Neoteric vs Addepto: full comparison for 2026
Last updated: July 2026
Quick verdict
Neoteric (4.3/5) edges ahead of Addepto (4.1/5) overall. Neoteric is the better choice for small and mid-size companies wanting an accessible, specialized generative-AI partner without enterprise-scale overhead.. Addepto is the stronger option for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. The right choice depends on your project size, budget, and required tech stack.
Neoteric vs Addepto: head-to-head summary
| Criterion | Neoteric | Addepto |
|---|---|---|
| Founded | 2005 | 2018 |
| HQ | Gdańsk, Poland | Warsaw, Poland |
| Team size | 51–200 | 51–200 |
| Rating | 4.3 / 5 | 4.1 / 5 |
| Best for | Small and mid-size companies wanting an accessible, specialized generative-AI partner without enterprise-scale overhead. | Companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition. |
| Pricing model | Fixed project and Time & Material | Fixed project and consulting retainer |
| Min. engagement | $15K | $20K |
| Primary tech stack | Python, OpenAI API, LangChain | Python, Scikit-learn, TensorFlow |
| Industries served | Energy, HR Tech, Education, Health & Wellness | Financial Services, Retail, Manufacturing |
Neoteric vs Addepto: overview
Neoteric
Neoteric is a software development company founded in 2005, headquartered in Gdańsk, Poland, with offices also in Warsaw. The company has delivered more than 300 projects across five continents (per company website) and specializes specifically in AI and generative AI solutions for clients in energy, wellness, HR, and education, with a compact team reported between roughly 50 and 100 employees depending on source.
Addepto
Addepto is an AI and data consulting company founded in Warsaw, Poland in 2018 by Edwin Lisowski and Artur Haponik (one source lists 2017), specializing in machine learning, artificial intelligence, and business intelligence solutions. Reported headcount is roughly 55–58 employees across Europe, North America, and Asia. In December 2025, Addepto was acquired by KMS Technology; prospective clients should confirm how the acquisition affects team continuity, existing contracts, and service delivery going forward.
Services and capabilities: Neoteric vs Addepto
| Capability | Neoteric | Addepto |
|---|---|---|
| Custom ML model development | ✓ | ✓ |
| Deep learning & computer vision | ✗ | ✗ |
| NLP & LLM / Generative AI | ✓ | ✗ |
| MLOps & production deployment | ✗ | ✗ |
| Data engineering | ✗ | ✗ |
| AI strategy consulting | ✓ | ✓ |
| Staff augmentation | ✗ | ✗ |
Tech stack comparison: Neoteric vs Addepto
| Framework / platform | Neoteric | Addepto |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | N/A | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
| LangChain | ✓ | N/A |
Pricing comparison: Neoteric vs Addepto
| Criterion | Neoteric | Addepto |
|---|---|---|
| Minimum engagement | $15K | $20K |
| Engagement models | Fixed project, Time & Material | Fixed project, Consulting retainer |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Neoteric vs Addepto
| Dimension | Neoteric | Addepto |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Energy, HR Tech, Education | Financial Services, Retail, Manufacturing |
| Best use cases | Small or mid-size companies wanting a generative-AI feature built into an existing product, HR tech or education clients needing an AI-driven feature from a specialized boutique | Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources, Business intelligence projects that also require a machine learning component |
| Typical project type | Fixed project | Fixed project |
Neoteric vs Addepto: pros and cons
| Neoteric | |
|---|---|
| + | 20 years of continuous operation, unusually long for a team this size |
| + | 300+ projects delivered across five continents (per company website) shows real repeat-delivery experience despite compact size |
| + | Specific focus on AI and generative AI rather than treating it as one of many general software services |
| + | Compact team size keeps typical engagement minimums low and accessible for smaller buyers |
| - | Compact headcount (roughly 50–100 depending on source) limits capacity for large, multi-team enterprise programs |
| - | Named industry focus (energy, wellness, HR, education) is narrower than horizontal competitors serving finance or healthcare broadly |
| - | Less enterprise brand recognition than the larger IT services firms on this list |
| Addepto | |
|---|---|
| + | 7 years of focused AI/BI consulting experience prior to the KMS Technology acquisition |
| + | Small team size historically meant direct founder-level access on engagements |
| + | Multi-continent presence (Europe, North America, Asia) despite a compact headcount |
| + | Acquisition by KMS Technology (Dec 2025) may bring additional delivery resources and stability |
| - | Acquired by KMS Technology in December 2025 — buyers should confirm how this affects team continuity, pricing, and existing contracts before signing |
| - | Public sources disagree on exact founding year (2017 vs. 2018) and employee count (55 vs. 58) |
| - | Post-acquisition integration could change the service delivery model in ways not yet publicly documented |
Who should choose Neoteric?
Neoteric is the right choice for small and mid-size companies wanting an accessible, specialized generative-AI partner without enterprise-scale overhead..
20 years of operating history condensed into a compact, generative-AI-focused team rather than a broad IT services portfolio.. Minimum engagement starts at $15K. Works best with clients in Energy, HR Tech, Education, Health & Wellness.
Who should choose Addepto?
Addepto is the right choice for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..
Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology.. Minimum engagement starts at $20K. Works best with clients in Financial Services, Retail, Manufacturing.
Decision matrix: Neoteric vs Addepto
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Neoteric |
| You need a large dedicated team for an ongoing programme | Check each company's engagement model |
| Your budget is at the lower end | Neoteric |
| You need specialist depth in a specific vertical | Neoteric |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Neoteric |
Use case fit: Neoteric vs Addepto
| Use case | Neoteric fit | Addepto fit | Winner |
|---|---|---|---|
| Small or mid-size companies wanting a generative-AI feature built into an existing product | Strong | Limited | Neoteric |
| HR tech or education clients needing an AI-driven feature from a specialized boutique | Strong | Limited | Neoteric |
| Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources | Limited | Strong | Addepto |
| Business intelligence projects that also require a machine learning component | Limited | Strong | Addepto |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Neoteric vs Addepto
Neoteric (4.3/5) is the stronger overall choice for most Machine Learning Development projects. 20 years of operating history condensed into a compact, generative-AI-focused team rather than a broad IT services portfolio.. It is best for small and mid-size companies wanting an accessible, specialized generative-AI partner without enterprise-scale overhead..
Addepto (4.1/5) is the better choice when companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. If your situation matches those criteria, Addepto is a competitive option.
Related comparisons
Neoteric vs Addepto FAQ
Is Neoteric better than Addepto?
Neoteric (4.3/5) scores higher overall, but "better" depends on your use case. Neoteric is better for small and mid-size companies wanting an accessible, specialized generative-AI partner without enterprise-scale overhead.. Addepto is better for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..
How do Neoteric and Addepto differ in pricing?
Neoteric uses fixed project and time & material pricing with a minimum engagement of $15K. Addepto uses fixed project and consulting retainer pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Neoteric or Addepto?
Neoteric is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.
What are the main differences between Neoteric and Addepto?
Neoteric's primary differentiator is: 20 years of operating history condensed into a compact, generative-ai-focused team rather than a broad it services portfolio.. Addepto's primary differentiator is: boutique ai/bi consultancy that gained additional scale and resources through its december 2025 acquisition by kms technology.. They also differ in team size (51–200 vs 51–200), minimum engagement ($15K vs $20K), and primary industries served (Energy, HR Tech vs Financial Services, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.