Intellectsoft vs Addepto: full comparison for 2026
Last updated: July 2026
Quick verdict
Addepto (4.1/5) edges ahead of Intellectsoft (4.0/5) overall. Addepto is the better choice for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. Intellectsoft is the stronger option for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.. The right choice depends on your project size, budget, and required tech stack.
Intellectsoft vs Addepto: head-to-head summary
| Criterion | Intellectsoft | Addepto |
|---|---|---|
| Founded | 2007 | 2018 |
| HQ | New York, USA | Warsaw, Poland |
| Team size | 201–500 | 51–200 |
| Rating | 4.0 / 5 | 4.1 / 5 |
| Best for | Enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history. | Companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition. |
| Pricing model | Fixed project and dedicated team | Fixed project and consulting retainer |
| Min. engagement | $30K | $20K |
| Primary tech stack | Python, TensorFlow, AWS | Python, Scikit-learn, TensorFlow |
| Industries served | Financial Services, Automotive, Manufacturing, Retail | Financial Services, Retail, Manufacturing |
Intellectsoft vs Addepto: overview
Intellectsoft
Intellectsoft is a custom software development and AI engineering company founded in 2007, headquartered in New York with additional offices including Palo Alto and Miami. Reported team size varies notably by source, from roughly 150 engineers across 10 offices to 800 total employees, and the company names enterprise clients including EY, Harley-Davidson, the London Stock Exchange, Qualcomm, Jaguar, and Guinness (per company website; independently unverifiable exact scope of each engagement).
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: Intellectsoft vs Addepto
| Capability | Intellectsoft | 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: Intellectsoft vs Addepto
| Framework / platform | Intellectsoft | Addepto |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | ✓ |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: Intellectsoft vs Addepto
| Criterion | Intellectsoft | Addepto |
|---|---|---|
| Minimum engagement | $30K | $20K |
| Engagement models | Fixed project, Dedicated team | Fixed project, Consulting retainer |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Intellectsoft vs Addepto
| Dimension | Intellectsoft | Addepto |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Financial Services, Automotive, Manufacturing | Financial Services, Retail, Manufacturing |
| Best use cases | Enterprises wanting AI-powered application development from a firm with recognizable brand-name client history, Automotive or financial-services clients needing custom software with an embedded AI component | 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 |
Intellectsoft vs Addepto: pros and cons
| Intellectsoft | |
|---|---|
| + | 18 years of operating history with named, verifiable-brand enterprise clients rather than only anonymized case studies |
| + | AI applied 'as an engineering practice' across the delivery lifecycle rather than bolted on as a separate service |
| + | Multi-office US presence (New York, Palo Alto, Miami) supports domestic client proximity |
| + | Cited 40% faster delivery claim tied to AI-driven engineering practices (per company website; independently unverifiable) |
| - | Reported headcount varies unusually widely by source (150 to 800), warranting direct confirmation of current team size |
| - | AI/ML is positioned as an engineering practice enhancement rather than the firm's sole specialization |
| - | Named clients don't specify which were AI/ML-specific engagements versus broader software development work |
| 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 Intellectsoft?
Intellectsoft is the right choice for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history..
Named enterprise client roster (EY, Harley-Davidson, London Stock Exchange, Qualcomm, Jaguar) rare among mid-size firms on this list.. Minimum engagement starts at $30K. Works best with clients in Financial Services, Automotive, Manufacturing, Retail.
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: Intellectsoft vs Addepto
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Intellectsoft |
| You need a large dedicated team for an ongoing programme | Intellectsoft |
| Your budget is at the lower end | Addepto |
| You need specialist depth in a specific vertical | Intellectsoft |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Intellectsoft |
Use case fit: Intellectsoft vs Addepto
| Use case | Intellectsoft fit | Addepto fit | Winner |
|---|---|---|---|
| Enterprises wanting AI-powered application development from a firm with recognizable brand-name client history | Strong | Limited | Intellectsoft |
| Automotive or financial-services clients needing custom software with an embedded AI component | Strong | Limited | Intellectsoft |
| 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: Intellectsoft vs Addepto
Addepto (4.1/5) is the stronger overall choice for most Machine Learning Development projects. Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology.. It is best for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..
Intellectsoft (4.0/5) is the better choice when enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.. If your situation matches those criteria, Intellectsoft is a competitive option.
Related comparisons
Intellectsoft vs Addepto FAQ
Is Intellectsoft better than Addepto?
Addepto (4.1/5) scores higher overall, but "better" depends on your use case. Intellectsoft is better for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.. 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 Intellectsoft and Addepto differ in pricing?
Intellectsoft uses fixed project and dedicated team pricing with a minimum engagement of $30K. 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: Intellectsoft or Addepto?
Intellectsoft 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 Intellectsoft and Addepto?
Intellectsoft's primary differentiator is: named enterprise client roster (ey, harley-davidson, london stock exchange, qualcomm, jaguar) rare among mid-size firms on this list.. 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 (201–500 vs 51–200), minimum engagement ($30K vs $20K), and primary industries served (Financial Services, Automotive vs Financial Services, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.