated inspection, QA and image-based judgements for informed decisions.
- Semiconductor & electronics
- Medical & healthcare
- Biotech & life sciences
Custom Software
Web, mobile and desktop apps built around your workflow.
- Field services
- Bookings & appointments
- Customer service
Tell us what's slowing you down
Free 30-minute discovery call. No obligation.