Jagan Solutions

What Jagan Solutions does

Jagan Solutions is a private AI/ML and Scientific Computing consultancy headquartered in Gdynia, Poland, founded in 2016 by CEO Jacek Aleksander Gruca. The firm operates as a boutique practice of approximately seven named team members, delivering custom-tailored machine learning, computer vision, NLP, generative AI, and optimization solutions to clients across finance, healthcare, e-commerce, data/AI art, pharma, and academic research. Its portfolio is organized around three primary service modules — Intelligent Visual Processing (Computer Vision), Automated Language Processing (NLP), and AI-Powered Content Generation (Generative AI) — together with a Scientific Computing & Optimization practice spanning operations research, linear programming, genetic algorithms, simulation, and quantum-information research (e.g., Bell inequalities work for the University of Gdansk).

The underlying technology stack centers on Python (TensorFlow, PyTorch, Keras, OpenCV, scikit-learn, NumPy, SciPy, Pandas, Jupyter) with Apache Spark (Scala/Java) for distributed ML, C/C++ for performance-critical workloads, and JavaScript/Node.js for web integration. Reusable pre-built solutions include a Creditworthiness Assessment tool, an ensemble NLP pipeline for unstructured/semi-structured data (delivered for Ivy Data), a Health Insurance Fraud Detection system (supervised/deep learning for upcoding and fabricated claims), and a Face Reenactment (Synthetic Video) product exposed via FastAPI and a Streamlit web UI. The firm complements services with open-source research output, notably the JaGAN GAN training framework (Bitbucket) and a Spark-based credit-card fraud classifier (GitHub), alongside an in-house article and white-paper library.

Jagan Solutions generates revenue primarily through project-based professional services engagements, with custom quotes following a complimentary consultation and solutions integrated into client cloud or on-premise infrastructure. Repeat-client relationships (e.g., three projects with Streamster, two with Oferteo S.A.) and explicit references to onboarding, training, and ongoing technical assistance suggest a managed-services component beyond initial delivery. Distribution is direct-only — website contact form, email ([email protected]), phone, and Skype — with no resellers, marketplaces, or third-party channels; lead generation is reinforced by content marketing, Clutch 5.0/5.0 third-party validation, and a 2023/2024 Eastern Europe Prestige Award for AI Solutions Provider of the Year.

Name

Jagan Solutions

Legal name

Jagan Solutions

Website

https://jagansolutions.com

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

1–10 employees

Short description

Jagan Solutions is a boutique Polish AI/ML and Scientific Computing consultancy founded in 2016, serving finance, healthcare, e-commerce, and research clients with custom computer vision, NLP, generative AI, and optimization solutions delivered through direct project engagements.

Ownership category

akta.pro rank

Headquarters

HQ city

Gdynia

HQ country

Poland

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Custom AI/ML and Scientific Computing consulting projects: Project-based professional services engagements where the firm designs, develops, and delivers tailored AI/ML and optimization solutions for clients. Engagements span multiple projects with the same client (e.g., Streamster hired for three different projects).
2. Integration and deployment services: Integration with client infrastructure (cloud-based or in-house systems), including onboarding, training, and ongoing technical assistance for healthcare AI implementations. Suggests recurring support / managed services revenue alongside initial delivery.
3. Open-source and thought leadership (indirect lead generation): Publishing articles, white papers, and the open-source JaGAN project to attract and convert clients; not a direct revenue stream but fuels inbound project work.

Pricing tiers

Go-to-market motion3 records

Distribution channels3 records

Marketing channels7 records

Core offering

Jagan Solutions designs, develops, and delivers custom AI/ML and Scientific Computing solutions for clients across finance, healthcare, e-commerce, pharma, and research. The offering is organized around three core service pillars (Intelligent Visual Processing / Computer Vision, Automated Language Processing / NLP, and AI-Powered Content Generation / Generative AI) plus a Scientific Computing & Optimization practice, with pre-built solutions such as Creditworthiness Assessment, NLP of Unstructured Data, Health Insurance Fraud Detection, and Face Reenactment.

Product overview

Jagan Solutions is a single-vendor AI/ML consulting and solutions firm headquartered in Gdynia, Poland (with founder background in London and Columbia University), offering a portfolio organized as a small platform of three core service modules — Intelligent Visual Processing (Computer Vision), Automated Language Processing (NLP) and AI-Powered Content Generation (Generative AI) — together with a Scientific Computing & Optimization practice and a set of pre-built, repeatable solutions built on top of those modules (Creditworthiness Assessment, NLP of Unstructured and Semi-structured Data, Fraud Detection in Health Insurance, and the Synthetic Video / Face Reenactment offering delivered through an API and web UI). The Intelligent Visual Processing, NLP and Generative AI modules are presented as the company's three primary service pillars on the homepage and Services page, while the pre-built solutions (Creditworthiness Assessment, NLP for unstructured data, Health Insurance Fraud Detection and Face Reenactment) are concrete offerings that combine those pillars with the Scientific Computing practice; JaGAN is the firm's first open-source GAN research project layered on top of this portfolio.

Differentiator

Problem solved

Functional benefit

Brands

• JaGAN: First open-source Machine Learning research project of Jagan Solutions, introduced to help automate the process of building a custom image dataset and training a GAN model to produce auto-generated images.

Products and services

• Intelligent Visual Processing (Computer Vision)

Quantifiable outcome

• Clutch average review rating of 5.0/5.0
• +3 more outcomes

Named customers5 records

Segments6 records

Ideal customer profiles5 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

AI capability13 records

Feature7 records

Partnerships

Four partnerships are on record, tiered core and flagship.

• ClutchcoreGTM or Marketing PartnerJagan Solutions maintains a public Clutch profile (clutch.co/profile/jagan-solutions) with a 5.0/5.0 average review rating. The Clutch logo, rating, and a 'Read Clutch reviews' CTA are prominently featured in the header of every page of jagansolutions.com, functioning as ongoing third-party validation and a lead-generation channel.
• University of GdanskflagshipStrategic or Co-development PartnerResearch collaboration in which Jagan Solutions performed an optimization task to discover properties of quantum entangled states (Bell inequalities). Implemented in C++ for maximum computational efficiency, using random unitary matrices to broaden applicability. Endorsed publicly by Prof. Wiesław Laskowski on the testimonials page. Founder Jacek Aleksander Gruca is a University of Gdansk alumnus (MSc 2009; PhD 2019).
• StreamstercoreStrategic or Co-development PartnerRepeat client relationship spanning three separate software development projects. Streamster's Sergiy Yashchenko publicly endorses Jagan Solutions on the testimonials page, praising the team's flexibility, project management, and ability to adapt to changing specifications.
• Oferteo S.A.coreStrategic or Co-development PartnerTwo AI/ML predictive model development projects for Oferteo's marketplace business. Przemysław Dziemieszkiewicz publicly endorses Jagan Solutions on the testimonials page, noting their iterative approach, knowledge sharing, and responsiveness.

Scale indicators7 records

Recent moves5 records

Expansion highlights6 records

Broad incumbents

• Accenture (Applied Intelligence): Global consulting giant with a large AI/ML practice delivering custom AI solutions across industries. Represents the large-incumbent option enterprise buyers compare boutique AI consultancies against; competes for the same AI transformation RFPs that Jagan targets at smaller scale.
• BCG GAMMA: Boston Consulting Group's data science and AI consulting arm. Broad incumbent in the enterprise AI services market, directly competing with boutique AI consultancies for mid-market and enterprise transformation mandates.
• McKinsey QuantumBlack: McKinsey's AI and advanced-analytics arm delivering enterprise AI solutions globally. Broad incumbent that competes with boutique AI firms on enterprise AI engagements and often partners with or absorbs smaller specialists.

Direct peers

• Datatonic: UK boutique AI/ML consultancy focused on data engineering, ML, and MLOps for enterprise clients. Comparable custom-solution, project-based model and similar talent-led positioning to Jagan Solutions.
• Faculty AI: London-based boutique AI consultancy offering custom ML solutions to enterprise clients across sectors. Directly comparable to Jagan in scale, boutique custom-AI model, and enterprise-focused delivery, though larger team and UK base.
• Mind Foundry: Oxford-origin AI consultancy building ML platforms and bespoke enterprise AI solutions. Comparable custom-AI boutique model with academic-credibility positioning similar to Jagan's PhD-led profile.
• Cambridge Consultants: Deep-tech consultancy combining AI, optimization, and scientific computing for enterprise and research clients. Directly comparable in the AI + scientific computing blend that differentiates Jagan, though at significantly larger scale.

Emerging players

• DataRobot: AI platform vendor offering automated machine learning and MLOps with professional services. Represents the productized-AI alternative to bespoke consulting like Jagan's, increasingly competing for the same enterprise ML budgets.

Regional players

• NeuroSYS: Polish software house with AI/ML capabilities, headquartered in Poland. Regionally comparable Central European AI delivery capacity and lower-cost delivery model that competes for the same talent pool and nearshoring demand.
• DLabs AI: Polish AI/data consultancy delivering custom ML solutions to European clients. Regional peer with very similar boutique custom-AI model and Central European delivery base.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks7 records

Key highlights7 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 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 Jagan Solutions