Tredence vs Addepto: full comparison for 2026
Last updated: July 2026
Quick verdict
Tredence (4.2/5) edges ahead of Addepto (4.1/5) overall. Tredence is the better choice for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale.. 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.
Tredence vs Addepto: head-to-head summary
| Criterion | Tredence | Addepto |
|---|---|---|
| Founded | 2013 | 2018 |
| HQ | San Jose, California, USA | Warsaw, Poland |
| Team size | 1,001–5,000 | 51–200 |
| Rating | 4.2 / 5 | 4.1 / 5 |
| Best for | Retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale. | Companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition. |
| Pricing model | Fixed project and managed analytics services | Fixed project and consulting retainer |
| Min. engagement | Not published | $20K |
| Primary tech stack | Python, TensorFlow, AWS | Python, Scikit-learn, TensorFlow |
| Industries served | Retail, CPG, Industrials, Travel & Hospitality, Financial Services | Financial Services, Retail, Manufacturing |
Tredence vs Addepto: overview
Tredence
Tredence is a privately held data analytics and AI company founded in 2013 by Shub Bhowmick, Sumit Mehra, and Shashank Dubey, headquartered in San Jose with delivery centers across North America, Europe, and Asia. Reported headcount is roughly 3,500–4,300 employees, and the firm focuses on applying data science and AI within specific industry contexts including retail, CPG, industrials, and travel.
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: Tredence vs Addepto
| Capability | Tredence | 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: Tredence vs Addepto
| Framework / platform | Tredence | Addepto |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | ✓ | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | ✓ | N/A |
| LangChain | N/A | N/A |
Pricing comparison: Tredence vs Addepto
| Criterion | Tredence | Addepto |
|---|---|---|
| Minimum engagement | Not published | $20K |
| Engagement models | Fixed project, Managed services | Fixed project, Consulting retainer |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Enterprise / not published | Accessible |
Target audience comparison: Tredence vs Addepto
| Dimension | Tredence | Addepto |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail, CPG, Industrials | Financial Services, Retail, Manufacturing |
| Best use cases | Retail or CPG demand forecasting and pricing optimization models, Industrials predictive-maintenance and supply-chain AI programs | 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 |
Tredence vs Addepto: pros and cons
| Tredence | |
|---|---|
| + | Strong industry-vertical focus, particularly retail and CPG, supports domain-aware model design |
| + | 3,500+ employee scale enables large, multi-region delivery programs |
| + | 12 years of continuous focus on applied data science and AI |
| + | Delivery presence across North America, Europe, and Asia supports global rollouts |
| - | Broad data-analytics positioning means custom ML model development sits alongside BI and reporting work |
| - | Enterprise scale can mean less founder-level access than boutique competitors |
| - | Minimum engagement size and standard pricing not publicly disclosed |
| 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 Tredence?
Tredence is the right choice for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale..
Deep vertical focus applying AI specifically within retail, CPG, and industrials contexts rather than horizontal AI consulting.. Minimum engagement starts at Not published. Works best with clients in Retail, CPG, Industrials, Travel & Hospitality, Financial Services.
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: Tredence vs Addepto
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Tredence |
| You need a large dedicated team for an ongoing programme | Check each company's engagement model |
| Your budget is at the lower end | Compare: Tredence (Not published) vs Addepto ($20K) |
| You need specialist depth in a specific vertical | Tredence |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Tredence |
Use case fit: Tredence vs Addepto
| Use case | Tredence fit | Addepto fit | Winner |
|---|---|---|---|
| Retail or CPG demand forecasting and pricing optimization models | Strong | Limited | Tredence |
| Industrials predictive-maintenance and supply-chain AI programs | Strong | Limited | Tredence |
| 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: Tredence vs Addepto
Tredence (4.2/5) is the stronger overall choice for most Machine Learning Development projects. Deep vertical focus applying AI specifically within retail, CPG, and industrials contexts rather than horizontal AI consulting.. It is best for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale..
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
Tredence vs Addepto FAQ
Is Tredence better than Addepto?
Tredence (4.2/5) scores higher overall, but "better" depends on your use case. Tredence is better for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale.. 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 Tredence and Addepto differ in pricing?
Tredence uses fixed project and managed analytics services pricing with a minimum engagement of Not published. 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: Tredence or Addepto?
Tredence 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 Tredence and Addepto?
Tredence's primary differentiator is: deep vertical focus applying ai specifically within retail, cpg, and industrials contexts rather than horizontal ai consulting.. 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 (1,001–5,000 vs 51–200), minimum engagement (Not published vs $20K), and primary industries served (Retail, CPG vs Financial Services, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.