Top Data Science
Top Data Science is a Finland-based AI consultancy delivering industrial computer vision, production optimization, and generative AI solutions to enterprise and public-sector clients across Europe and Asia, with 100+ projects executed since 2016.
- Company typePrivate
- Founded2016
- HeadquartersHelsinki, Finland
- Headcount11–50
- GTM typeB2B
- OfferingServices
What Top Data Science does
Top Data Science Oy is a Finland-based (Espoo) private AI consultancy founded in 2016 that delivers computer vision, business and production optimization, and generative AI solutions to industrial, healthcare, energy, and public-sector clients. The company combines four capability areas — Industrial Computer Vision, Business and Production Optimization, Foundation Models and Generative AI, and Application Frameworks — and packages them as a six-stage consultative service offering spanning AI Insights, Automation Potential identification, Data Assessment, AI Development Projects, Deployment/Operations/Support, and Consultancy. Its underlying technology includes a proprietary modular Computer Vision Application Framework (GStreamer-based video pipelines, containerized for cloud or edge deployment, with REST and OPC UA interfaces) and the AISA situational-awareness framework, plus named model components such as RTMDet, FastFlow unsupervised anomaly detection, and apriltag-based geometric correction. The business operates primarily on custom, project-based professional services engagements with non-public, quote-based pricing, executed through consultative direct enterprise sales. Notable production deployments include Brose's global weld-seam inspection, Stora Enso's Computer Vision Platform (CVP) with internal model marketplace, Metsä Fibre's SAMPO S&OP optimization for sawn timber, HUS Hospital's prostate cancer-AI, and a Trimble Feedback AI extension processing ~13,000 municipal citizen feedbacks per year. The firm previously operated as a Morpho, Inc. group company (Tokyo-listed imaging AI firm) from 2018 until March 28, 2025, when employees executed a buyout taking majority ownership; Morpho retained a minority stake. The company has executed 100+ projects, serves clients across Finland, Japan, the US, South Korea, China, and Vietnam, and operates a 11-50 person international team.
Top Data Science firmographics
Firmographics- Name
- Top Data Science
- Legal name
- Top Data Science Oy
- Website
- https://topdatascience.com
- Company type
- Private
- Founded year
- 2016
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Top Data Science is a Finland-based AI consultancy delivering industrial computer vision, production optimization, and generative AI solutions to enterprise and public-sector clients across Europe and Asia, with 100+ projects executed since 2016.
- Ownership category
- akta.pro rank
Top Data Science industry classification
Industry- Product category
- AI Consulting Services
- NAICS
- Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- AI/ML Engineering & Model Development Services (BPAEAHAF)
- akta.pro secondary industries
- Data, Analytics & AI Consulting (BPAHAEAF), Advanced Analytics & Data Science Services (BPAEAHAE), End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), Medical Imaging AI (HDAAAEAH)
Keywords
Where Top Data Science is headquartered
LocationHeadquarters
- HQ city
- Helsinki
- HQ country
- Finland
- HQ region
- Europe
Offices5 records
Markets served
Top Data Science business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
Revenue model
- AI Consultancy and Professional Services: Consultative AI services covering the full life-cycle of AI utilization from technology insights to production-grade solution deployment and ongoing support.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels6 records
Top Data Science product offering
Product offeringCore offering
Top Data Science provides consultative AI services and custom AI development for industrial, healthcare, energy, and public-sector clients, covering the full AI lifecycle from insights and data assessment through production deployment and ongoing operations. The company builds modular industrial computer vision applications, business and production optimization solutions (notably S&OP planning), and foundation model/Generative AI applications on its proprietary application frameworks, delivered to enterprise customers globally.
Product overview
Top Data Science provides a comprehensive portfolio of AI consulting services and technology solutions. The service offering includes AI Insights, Identifying Automation Potential, Data Assessment, AI Development Projects, Deployment/Operations/Support, and Consultancy. The technology portfolio is organized around four core capabilities: Industrial Computer Vision, Business and Production Optimization, Foundation Models and Generative AI, and Application Frameworks. Key products include the Computer Vision Application Framework (a modular software framework for building computer vision pipelines), Computer Vision Platform (CVP) for enterprise-wide deployment, SAMPO (AI-based S&OP optimization), and specialized solutions for healthcare (AMPHABIO HT), municipal services (Trimble Feedback AI), and privacy-preserving video analytics. The company serves clients from proof-of-concept to production-grade deployments across multiple industries.
Differentiator
Problem solved
Functional benefit
Products and services
- AI Insights Consultative service for organizations at any stage of AI adoption, sharing insights on the latest AI technology developments relevant to the customer's business.
- Identifying Automation Potential & Selecting Right Approach Expertise service that formulates the customer's business problem, quantifies value, and selects the right AI approach and path forward for automation.
- Data Assessment Profound data analysis and practical recommendations to secure successful AI utilization within the customer organization.
- AI Development Projects Project-based development engagements that transform a customer's problem and business need into a pre-defined AI-based deliverable.
- Deployment, Operations and Support Services that scale AI-based value creation across the customer organization and secure continuous, fluent use of the deployed AI technology in business operations.
- Consultancy Flexible high-quality consulting services to help customers with any AI-related problem or business need.
- SAMPO AI-based Sales and Operations Planning (S&OP) optimization solution that performs multi-variable optimization to maximize revenue from forecast wood supply, accounting for complex production alternatives and customer demand. Built for Metsä Fibre's sawn timber business.
- Computer Vision Platform (CVP) Intuitive enterprise platform service that enables users to deploy, fine-tune, and share computer vision models across an organization, including an application library and internal marketplace for model reuse. Originally developed with Stora Enso.
- Computer Vision Application Framework Proprietary software framework supporting development and deployment of modular computer vision pipelines with GStreamer-based high-performance video processing, containerized for cloud or edge deployment, and supporting standard interfaces such as REST APIs and OPC UA.
- AMPHABIO HT PCR COVID-19 KIT High-throughput PCR COVID-19 testing solution powered by AI software that analyzes complex melting data from PCR assays to detect SARS-CoV-2 with higher sensitivity than standard tests, approved by the Vietnamese Ministry of Health.
- Trimble Feedback AI Extension AI extension for the Trimble Feedback municipal solution that automatically interprets citizen feedback content and guides users to relevant information, helping authorities process feedback more efficiently. Deployed with the City of Jyväskylä and the City of Lahti.
- Crowd Counting Solution Privacy-preserving AI video analysis solution co-developed with Morpho, Inc. and Secure Co., Ltd that determines visitor counts, distances, and density information using image-to-image learning and 2D density probability predictions without identifying individuals. Used in Japan for crowd counting and social distancing monitoring.
Quantifiable outcome
- Up to 50% reduction in testing costs with AI-based PCR analysis
- +3 more outcomes
Companies that use Top Data Science
Customer profileNamed customers10 records
Segments4 records
Ideal customer profiles4 records
Top Data Science technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability12 records
Feature4 records
Top Data Science partnerships and signals
Strategic signalPartnerships
Twelve partnerships are on record, tiered key, core and minor.
- JAY PartnerskeyThree-party collaboration model with Metsä Fibre and Top Data Science for developing AI-based S&OP optimization solution. JAY Partners oversaw that business requirements were captured and industrial logic was implemented in the optimization engine.
- Morpho AI Solutions, Inc.keyPartnership for remote analog meter reading solution in Japan. Morpho AI Solutions utilizes its proprietary Duranta solution while Top Data Science provides computer vision expertise for meter reading.
- TrimblekeyCo-development of AI extension for Trimble Feedback solution with Top Data Science, City of Jyväskylä, and City of Lahti. AI extension automatically interprets citizen feedback content and guides users to relevant information.
- NokiakeyAISA (AI based Situational Awareness) project under Nokia-led Veturi program, funded by Business Finland. Consortium includes Nokia Technologies, Valmet Automation, Mirka, Insta Advance, Ficolo, Top Data Science, and University of Tampere.
- Stora EnsokeyCollaboration to develop Computer Vision Platform (CVP) enabling Stora Enso to scale computer vision models across operations. The platform allows users to deploy, fine-tune, and share computer vision models through an intuitive marketplace.
- Vietnam Military Medical University (VMMU)keyCollaboration with VMMU and Ampharco USA to develop AI-based PCR testing solution for SARS-CoV-2 detection. AI software analyzes complex melting data from PCR assays to identify infected samples with high sensitivity.
- Ampharco USAkeyPartnership for developing high-throughput PCR COVID-19 testing solution using AI analysis. Ampharco provides the testing kit technology while Top Data Science provides AI software for analysis.
- BrosekeyCollaboration to develop Weld Seam Inspection AI solution for automotive quality control. Brose is a leading global automotive supplier with 25,000 employees and 65 locations in 24 countries. Solution being rolled out to multiple Brose production sites globally.
- Morpho, Inc.coreMorpho, Inc. is a minority owner of Top Data Science. The partnership combines Morpho's world-fastest deep learning engine and imaging AI technologies with Top Data Science's AI service delivery. Morpho has provided image recognition technologies to major smartphone providers and chip manufacturers globally with over 3.5 billion licenses sold as of 2021.
- Healthtech FinlandminorTop Data Science has been a member of Healthtech Finland since 2017. The organization supports growth and internationalization of healthcare technology companies and provides networking opportunities in the Finnish healthcare ecosystem.
- BetolarkeyCo-creation collaboration to develop cloud-based AI solution for Betolar's geopolymer construction materials R&D. Solution enables utilization of state-of-the-art ML algorithms and mathematical optimization methods.
- Secure Co., LtdkeyCo-development partnership with Top Data Science and Morpho Inc. for privacy-preserving AI video analysis solution for crowd counting and social distancing monitoring in Japan.
Scale indicators3 records
Recent moves7 records
Expansion highlights5 records
Top Data Science competitors and assessment
Company assessmentDirect peers
- Silo.AI: Finland-based AI consulting and engineering firm offering custom AI solutions and MLOps services across Europe; the closest direct peer to Top Data Science given overlapping Finnish-Nordic roots, services-led model, and industrial enterprise customer base.
- Robovision: Belgian industrial computer vision platform provider that, like Top Data Science, focuses on no-code/low-code CV deployment for manufacturing quality inspection, defect detection, and process automation.
- Landing AI: US-based industrial computer vision company (founded by Andrew Ng) offering the LandingLens platform for manufacturing visual inspection; competes in the same industrial CV niche with proprietary tooling and a focus on visual quality control.
- Cognite: Norway-headquartered industrial AI and data platform serving asset-heavy industries (energy, manufacturing, process) with industrial dataops and computer vision capabilities, directly comparable in target verticals and European industrial customer base.
- Neurala: US-based industrial AI company specializing in vision AI for manufacturing quality inspection; comparable scope of CV applications (defect detection, assembly verification) and similar enterprise sales motion to manufacturers.
- Datatonic: UK-based AI and data engineering consultancy building ML platforms and production-grade AI solutions for large enterprises; comparable services-led model, GCP/MLOps expertise, and emphasis on MLOps and data platform delivery.
Broad incumbents
- Sight Machine: US-based manufacturing analytics platform combining AI, CV, and time-series data for factory optimization; broader platform play but overlapping in industrial CV and production optimization for similar customer profiles.
- Element AI (ServiceNow): Acquired by ServiceNow, this was a Montreal-based AI solutions provider that built custom AI applications for enterprises; comparable AI services and deployment model for large enterprise customers across multiple industries.
Emerging players
- Peltarion (now part of Axis): Stockholm-based AI operational platform enabling enterprises to build and deploy ML models; comparable in Nordic roots and target enterprise buyers, though more focused on horizontal MLOps than Top Data Science's industrial CV specialization.
- SparkCognition: US-based industrial AI company providing computer vision and predictive maintenance solutions for manufacturing, energy, and defense; overlaps in industrial CV, anomaly detection, and asset-heavy industry use cases.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
Top Data Science social profiles
Digital presenceTop Data Science financial estimates
Financial estimateRevenue estimate
Valuation estimate
Top Data Science leadership team
Management profileNumber of profiles
Profiles4 records
Top Data Science funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Top Data Science M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Top Data Science
What does Top Data Science do?
Top Data Science provides consultative AI services and custom AI development for industrial, healthcare, energy, and public-sector clients, covering the full AI lifecycle from insights and data assessment through production deployment and ongoing operations. The company builds modular industrial computer vision applications, business and production optimization solutions (notably S&OP planning), and foundation model/Generative AI applications on its proprietary application frameworks, delivered to enterprise customers globally.
Is Top Data Science a public or private company?
Top Data Science is a private company. It is classified as management employee owned and is currently operating.
When was Top Data Science founded?
Top Data Science was founded in 2016. It employs 11 to 50 people.
Where is Top Data Science based?
Top Data Science is headquartered in Helsinki, Finland, in the Europe region.
How does Top Data Science make money?
One revenue line is on record: AI Consultancy and Professional Services.
Who are Top Data Science's main competitors?
Direct peers on record are Silo.AI, Robovision, Landing AI, Cognite, Neurala and Datatonic. Broad incumbents are Sight Machine and Element AI (ServiceNow). Emerging players are Peltarion (now part of Axis) and SparkCognition.
Does Top Data Science have an API?
No public API is recorded for Top Data Science.
What industry is Top Data Science in?
Top Data Science's product category is AI Consulting Services. Its primary akta.pro industry code is BPAEAHAF, AI/ML Engineering & Model Development Services, with a secondary code of BPAHAEAF, Data, Analytics & AI Consulting. Its NAICS code is 541511 and its SIC code is 7370.