What Addepto does

Addepto is a Warsaw, Poland-based artificial intelligence and data consulting firm founded in 2017 that targets large enterprises with AI strategy, generative AI, machine learning, big data engineering, MLOps, computer vision, and NLP services. The firm's customer base spans aviation (SITA), automotive (Porsche, BMW, Volvo, Nissan, Nexteer), manufacturing (Continental, ABB, Jabil, Woodward), retail and consumer (Pernod Ricard, Inpost, Spencer's, Teezily), finance and insurance, logistics, healthcare, and technology companies (Ziff Davis, GetResponse, Hertz, MSG Entertainment), with the company claiming 100+ AI projects delivered across these verticals.

Addepto's technology stack is anchored on Databricks and Snowflake lakehouse architectures, with delivery covering LLMs, RAG systems, AI agents (built on LangGraph, CrewAI, Pydantic AI, and AutoGen), MLOps pipelines, and AI document processing across text, image, video, audio, and structured data modalities. Its proprietary product, ContextClue, is a Generative AI-powered knowledge management platform providing automated text analysis, template-based document creation, and semantic search for industrial engineering use cases; the firm also maintains ContextCheck, an open-source tool for evaluating RAG-powered chatbots.

The business model is professional services with three engagement structures (solution providing, collaborative team, and managed delivery), all individually scoped and custom-priced through website contact forms and direct enterprise field sales. There are no publicly disclosed rate cards or pricing tiers. In late 2025 to early 2026, U.S.-based KMS Technology acquired Addepto, extending the combined entity's reach across Europe, the Americas, and APAC. The firm markets primarily through content (blog, whitepapers, case studies), thought leadership at events such as the Databricks Data + AI Summit, and third-party validation including Deloitte Technology Fast 500 EMEA (#143, 1,193% growth), FT1000, Forbes Top 10 AI Consulting Companies, and multiple Clutch badges.

Name

Addepto

Legal name

Addepto Sp. z o. o.

Website

https://addepto.com

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

51–100 employees

Short description

Addepto is a Warsaw-based AI and data consulting firm that delivers generative AI, machine learning, MLOps, computer vision, and big data engineering services to enterprise customers across automotive, aviation, manufacturing, retail, and finance. It also sells ContextClue, a Generative AI knowledge management product, and operates as a subsidiary of KMS Technology.

Ownership category

akta.pro rank

Product category

AI Consulting

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512), Other Computer Related Services (541519)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371), Services-Computer Programming, Data Processing, Etc. (7370)

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/ML Solution Integration & MLOps Enablement (BPAEAAAJ), LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG) (HDAEANAD), Agents & Autonomous Workflows (Tool Use, Planning, Multi-Agent) (HDAAACAF)

Keywords

• AI consulting services
• Generative AI development
• Big data consulting
• Machine learning operations
• Computer vision solutions

Headquarters

HQ city

Warsaw

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, Infrastructure

Revenue model

1. AI and Data Consulting Services: Professional services revenue from AI consulting, data engineering, MLOps, and custom AI development engagements. Addepto offers solution providing (partially-ready or tailor-made solutions), collaborative model (joint team engagement), and managed & delivery services (full system ownership). All engagements are scoped and priced individually with custom quotes.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels10 records

Core offering

Addepto delivers end-to-end AI and Big Data consulting services to enterprise clients, covering AI strategy, generative AI and LLM development, AI agents, machine learning, MLOps, computer vision, NLP, data engineering, and Databricks lakehouse implementations. It also sells ContextClue, a proprietary AI-driven knowledge management platform powered by generative AI, and ContextCheck, an open-source tool for evaluating RAG chatbots. Engagements are scoped and priced individually, supported by an AI Discovery Workshop entry point.

Product overview

Addepto is an AI and Big Data consulting company that offers a portfolio of services and products. The core product is ContextClue, an AI-driven knowledge management platform powered by Generative AI that provides automated text analysis, document creation from templates, and information retrieval. Complementing ContextClue is ContextCheck, an open-source evaluation tool for RAG-powered chatbots. The service portfolio spans the entire AI lifecycle: Discover (AI Consulting, AI Proof of Concept, Big Data Consulting, Generative AI Consulting), Organize data (Business Intelligence, Data Engineering, Data Governance, Databricks Consulting), Develop (AI Agents Development, AI-Native Product Engineering, Generative AI Development, LLMs Development, Machine Learning Consulting), and Deploy (AI Advisory, AI Chatbot Development, AI Integration, MLOps, AI Test Automation). Addepto also offers specialized data annotation services and AI Discovery Workshops. Technology solutions include AI Document Processing, AI-powered Knowledge Base, Enterprise Generative AI Platform, LLM-Based Solutions, and Computer Vision Solutions. The company serves industries including Aviation, Manufacturing, Automotive, Finance & Insurance, Retail, Healthcare, Logistics, Legal, Technology Companies, and Private Investments.

Differentiator

Problem solved

Functional benefit

Brands

• ContextClue: AI-Driven Knowledge Management platform for industrial engineering. Provides automated text analysis, document creation based on templates, and information retrieval powered by Generative AI.

Products and services

• ContextClue AI-driven knowledge management platform powered by Generative AI that delivers automated text analysis, document creation based on templates, semantic search, and summarization for industrial engineering and enterprise knowledge bases. Used by enterprises to break down knowledge management processes and enable seamless information retrieval.
• ContextCheck Open-source evaluation tool that helps enterprises assess the quality and performance of their RAG-powered chatbots and retrieval-augmented generation systems.
• AI Consulting Strategic AI consulting engagement to help enterprises identify high-impact AI opportunities, build an AI strategy, and chart a path to AI implementation with expert guidance from AI engineers and business analysts.
• AI Proof of Concept (PoC) Proof of concept engagements, typically 2–8 weeks, that validate AI solutions before full enterprise investment and de-risk adoption.
• Generative AI Consulting Consulting service that helps enterprises assess generative AI opportunities and adapt cutting-edge general-purpose GenAI models into tailored enterprise applications for decision-making and automation.
• Big Data Consulting Consulting that transforms raw enterprise data into actionable business insights through data strategy, architecture design, and implementation services.
• Generative AI Development Custom development services adapting cutting-edge generative AI models into tailored solutions that address specific enterprise business challenges, including LLMs, RAG systems, and AI agents.
• AI Agents Development Custom AI agent development using LangGraph, CrewAI, Pydantic AI, and AutoGen, focused on agentic workflows, tool use, multi-step reasoning, and production-ready autonomous systems.
• LLMs Development Large Language Model development and customization services including fine-tuning, prompt engineering, and deployment of LLM-based solutions for enterprise knowledge assistants.
• Machine Learning Consulting ML consulting services covering the full machine learning lifecycle from model development to production deployment.
• AI-Native Product Engineering Engineering services for building AI-native products and integrating AI capabilities into existing enterprise systems and digital products.
• Data Engineering Services Building robust data pipelines and infrastructure enabling data-driven decision-making across organizations, including cloud migrations and lakehouse implementations.
• Business Intelligence Services BI services for data analysis, visualization, and reporting to support enterprise business decision-making.
• Data Governance & Observability Service Services for ensuring data quality, lineage tracking, and compliance across enterprise data systems.
• Databricks Consulting Services Deployment and implementation services for Databricks platforms including lakehouse architecture, Spark distributed computing, and Delta Lake optimization.
• MLOps Consulting Consulting for streamlining the machine learning lifecycle from development to deployment, ensuring scalable, reliable, and production-ready AI solutions.
• AI Integration Services Integration services to incorporate AI capabilities into existing digital products and enterprise systems.
• AI Chatbot Development Custom AI chatbot development services for customer service automation, support, and enterprise knowledge assistants.
• AI Test Automation Quality engineering and test automation services specifically for AI systems and models.
• AI Advisory Services Advisory services for AI strategy, deployment, and ongoing management to ensure solutions remain effective over time.
• Data Annotation Services Professional data labeling services including text, image, video, and audio annotation for training machine learning models.
• AI Discovery Workshop Workshop-format engagement to discover and conceptualize AI use cases with expert guidance from AI engineers and business analysts, serving as an entry point before full engagement.

Quantifiable outcome

• Up to 80% reduction in repetitive workload through AI-powered customer service automation (industry benchmark from Codewave buyer's guide)
• +6 more outcomes

Named customers35 records

Segments10 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability14 records

Feature8 records

Partnerships

One partnership is on record.

• KMS TechnologyflagshipStrategic or Co-development Partner · 1 December 2025KMS Technology, a U.S.-based Digital Engineering, Data, and AI company, acquired Addepto in late 2025, marking a major milestone in Addepto's transition from an AI startup to part of a globally recognized leader. The acquisition combines KMS Technology's broader digital engineering services with Addepto's deep AI and data expertise, with 97% of Addepto's team being AI engineers, enabling the combined entity to deliver end-to-end AI and Big Data solutions from ideation through implementation. The CEOs of both companies describe the partnership as creating exponential value, with KMS viewing it as a key step in its growth strategy for global enterprises. The combined organization serves clients across Europe, Americas, and APAC.

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Sigmoidal: AI/ML consulting boutique specialising in deep learning, NLP, and computer vision engagements for enterprises. Similar niche focus and project-based delivery model to Addepto.
• InData Labs: AI and data consulting firm offering custom ML, computer vision, and GenAI solutions to enterprises. Closely comparable to Addepto in service portfolio, mid-market sizing, and customer profile.
• Netguru: Poland-based digital and AI consulting company with a similar mix of custom software, data engineering, and AI services. Highly comparable geography, scale, and enterprise client base to Addepto.
• Neoteric: Poland-based AI development and consulting firm delivering custom ML, generative AI, and data engineering solutions. Directly comparable in regional footprint, service mix, and target customer segments.
• Datatonic: UK-based data and AI consultancy with deep Google Cloud and Databricks expertise. Comparable in service portfolio (MLOps, data engineering, GenAI) and enterprise customer orientation.
• Faculty AI: Applied AI consultancy delivering end-to-end ML, generative AI, and decision intelligence solutions to enterprise clients. Comparable business model of senior AI talent delivering production AI projects.

Broad incumbents

• SoftServe: Large Eastern European IT services and digital engineering firm with a substantial AI and data practice. Comparable service categories at much greater scale and broader geographic reach than Addepto.
• EPAM Systems: Global digital engineering and AI services company with strong Eastern European delivery centres. Overlaps with Addepto across data engineering, MLOps, and enterprise AI engagements, but at vastly larger scale.
• Cognizant: Global IT services and consulting firm with a large AI and analytics practice serving Fortune 500 enterprise clients. Competes for many of the same automotive, manufacturing, and finance AI engagements as Addepto.
• Slalom: US-based business and technology consulting firm with significant data and AI delivery capabilities. Competes for enterprise AI consulting engagements in overlapping verticals such as manufacturing and finance.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/addepto
• Facebookfacebook.com/addeptoanalytics
• LinkedInpl.linkedin.com/company/addepto

Revenue estimate

Valuation estimate

Number of profiles

Profiles10 records

Funding overview

Funding rounds1 record

Investors1 record

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 Addepto