R&D Center WINSTARS.AI

BACKGROUND

Please describe your company and position.

I am the CEO of Tayra.ai

Describe what your company does in a single sentence.

Tayra.ai provides an AI assistant that helps clinicians instantly create medical notes and streamline documentation workflows.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire R&D Center WINSTARS.AI to accomplish?

We hired WINSTARS.AI to help us create an AI-powered medical documentation product and support its further development as our technical partner.

SOLUTION

How did you find R&D Center WINSTARS.AI?

Referral

Why did you select R&D Center WINSTARS.AI over others?

• High ratings
• Referred to me
• Company values aligned
• Other

How many teammates from R&D Center WINSTARS.AI were assigned to this project?

2-5 Employees

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

WINSTARS.AI worked with us to build our AI-powered medical documentation product, which turns visit audio and physician voice notes into structured medical records and helps reduce manual documentation for doctors. 
Their team was involved in the key technical parts of the solution, including transcription, text processing, medical note generation, ICD-10 tagging, and API integrations, and they also helped us implement it within our web platform. Over time, they became a reliable technical partner for us, continuing to support and improve the product as new needs and features came up.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

The biggest measurable outcome was that the solution helped reduce the time needed to prepare medical documents by up to 70%, which made the documentation process much faster for doctors. It also gave us a working product that could support more efficient patient visits and serve as a strong foundation for further growth and integrations.

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

Project management was clear and easy to follow, and they were always quick to respond when we had changes or new requests.

What was your primary form of communication with R&D Center WINSTARS.AI?

• In-Person Meeting
• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

They had strong AI expertise and understood the business context behind the product.

BACKGROUND

Please describe your company and position.

I am the BDM & Business Partnership of Peiko

Describe what your company does in a single sentence.

  Peiko is a company that develops the most demanding and technically complex web projects improving the quality of products for all the major IT markets in the world.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire R&D Center WINSTARS.AI to accomplish?

• We engaged WINSTARS.AI to help increase usage of our product features and improve user trust by implementing AI-based decision support.

SOLUTION

How did you find R&D Center WINSTARS.AI?

Clutch Site

Why did you select R&D Center WINSTARS.AI over others?

• Great culture fit
• Good value for cost

How many teammates from R&D Center WINSTARS.AI were assigned to this project?

6-10 Employees

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

  
We collaborated with WINSTARS.AI on an AI-based recommendation solution used to guide users in selecting parameters for trading instruments within our product. The team was involved beyond implementation and acted as a technical partner, contributing to the logic and structure of the solution. This included parameters related to risk level, usage settings, configuration thresholds, and decision options that directly affect how users interact with the functionality.

WINSTARS.AI worked on defining the decision logic, building the underlying AI components, and integrating the solution into our existing system. The delivered solution allows these parameters to be adjusted and extended over time without changes to the core product architecture.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

  The introduction of the AI-based recommendation logic led to higher usage of the related functionality. After rollout, we saw increased trading volume on the supported instruments and growth in the number of active users interacting with these features.

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

  Project communication was clear and mostly asynchronous. Tasks and priorities were agreed in advance, and changes were handled without major friction. Deliverables were provided within the agreed timelines.

What was your primary form of communication with R&D Center WINSTARS.AI?

Email or Messaging App

What did you find most impressive or unique about this company?

  Their deep technical understanding of AI, combined with a practical and business-oriented mindset, stood out.

Are there any areas for improvement or something R&D Center WINSTARS.AI could have done differently?

No

BACKGROUND

Please describe your company and position.

I am the CEO&Founder of CheckEye

Describe what your company does in a single sentence.

CheckEye -AI-powered mass screening solution to connect everyone to preventative healthcare

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire R&D Center WINSTARS.AI to accomplish?

• Development of an AI part of the solution with several neural networks and AWS infrastructure for automatic retraining and improvement of the models.
• Target initial accuracy >90%

SOLUTION

How did you find R&D Center WINSTARS.AI?

Recommendation

Why did you select R&D Center WINSTARS.AI over others?

Recommendation, high level of expertise in AI, professional work approach

How many teammates from R&D Center WINSTARS.AI were assigned to this project?

2-5 Employees

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

• Business analysis and definition of project requirements and goals.
• Research and selection of most suitable methods and technologies
• Creation of project architecture
• Preparation of annotation tool and instructing annotation team
• Preparation of training datasets
• Development of Classification neural network (NN) model
• Development of Segmentation NN model
• Building AWS infrastructure
• Integration of NN models into AWS infrastructure
• Integration with Patient Management System

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

 The project has been successfully launched in two regions and continues its growth.

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

The project was well led. We used an agile approach with regular planning and demonstration meetings. This allowed us to shape the product throughout the development process and achieve very good results in the end. Communication and coordination with other project members and teams were held on a high professional level.

What was your primary form of communication with R&D Center WINSTARS.AI?

• In-Person Meeting
• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Involvement and professionalism, which led to much better results, than we had initially expected. Continuous support after the completion of the project.

Are there any areas for improvement or something R&D Center WINSTARS.AI could have done differently?

 There was nothing they needed to improve on.

BACKGROUND

Please describe your company and your position there.

I work as a CMO at a Software Development Company

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire WINSTARS TECHNOLOGY R&D, and what were your goals?

Our company is building a larger ERP application for one of our customers. We needed a partner who can work on a construction and cost calculation module.

SOLUTION

How did you select this vendor and what were the deciding factors?

Winstart offered us their help with the visualization of the client's manufactured constructions on Unity. They provided experienced 3D Unity developers, UX Designers, and BAs to work on this module

Describe the scope of work in detail, including the project steps, key deliverables, and technologies used.

Using Unity for 3D visualization of the constructions, Wisntars created a module that runs beautifully in the web browser and provides visualization of the end product for the end customer's clients and resellers. This module is integrated with the ERP and provides cost calculations based on the materials and scope of work used in the visualization.

How many people from the vendor's team worked with you, and what were their positions?

We have 2 Unity 3D developers, 1UX/UI Designer, 1 3D designer, QA, and PM

RESULTS & FEEDBACK

Can you share any measurable outcomes of the project or general feedback about the deliverables?

The component that was built by Winstars is well-optimized for any workstation and covers very well-needed functionality.

Describe their project management style, including communication tools and timeliness.

We communicated through regular PM calls and Jira as a task management software. Everything was delivered on time and with high quality

What did you find most impressive or unique about this company?

We really appreciated Winstars ability to pick up on the existing project and integrate with the rest of the team to make sure that the piece of software that they build clicks with the rest of the application

Are there any areas for improvement or something they could have done differently?

Nothing I can think of

BACKGROUND

Please describe your company and position.

I am the Executive of UH AI

Describe what your company does in a single sentence.

Develop automated building assessment and design solutions.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire R&D Center WINSTARS.AI to accomplish?

• Research
• Algorithm developement
• Front end and deployment

SOLUTION

How did you find R&D Center WINSTARS.AI?

Online Search

Why did you select R&D Center WINSTARS.AI over others?

• Great culture fit
• Company values aligned

How many teammates from R&D Center WINSTARS.AI were assigned to this project?

2-5 Employees

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

Research and feasiblity study into the problem. Provide a MVP to demostrate the concept was possible to achieve, project ongoing. 

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Project milestones have been met to delivery funcationality largely on time and on budget. 

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

The project managment is professional and it is easy to communicate with their staff in English. So far most milestone have been met on time and on budget. 

What was your primary form of communication with R&D Center WINSTARS.AI?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

They are extremely competent and knowledgable. They're highly capable of solving problems and obviously experienced in the kind of work we've been asking them to do. One of the most appealing aspects is they are friendly and easy to work with. 

Are there any areas for improvement or something R&D Center WINSTARS.AI could have done differently?

Nothing significant or worthy of note.

BACKGROUND

Please describe your company and your position there.

I am the CEO of an Austrian Startup, that develops a software to discover, manage and improve employee skills.

OPPORTUNITY / CHALLENGE

For what projects/services did your company hire WINSTARS TECHNOLOGY R&D, and what were your goals?

We worked together with winstars since the founding of our startup. Our application proofed to be a huge project and we needed a team of quality software developers, while also managing our costs. Hiring locally in Austria would not have been financially possible.

SOLUTION

How did you select this vendor and what were the deciding factors?

We were actively looking for outstaffing companies and met Winstars during a B2B matchmaking event in Austria. The deciding factors where the price, the reliability and that we did not have a language barrier.

Describe the scope of work in detail, including the project steps, key deliverables, and technologies used.

Providing software developers, UX/UI designers, and testers over multiple years. The management happend remotely in Austria. Technologies were VueJs, PHP, and Figma.

How many people from the vendor's team worked with you, and what were their positions?

In total nine different people with the positions:

• Software developer
• Tester
• UX/UI designer.

RESULTS & FEEDBACK

Can you share any measurable outcomes of the project or general feedback about the deliverables?

The software was successfully developed and is now a live product with happy customers.

Describe their project management style, including communication tools and timeliness.

For communication we used Microsoft Teams, Telegram and Notion. Project management happend on our side.

What did you find most impressive or unique about this company?

Their flexibility greatly helped us during a critical startup phase. (upscaling and downscaling of developers)

Are there any areas for improvement or something they could have done differently?

No