Best ML Development Services

Addepto

Warsaw AI consulting firm recognized by Forbes and Deloitte, acquired by KMS Technology in late 2025.

Founded 2018 | Warsaw, Poland | 50–100 employees | Last updated: July 2026
ai-consultingcustom-ml-modelspredictive-analyticsgenerative-ai

What is Addepto?

Addepto was founded in Warsaw in 2018 by Data Science enthusiasts Edwin Lisowski and Artur Haponik, delivering AI consulting and data-driven solutions recognized by Forbes, Deloitte, and the Financial Times. In December 2025, Addepto was acquired by KMS Technology, and prospective clients should confirm how delivery teams, pricing, and leadership continuity have changed post-acquisition. Reported employee counts vary from roughly 11–50 to 72, reflecting the transition period around the acquisition.

Addepto was founded in 2018 and is headquartered in Warsaw, Poland. The firm employs 50–100 people and works primarily with clients in FinTech, Manufacturing, Retail & E-commerce sectors. Its primary differentiator is: AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology..

Addepto tech stack and services

PythonTensorFlowAWSAzure MLApache Airflow
Service area Details
Company wants an AI consultancy with independent press recognition for vendor due diligence. Available for FinTech, Manufacturing, Retail & E-commerce clients
Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. Available for FinTech, Manufacturing, Retail & E-commerce clients
Manufacturing or fintech company needs predictive analytics consulting from a Warsaw-based specialist. Available for FinTech, Manufacturing, Retail & E-commerce clients

Addepto use cases

Short answer: Addepto is best suited for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk..

Use case Industries Approach
Company wants an AI consultancy with independent press recognition for vendor due diligence. FinTech, Manufacturing Python, TensorFlow
Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. FinTech, Manufacturing Python, TensorFlow
Manufacturing or fintech company needs predictive analytics consulting from a Warsaw-based specialist. FinTech, Manufacturing Python, TensorFlow

Addepto pricing

Short answer: Addepto uses a project-based, consulting retainer pricing approach. Minimum engagement starts at Not published.

Engagement model Typical range Best for
Project-based Variable; depends on team size Large programmes or team augmentation
Consulting retainer Monthly rate; not public Ongoing AI engineering
Addepto does not publish a public rate card. Contact them directly via their website to get project-specific pricing.

Addepto pros and cons

Advantages Things to consider
+Press recognition from Forbes, Deloitte, and the Financial Times provides independent third-party validation beyond client testimonials. -Acquired by KMS Technology in December 2025 — leadership continuity, pricing, and delivery-team stability during integration are unconfirmed.
+Founder-led AI consulting model since 2018, prior to being acquired. -Reported headcount varies significantly across sources (11–50 vs. 72), making current team size hard to pin down.
+Now backed by KMS Technology's broader resources post-acquisition, which may add delivery capacity. -Recent acquisition means the company's standalone track record may not reflect how engagements are run going forward.

Addepto vs alternatives

How Addepto compares to the other top Machine Learning Development companies.

Company Best for Key difference Rating Compare
Neurons Lab Enterprises that need a senior AI advisory team... Founder-led AI strategy-to-production consultancy with no junior-heavy delivery layer. 4.9 Full comparison
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Tensorway Fintech, healthcare, and retail companies that want a... AI boutique backed by 20+ years of software delivery experience via parent company Anadea. 4.6 Full comparison
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DataRoot Labs Startups and lean teams that want direct access... Runs its own free ML/data-engineering school (DataRoot University, 6,000+ graduates) as a self-built talent pipeline. 4.5 Full comparison
XenonStack Companies building agentic AI or real-time data platforms... Multi-cloud certified (AWS, Azure, GCP) platform-engineering specialist for real-time and agentic AI. 4.4 Full comparison
Grid Dynamics Fortune 1000 enterprises that need public-company financial transparency... Nasdaq-listed enterprise AI engineering firm with public financial reporting and Fortune 1000 client base. 4.4 Full comparison
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Zfort Group Companies wanting a long-established (24+ year) software firm's... One of the longest-operating firms in this list (founded 2000) with a 5-star Clutch rating and broad ML sub-specialty coverage. 4.0 Full comparison
Yalantis Compliance-sensitive industries (IoT, healthcare, embedded systems) that need... Compliance-first positioning combined with multi-cloud ML delivery (AWS, Azure, GCP) under one roof. 4.0 Full comparison
Space-O Technologies Companies that need machine learning embedded into a... 15 years of mobile/software product delivery experience (since 2010) with ML added as a production-application capability. 4.0 Full comparison
EPAM Systems Large enterprises with $100K+ AI budgets that need... Public-company (NYSE: EPAM) scale and compliance rigor, with 30+ years of engineering history predating the AI wave. 4.0 Full comparison
SoftServe Enterprises that want an established, dual-HQ (US/Ukraine) engineering... 31 years of engineering history (since 1993) with dual US and Ukraine headquarters and 12,000+ employees. 4.0 Full comparison
DataArt Regulated-industry enterprises (finance, healthcare) that need AI delivery... Artisyn, a proprietary AI-enabled operating model embedding governance and AI agents across the delivery lifecycle. 3.9 Full comparison
Cleveroad Healthcare, logistics, and fintech companies wanting an Estonia-based... Named to the 2025 Clutch 1000, placing it in the global top 30 highest-rated B2B service providers on the platform. 3.9 Full comparison
Existek Mid-market companies wanting a Clutch-recognized offshore development firm... 4.9 Clutch rating with dual Ukraine/Romania Clutch top-developer recognition and a $25,000+ accessible entry point. 3.9 Full comparison
Konstant Infosolutions Companies needing AI/ML features added to a mobile... 175+ Clutch reviews — one of the highest review volumes in this list — from a 23-year mobile/web development track record. 3.9 Full comparison
Debut Infotech Companies wanting ML development from a firm that... Blockchain-native since 2015, combining that engineering discipline with newer machine learning and AI automation services. 3.9 Full comparison
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Simform Companies wanting AI/ML engineering bundled with broader cloud,... Ranked #2 worldwide among Clutch's Top B2B Service Providers of 2023 — one of the strongest third-party rankings in this list. 3.8 Full comparison
ScienceSoft Enterprises wanting AI/MLOps delivery from a 35-year-old IT... 35+ years of continuous operating history (since 1989), among the longest-established vendors in this list. 3.8 Full comparison
Belitsoft Companies that need AI models integrated into an... 20+ years of dedicated SaaS product development experience, applied specifically to AI model integration for B2B SaaS. 3.8 Full comparison
N-iX Enterprises wanting ML development bundled with broader cloud,... Seven consecutive years of Clutch top global IT services company recognition, combined with dedicated ML and MLOps consulting content. 3.8 Full comparison
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Intellias Automotive, mobility, and IoT companies wanting ML development... Strong automotive/mobility and IoT sector heritage, giving it differentiated depth in embedded and connected-device ML use cases. 3.7 Full comparison
Andersen Enterprises wanting AI consulting bundled with a very... 3,600+ in-house experts across 20 office locations, giving it exceptional breadth across programming languages and delivery models. 3.7 Full comparison
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Accenture The largest global enterprises needing AI transformation consulting... Everest Group's highest-rated Leader in both Data & Analytics and AI/Generative AI PEAK Matrix Assessments (2024), at unmatched global scale. 3.7 Full comparison

Addepto FAQ

What is Addepto?

Addepto was founded in Warsaw in 2018 by Data Science enthusiasts Edwin Lisowski and Artur Haponik, delivering AI consulting and data-driven solutions recognized by Forbes, Deloitte, and the Financial Times. In December 2025, Addepto was acquired by KMS Technology, and prospective clients should confirm how delivery teams, pricing, and leadership continuity have changed post-acquisition. Reported employee counts vary from roughly 11–50 to 72, reflecting the transition period around the acquisition.

How much does Addepto charge?

Addepto uses project-based, consulting retainer pricing. Minimum engagement starts at Not published. A discovery call is required to get project-specific quotes.

What tech stack does Addepto use?

Addepto works with Python, TensorFlow, AWS, Azure ML, Apache Airflow. Primary industries served include FinTech, Manufacturing, Retail & E-commerce.

Is Addepto right for enterprise?

Companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk.. 50–100 team size. Key consideration: Acquired by KMS Technology in December 2025 — leadership continuity, pricing, and delivery-team stability during integration are unconfirmed..

What are the best Addepto alternatives?

The best alternatives to Addepto depend on your use case. Top options are:

  • Neurons Lab: founder-led ai strategy-to-production consultancy with no junior-heavy delivery layer.
  • Provectus: ai-first systems integrator built around running production ml/ai infrastructure long-term.
  • Tensorway: ai boutique backed by 20+ years of software delivery experience via parent company anadea.
See full alternatives list

Compare Addepto with other Machine Learning Development companies

Last reviewed: July 2026. Verify all details directly with Addepto before making a decision.