Testimonials
Trust in business is built on results and long-term collaboration. Below, we present testimonials from our business partners who have chosen to work with us and have achieved measurable benefits.
Each recommendation reflects our commitment, professionalism, and flexible approach to meeting client needs. Together, we pursue ambitious goals and deliver value that drives our clients’ growth. Explore their experiences and perspectives on working with us.
Our client’s feedback
AI Model Dev & Data Annotation for Medical Device Co
“Their experience and understanding of medical image processing clearly set Graylight apart.”
Industry: Medical
Country: USA
Company size: 10,001+ Employees
Project type: AI development, custom software development, data annotation services
Project summary: Graylight Imaging Sp. z o.o. provided data annotation services for a medical device company. The team built an AI/ML model that could extract and classify anatomy imaging from patient scans.
FEEDBACK SUMMARY
Graylight Imaging Sp. z o.o. delivered a functioning inference model that met the client’s QA requirements and was validated by radiologists. The team delivered their solutions on time and within budget and communicated easily. Overall, their understanding of medical image processing stood out.
OPPORTUNITY/CHALLENGE
The goal of the project was to develop an AI model capable of accurately segmenting and classifying cervical spine vertebrae from patient scans to support clinical workflows and research applications.
SOLUTION
Why did you select Graylight Imaging Sp. z o.o. over others?
- Pricing fit our budget
- Great culture fit
- Good value for cost
- Company values aligned
How many teammates from Graylight Imaging Sp. z o.o. were assigned to this project?
2-5 Employees
The scope of work in detail with a summary of key deliverables
Graylight was responsible for (1) data annotation of medical imaging according to our rigorous protocol and (2) development of an AI/ML/DL model to extract anatomy of interest in accordiance with very specific, and challenging, accuracy requirements.
RESULTS & FEEDBACK
The measurable outcomes from the project that demonstrate progress or success
1. Annotated data sets that met our quality control requirements and validated by radiologists.
2. A functioning inference model that met our accuracy requirements when applied to expected use cases for our particular clinical application.
Project management, delivering items on time, and responding to clients’ needs
The Graylight team delivered their solutions on-time and on-budget. Whenever there were questions, communication was easy and straight-forward. Their work was of high-quality and met our needs with respect to development of a novel algorithm that required significant gold-standard training data curation and annotation.
Primary form of communication with Graylight Imaging Sp. z o.o.
- Virtual Meeting
- Email or Messaging App
What did you find most impressive or unique about this company?
Their experience and understanding of medical image processing clearly set Graylight apart from a traditional software development group and allowed them to improve our proposed approach and ultimately deliver a great solution.
Are there any areas for improvement or something Graylight Imaging Sp. z o.o. could have done differently?
No. I would not change anything as the engagement went well for us!
Strategic Planning Program Director, Medical Device Co
Custom Software Development for MedTech Company
“They have been our perfect partner.”
Industry: Medical
Country: Norway
Company size: 1-10 Employees
Project type: AI development, Custom software development
Project summary: Graylight Imaging Sp. z o.o. has developed a deep learning vision model for image analysis for a medical technology company. Now, the team is responsible for the model’s maintenance and further development.
FEEDBACK SUMMARY
Graylight Imaging Sp. z o.o. has met the client’s requirements for quality, cost, and timelines. The team has delivered the project on time as agreed and has shown a sincere interest in the client’s goals. Moreover, their deep understanding of the science and professional approach are exemplary.
OPPORTUNITY/CHALLENGE
What specific goals or objectives did you hire Graylight Imaging Sp. z o.o. to accomplish?
Graylight Imaging developed a deep learning vision model for medical image analysis, integrated it into the client’s device, and is now responsible for its maintenance and further development.
Why did you select Graylight Imaging Sp. z o.o. over others?
- Great culture fit
- Good value for cost
How many teammates from Graylight Imaging Sp. z o.o. were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
Development of algorithms and general functionality for our software.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
Requirements for quality, cost and timelines were met.
Describe their project management. Did they deliver items on time? How did they respond to your needs?
On time as agreed.
What was your primary form of communication with Graylight Imaging Sp. z o.o.?
Virtual Meeting
What did you find most impressive or unique about this company?
Sincere interest in what we are trying to achieve, deep understanding of the science and a very profesional approach.
Are there any areas for improvement or something Graylight Imaging Sp. z o.o. could have done differently?
No. So far they have been our perfect partner.
CTO, MedTech Company
Collaborating with Graylight was seamless despite the tight project timeline. All stages were efficiently executed according to the plan. GLI fully comprehended the project’s objective and provided valuable support with their technical and medical expertise. Their specialists successfully carried out several key tasks, including developing a predictive model for medical data analysis, conducting UX analysis, creating the application’s GUI, and preparing certification documentation. A truly remarkable partnership.
Benjamin Dodsworth
Co-founder & CSO/CTO at PIPRA AG
Working with Graylight has been a game-changer in our software projects. Their real expertise in software development, combined with robust computer science skills, allowed them to unravel complex problems effortlessly. What stands out is their proactive approach – always suggesting improvements and pushing beyond initial requirements. Their unique blend of quality and regulatory expertise adds immense value, delivering not just code but also quality documents that are a must for medical software. Communication is a breeze, always friendly and dependable making them the rare subcontractor you want to work with.
Frédéric Champ
Director – Technology Development at Biomodex
As a long-time collaborator of both Future-Processing and Graylight-imaging, I can recommend Graylight-imaging as a software company of excellence. They have demonstrated their proficiency in various cutting-edge technologies and their ability to apply them to diverse projects. Graylight Imaging team is professional and friendly and are easy to work with.
George Jachode
President, Imaging Engineering, LLC
