R&D Center WINSTARS.AI

What R&D Center WINSTARS.AI does

R&D Center WINSTARS.AI is a privately held AI research and development firm founded in 2016 and headquartered in Vinnytsia, Ukraine, with a representative office at 1481 Folsom St in San Francisco, USA. The company operates a B2B model in which it guides enterprises through AI adoption via three offerings: AI strategy and transformation consulting, custom AI development, and team extension (embedding its data scientists and ML engineers into client teams), supplemented by a portfolio of ready-to-implement AI platforms.

Its technical capabilities span computer vision (CNN-based diabetic retinopathy classification in CheckEye, U-Net and Mask R-CNN hemangioma segmentation, biopsy analysis, sperm tracking reported at 90% accuracy, and vision for a solar panel cleaning robot), NLP and large language models (RAG/GraphRAG document search, Agentic AI customer service chatbots, emotional support chatbot), speech processing (Speech-to-Text powering Tayra.ai medical documentation), and predictive analytics. The company employs 50+ AI engineers with 25% holding PhDs and reports 100+ delivered projects across 12 countries, with named product and partnership references including the World Health Organization, the State Space Agency of Ukraine, and the Ministry of Digital Transformation of Ukraine.

Commercially, WINSTARS.AI sells primarily through direct enterprise sales, quote-based engagements, and multi-year professional services contracts, with no publicly disclosed pricing. Recognition includes Clutch's 2024 AI Security Management and Global Fall awards, 2023 Generative AI top-company listing, and a 2026 StartupWorldCup second place for Tayra.ai. Revenue, funding history, and customer concentration are not publicly disclosed, and ownership appears founder-managed with no external institutional investors identified in the source material.

Name

R&D Center WINSTARS.AI

Legal name

WINSTARS.AI

Website

https://winstars.ai

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

51–100 employees

Short description

WINSTARS.AI is a Ukrainian-founded AI R&D center that guides enterprises through AI transformation via consulting, custom development, team extension, and ready-to-deploy AI products spanning healthcare, computer vision, NLP, and generative AI.

Ownership category

akta.pro rank

Product category

AI Services and Custom AI Development

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (5415)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Programming Services (7371)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

Keywords

• AI consulting services
• Custom AI development
• Computer vision solutions
• Medical imaging AI
• AI team extension

Headquarters

HQ city

Vinnytsya

HQ country

Ukraine

HQ region

Europe

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. AI Strategy Consulting: Professional consulting services for AI transformation roadmaps, strategy development, and data-driven decision-making frameworks. Revenue generated through project-based engagements.
2. Custom AI Development: Tailored AI solutions and applications built to client specifications. Includes machine learning solutions, computer vision systems, NLP applications, and bespoke AI products.
3. Team Extension Services: Provision of top-tier AI specialists, data scientists, and software engineers who integrate into client teams. Revenue model based on professional service fees.
4. Ready-to-Implement AI Platforms: Pre-built AI products deployed to businesses for immediate value realization. Includes implementation and ongoing support services.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels8 records

Core offering

R&D Center WINSTARS.AI is a B2B AI research and development partner that guides enterprises through AI transformation via three service pillars: (1) AI Strategy & Transformation Roadmap consulting, (2) Ready-to-implement AI Platforms (e.g., CheckEye for diabetic retinopathy, AI-powered document search, AI chatbot for customer service), and (3) Custom AI Development and Team Extension that embeds top-tier data scientists and ML engineers into client teams. The company delivers Computer Vision, NLP/LLM, Generative AI, Speech-to-Text, and Big Data solutions across healthcare, agriculture, energy, e-commerce, defense, and government sectors.

Product overview

R&D Center WINSTARS.AI is a Research and Development Center that guides enterprises through AI transformation. Founded in 2016, the company offers a portfolio of specialized AI products and professional services. Their product portfolio includes healthcare AI solutions (CheckEye for diabetic retinopathy detection, Hemangioma detection, AI-powered biopsy analysis, AI assistant for sperm tracking, Tayra.ai for doctor documentation), enterprise AI tools (AI-powered document search, AI chatbot for customer service), and various sector-specific applications (Skilltree for employee skills tracking, Lapsim surgical simulator, Sunset worker solar panel cleaning robot, agricultural solutions). The company provides three core service offerings: AI Strategy & Transformation Roadmap (consulting), Ready-to-implement AI Platforms (pre-built solutions), and Custom AI Development with Team Extension (tailored solutions with embedded specialists). Their AI expertise spans computer vision, NLP/chatbots, generative AI, speech processing, and knowledge retrieval across healthcare, agriculture, e-commerce, and government sectors.

Differentiator

Problem solved

Functional benefit

Brands

• Tayra.ai: An AI assistant that autonomously fills out patient records in the Healthcare Information System (HIS) during consultations. Developed in partnership with WINSTARS.AI.

Products and services

• CheckEye Cloud-based AI solution that detects diabetic retinopathy from photographic images of the eye fundus using ML/AI. Uses CNN for classification and segmentation to identify retinopathy stages and isolate retinal regions (blood vessels, microaneurysms, exudates), targeted at healthcare providers and health-tech startups.
• Tayra.ai AI assistant that autonomously fills patient records in Healthcare Information Systems during doctor-patient consultations. Listens to conversations, converts them to text, extracts key medical information, and auto-completes medical forms using Speech-to-Text and LLM technologies; targeted at clinicians and healthcare providers.
• AI-Powered Document Search Modern AI-based tool for convenient and accurate search across large arrays of documents. Features automatic file sorting, smart natural language search understanding, and instant key information highlighting using RAG, GraphRAG, and LLM technologies; targeted at enterprises with large document repositories.
• AI Assistant for Sperm Tracking AI tool that tracks spermatozoa movement, concentration, and shape using neural networks and tracking modules, providing precise analysis with 90% accuracy in classifying head defects; targeted at reproductive health diagnostics labs and clinics.
• Hemangioma Detection AI solution for fast and accurate hemangioma detection on medical images using U-Net and Mask R-CNN for skin health segmentation and tracking of treatment progress via size and color variation; targeted at dermatology and clinical diagnostics providers.
• AI-Powered Biopsy Analysis AI tool that automates biopsy diagnostics using deep learning models for tissue sample detection, segmentation, abnormality detection, and automated classification of tissue anomalies (normal, precancerous, malignant); targeted at pathology labs and clinical diagnostics providers.
• Emotional Support Chatbot AI-driven chatbot providing emotional support to alleviate loneliness and improve mental well-being, featuring personalized conversations with memory integration, real-time sentiment analysis, and visual engagement via image generation; targeted at mental health providers and consumer wellness platforms.
• AI Chatbot for Customer Service Conversational AI that automates customer service queries using RAG for policy-based responses, intent detection, and smart escalation to human agents, scaling to handle large volumes simultaneously; targeted at enterprises with customer service operations.
• AI Strategy & Transformation Roadmap (Consulting Service) Consulting service that helps enterprises assess AI potential and develop tailored roadmaps for AI transformation, including data-driven strategy and machine learning solution design; targeted at organizations beginning or scaling their AI journey.
• Custom AI Development and Team Extension Tailored AI development and embedded team extension service providing top-tier AI specialists, data scientists, and software engineers who integrate into client teams to accelerate innovation and ensure success of AI initiatives; targeted at enterprises lacking internal AI capacity.

Quantifiable outcome

• Sperm tracking AI achieves 90% accuracy in head defect classification
• +1 more outcomes

Named customers3 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability11 records

Feature9 records

Partnerships

Ten partnerships are on record, tiered moderate and core.

• CivittamoderateGTM or Marketing Partner · 24 June 2026Co-organized AI/GovTech Hackathon Ukraine-Estonia. Civitta is an international management consulting firm supporting public sector innovation.
• Estonian Centre for International Development (ESTDEV)moderateGTM or Marketing Partner · 24 June 2026Organizational partner for AI/GovTech Hackathon Ukraine-Estonia. ESTDEV supports international development cooperation between Estonia and Ukraine.
• Tayra.aicoreStrategic or Co-development Partner · 5 June 2026Joint development of Tayra.ai - an AI assistant for doctors that autonomously fills out patient records in Healthcare Information Systems. WINSTARS.AI provides technological expertise and development resources.
• Trident GroupmoderateStrategic or Co-development Partner · 20 May 2026Showcased Trident Group as a leading startup at Deep Tech Atelier 2026. Partnership in developing defense and deep tech innovations.
• Ministry of Digital Transformation of UkrainecoreStrategic or Co-development PartnerGovernment partnership supporting digital transformation initiatives in Ukraine. WINSTARS.AI contributes to national AI strategy and innovation ecosystem development.
• State Space Agency of UkrainecoreStrategic or Co-development PartnerCollaboration on space technology projects leveraging AI capabilities for satellite data analysis and space-related applications.
• World Health OrganizationcoreStrategic or Co-development PartnerPartnership contributing to global health initiatives through AI-powered healthcare solutions and medical technology development.
• AHK (German-Ukrainian Chamber of Commerce)moderateGTM or Marketing PartnerTrade partnership facilitating business connections between German and Ukrainian companies in the technology sector.
• Advantage AustriamoderateGTM or Marketing PartnerAustrian trade and investment promotion partnership supporting business development in Austrian markets.
• CUTIS (Ukrainian Investment Promotion Office)moderateGTM or Marketing PartnerPartnership with Ukrainian investment promotion organization supporting investment attraction and international business development.

Scale indicators5 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Markovate: Custom AI development company offering AI consulting, generative AI, computer vision, and team extension services, with overlapping service portfolio and similar target customers.
• LeewayHertz: AI development services and custom AI solutions company offering similar custom AI engineering, generative AI, and team extension services to enterprise clients across healthcare, finance, and other verticals.
• Quantiphi: AI/ML engineering services and custom AI development firm with similar enterprise-focused AI transformation consulting, computer vision, NLP, and applied AI product offerings.
• Tiger Analytics: Data and AI services company providing custom AI/ML solutions, computer vision, NLP, and analytics consulting to enterprises, directly comparable in service mix and customer profile.
• InData Labs: AI/ML consultancy specializing in computer vision, NLP, and predictive analytics with similar project-based custom AI development model for mid-market and enterprise clients.
• Talentica Software: AI/ML development services firm providing custom machine learning, computer vision, and data engineering solutions, comparable in technology stack and customer engagement model.
• SoluLab: AI and software development services company offering similar custom AI solutions, generative AI development, and enterprise AI transformation consulting.
• Azumo: Custom software and AI development services firm with comparable team extension, custom AI/ML engineering, and enterprise-focused delivery model.

Broad incumbents

• Accenture AI Services: Global professional services incumbent that competes for the same enterprise AI transformation, strategy consulting, and custom AI development engagements, but at much larger scale and across a broader portfolio.
• Deloitte AI & Data: Big Four advisory firm with an applied AI services practice that competes with WINSTARS.AI on enterprise AI strategy, custom development, and transformation roadmaps at a much larger scale.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/@winstars_ai?si=C1jaOcmGUw2spmbT
• Facebookfacebook.com/winstars.tech
• LinkedInlinkedin.com/company/winstars-tecnology
• Instagraminstagram.com/winstars_ai
• Xx.com/winstarstech

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles6 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about R&D Center WINSTARS.AI