Graylight Imaging Sp. z o.o.

BACKGROUND

Please describe your company and position.

I am the Strategic Planning Program Director of a medical company 

Describe what your company does in a single sentence.

From the world's smallest pacemaker to closed-loop diabetes management, we transform the lives of millions worldwide as one of the largest Medical device companies.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Graylight Imaging Sp. z o.o. to accomplish?

• 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

How did you find Graylight Imaging Sp. z o.o.?

Online Search

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

Describe the scope of work in detail. Please include a summary of key deliverables.

Grey Light 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

What were 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.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

The Grey Light 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.  

What was your 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!

BACKGROUND

Please describe your company and position.

 I am the CTO of a medical company 

Describe what your company does in a single sentence.

MedTech

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.

SOLUTION

How did you find Graylight Imaging Sp. z o.o.?

Referral

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.