Modulai
Modulai is a Stockholm-based applied AI consultancy that builds end-to-end production-ready machine learning systems for European enterprise clients across finance, life sciences, manufacturing, retail, gaming, and media, using computer vision, NLP, recommender systems, and generative AI.
- Company typePrivate
- Founded2018
- HeadquartersStockholm, Sweden
- Headcount11–50
- GTM typeB2B
- OfferingServices
What Modulai does
Modulai is a Stockholm-based applied AI consultancy founded in 2018 that delivers end-to-end machine learning and AI development services to European enterprise clients. The firm operates as a project-based professional services organization, building custom production-ready ML systems spanning computer vision (object detection, image segmentation, video analytics), natural language processing (speech-to-text, NER, topic modeling, sentiment), recommender systems, time-series classification, graph neural networks, and generative AI solutions including multi-agent RAG architectures. Its portfolio includes specialized applications such as Leapfrog AI (a fine-tuned GPT-4 agent embedded in Optilogic's Cosmic Frog supply chain platform), real-time esports video analytics for Abios Gaming, automated timber quality grading for Tracy of Sweden (90% accuracy, sub-second inference), atrial fibrillation detection from ECG data for Zenicor Medical Systems, and recommender systems for Lindex and Ahlsell that delivered +35 MSEK annual and 5-10 MSEK monthly revenue uplifts respectively.
The company generates revenue through project-based professional services engagements with enterprise clients including Klarna, Nordea, Scania, Lindex, Ahlsell, EQT, Bonnier, Optilogic, and academic partners such as Uppsala University. Modulai employs 11-50 people across its Stockholm headquarters and reports having delivered 150+ models in production across 100+ client engagements. Its go-to-market is direct enterprise sales, supported by a technical content-marketing engine (blog, case studies, LinkedIn, newsletter) rather than paid acquisition. The firm has built notable expertise in synthetic data generation using GANs and game engines, multi-agent RAG systems for regulated domains, and CPU-optimized edge CV models, positioning it as a specialist rather than generalist AI services provider.
Modulai firmographics
Firmographics- Name
- Modulai
- Legal name
- Modulai AB
- Website
- https://modulai.io
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Modulai is a Stockholm-based applied AI consultancy that builds end-to-end production-ready machine learning systems for European enterprise clients across finance, life sciences, manufacturing, retail, gaming, and media, using computer vision, NLP, recommender systems, and generative AI.
- Ownership category
- akta.pro rank
Modulai industry classification
Industry- Product category
- Applied AI Consulting Services
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Services-Computer Programming Services (7371)
- akta.pro primary industry
- AI/ML Engineering & Model Development Services (BPAEAHAF)
- akta.pro secondary industries
- Generative AI & LLM Solutions Services (RAG, Agents, Copilots) (BPAEAHAG), AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)
Keywords
Where Modulai is headquartered
LocationHeadquarters
- HQ city
- Stockholm
- HQ country
- Sweden
- HQ region
- Europe
Offices1 record
Markets served
Modulai business model
Business model- GTM type
- B2B
- Offering type
- Services
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales
Revenue model
- Professional AI Services: Modulai generates revenue through professional services engagements encompassing advisory, discovery, and end-to-end development and deployment of production-ready ML models. Engagements are structured around client-specific AI projects across multiple industries.
Go-to-market motion1 record
Distribution channels1 record
Marketing channels4 records
Modulai product offering
Product offeringCore offering
Modulai is an applied AI consultancy delivering end-to-end machine learning and AI development and deployment services for enterprise clients. Engagements span advisory and discovery, custom model development, and production deployment across computer vision, NLP, multi-agent RAG systems, synthetic data generation, recommender systems, and time-series analysis.
Product overview
Modulai is an applied AI consultancy that delivers end-to-end AI solutions rather than a single unified product. The portfolio consists of multiple specialized solutions across industries including supply chain (Leapfrog AI), retail/e-commerce (shopping assistants, recommender systems), manufacturing (timber quality grading, guy wire detection, fuel lid detection), healthcare (AF detection, hypoglycemia classification), and gaming (esports object detection). Each solution is custom-built for specific client needs, typically deployed as production-ready systems with computer vision, NLP, or recommendation capabilities. The company operates across Finance & Fintech, Life Sciences & Health, Manufacturing, Retail, and Gaming sectors.
Differentiator
Problem solved
Functional benefit
Products and services
- End-to-end AI Development and Deployment Services
Quantifiable outcome
- 150+ models in production across delivered end-to-end AI projects
- +5 more outcomes
Companies that use Modulai
Customer profileNamed customers19 records
Segments6 records
Ideal customer profiles5 records
Modulai technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability26 records
Feature6 records
Modulai partnerships and signals
Strategic signalPartnerships
Three partnerships are on record, tiered core.
- OptilogiccoreModulai built Leapfrog AI, a custom LLM agent embedded in Optilogic's Cosmic Frog platform for supply chain design. The system enables natural language interactions with supply chain data, SQL operations, and scenario management. Optilogic serves as the primary deployment platform for this co-developed AI capability.
- Uppsala UniversitetcoreModulai collaborates with Uppsala University on healthcare AI research, including hypoglycemia root cause classification from glucose time series data and atrial fibrillation detection from ECG recordings. The collaboration involves academic researchers Daniel Espes and Per-Ola Carlsson from Uppsala's medical faculty.
- Zenicor Medical SystemscoreModulai partnered with Zenicor Medical Systems to develop a deep learning model predicting underlying paroxysmal atrial fibrillation from sinus ECGs. The project was partly funded by Vinnova, Sweden's innovation agency, addressing a critical gap in stroke prevention.
Scale indicators2 records
Recent moves6 records
Expansion highlights5 records
Modulai competitors and assessment
Company assessmentDirect peers
- Faculty AI: London-based AI consultancy providing applied ML, forecasting, and decision intelligence to large enterprises and government — comparable size, scope, and end-to-end delivery model.
- Datatonic: UK-based applied AI and data consultancy delivering end-to-end ML solutions on Google Cloud to enterprise clients across retail, finance, and media — a near-identical services model and vertical mix.
- Peltarion: Stockholm-based AI/ML company that combines an enterprise AI platform with applied AI services — the closest geographic and business-model peer to Modulai, serving Nordic and European enterprises.
Broad incumbents
- DataRobot: Enterprise AI platform with attached professional services; competes with Modulai's end-to-end ML delivery model across finance, healthcare, and manufacturing verticals.
- H2O.ai: Enterprise AI platform and services provider competing in the same ML/GenAI delivery space as Modulai but with proprietary software (H2O, Driverless AI, h2oGPT) and a much larger global footprint.
- Cambridge Consultants (Capgemini Invent): Technology and engineering consultancy delivering applied AI, computer vision, and ML for industrial and consumer clients — overlapping capability set and similar high-end enterprise clientele.
- Element AI (ServiceNow): Originally a Montreal-based AI solutions and consulting firm acquired by ServiceNow; represents the scaled incumbent version of the same applied-AI professional services model.
- Accenture Applied Intelligence: Global SI's applied AI arm offering end-to-end ML/GenAI delivery at massive scale across all of Modulai's verticals — the dominant incumbent Modulai competes against on large enterprise mandates.
Regional players
- Lovable / Storytel-adjacent Nordic AI consultancies: Stockholm- and Nordic-based AI engineering and product studios competing for the same regional talent pool and Nordic enterprise clients as Modulai.
Emerging players
- Nyonic: European AI consultancy focused on generative AI and applied ML for enterprise — a smaller, more GenAI-specialized peer competing for the same mid-market European engagements.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
Modulai social profiles
Digital presenceModulai financial estimates
Financial estimateRevenue estimate
Valuation estimate
Modulai leadership team
Management profileNumber of profiles
Profiles4 records
Modulai funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Modulai 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 Modulai
What does Modulai do?
Modulai is an applied AI consultancy delivering end-to-end machine learning and AI development and deployment services for enterprise clients. Engagements span advisory and discovery, custom model development, and production deployment across computer vision, NLP, multi-agent RAG systems, synthetic data generation, recommender systems, and time-series analysis.
Is Modulai a public or private company?
Modulai is a private company. It is classified as founder individual operated bootstrapped and is currently operating.
When was Modulai founded?
Modulai was founded in 2018. It employs 11 to 50 people.
Where is Modulai based?
Modulai is headquartered in Stockholm, Sweden, in the Europe region.
How does Modulai make money?
One revenue line is on record: professional AI Services.
Who are Modulai's main competitors?
Direct peers on record are Faculty AI, Datatonic and Peltarion. Broad incumbents are DataRobot, H2O.ai, Cambridge Consultants (Capgemini Invent), Element AI (ServiceNow) and Accenture Applied Intelligence. Lovable / Storytel-adjacent Nordic AI consultancies is listed as a regional player. Nyonic is listed as an emerging player.
Does Modulai have an API?
No public API is recorded for Modulai.
What industry is Modulai in?
Modulai's product category is Applied AI Consulting Services. Its primary akta.pro industry code is BPAEAHAF, AI/ML Engineering & Model Development Services, with a secondary code of BPAEAHAG, Generative AI & LLM Solutions Services (RAG, Agents, Copilots). Its NAICS code is 54151 and its SIC code is 7371.