Addepto vs LeewayHertz: full comparison for 2026
Quick verdict
Addepto (4.3/5) edges ahead of LeewayHertz (3.8/5) overall. Addepto is the better choice for data teams needing warehouse work before an LLM project. LeewayHertz is the stronger option for buyers open to a platform-led ZBrain build. The right choice depends on your project size, budget, and required tech stack.
Addepto vs LeewayHertz: head-to-head summary
| Criterion | Addepto | LeewayHertz |
|---|---|---|
| Founded | 2018 | 2007 |
| HQ | Warsaw, Poland | San Francisco, CA, USA (operations: Gurgaon, India) |
| Team size | 50–249 | 150–500 |
| Rating | 4.3 / 5 | 3.8 / 5 |
| Primary differentiator | Data engineering and MLOps come first, so AI features sit on warehouses that are already clean and monitored | Builds on its own ZBrain low-code platform, now backed by The Hackett Group |
| Pricing model | $50–$99/hr (Clutch band); discovery workshops, then T&M | Platform licensing plus services; rates on request |
| Min. engagement | $10,000+ (Clutch) | Not disclosed |
| Primary tech stack | Databricks, Snowflake, Azure OpenAI | ZBrain, Azure OpenAI, AWS Bedrock |
| Industries served | Manufacturing, Retail & e-commerce, Aviation, Financial services | Financial services, Healthcare, Retail & e-commerce, Manufacturing |
Addepto vs LeewayHertz: overview
Addepto
Addepto is a Warsaw-based AI and data consultancy that started trading in April 2018 (some directories list 2017). Clutch shows 50–249 employees, a $50–$99 hourly band and a $10,000 minimum project. CB Insights reports that KMS Technology acquired the company in December 2025, after an earlier tie-up with Grape Up. Its work typically begins with data engineering and moves on to generative AI, MLOps and AI discovery workshops.
LeewayHertz
LeewayHertz is a generative AI development company founded in 2007, listed in San Francisco with its main operations in Gurgaon, India, and roughly 150–500 staff. The Hackett Group acquired it in September 2024 for about $7.8 million and formed a joint venture around its ZBrain platform. ZBrain combines an assessment tool (XPLR) and a low-code builder for enterprise AI applications. A very large library of AI articles gives the firm more visibility than its delivery record alone would.
Services and capabilities: Addepto vs LeewayHertz
| Capability | Addepto | LeewayHertz |
|---|---|---|
| CRM / ERP integration | ✗ | ✗ |
| LLM API gateway & cost control | ✓ | ✓ |
| Document processing | ✗ | ✗ |
| Agentic workflows | ✗ | ✓ |
| Fixed-price pilot | ✗ | ✗ |
| Managed services after launch | ✗ | ✗ |
| PII masking & access control | ✗ | ✗ |
Tech stack comparison: Addepto vs LeewayHertz
| Framework / platform | Addepto | LeewayHertz |
|---|---|---|
| Salesforce | N/A | N/A |
| SAP | N/A | N/A |
| Microsoft Dynamics 365 | N/A | N/A |
| HubSpot | N/A | N/A |
| Snowflake | ✓ | N/A |
| Databricks | ✓ | N/A |
| Azure OpenAI | ✓ | ✓ |
| AWS Bedrock | N/A | ✓ |
| LangChain | ✓ | ✓ |
| ServiceNow | N/A | N/A |
Pricing comparison: Addepto vs LeewayHertz
| Criterion | Addepto | LeewayHertz |
|---|---|---|
| Minimum engagement | $10,000+ (Clutch) | Not disclosed |
| Engagement models | Fixed project, Time & materials | Fixed project, Time & materials |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Accessible | Mid-market |
Target audience comparison: Addepto vs LeewayHertz
| Dimension | Addepto | LeewayHertz |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Manufacturing, Retail & e-commerce, Aviation | Financial services, Healthcare, Retail & e-commerce |
| Best use cases | Building a Databricks lakehouse that later feeds demand forecasts and an internal assistant., Productionizing ML models with MLflow and monitoring. | Building internal AI apps on ZBrain., Process assessments using Hackett benchmarks. |
| Typical project type | Fixed project | Fixed project |
Addepto vs LeewayHertz: pros and cons
| Addepto | |
|---|---|
| + | Publicly listed Clutch rate band and $10,000 minimum make budgeting straightforward |
| + | Databricks and Spark experience helps when the data estate is the real blocker |
| + | Discovery workshops scope use cases before larger spend |
| + | Predictive analytics and LLM work available from the same team |
| - | Acquired by KMS Technology in December 2025 (per CB Insights), so ownership and leadership may change |
| - | Corporate history includes several restructurings, which complicates long-term vendor planning |
| - | Limited published work inside CRM platforms |
| LeewayHertz | |
|---|---|
| + | ZBrain gives a ready platform for building internal AI apps |
| + | Hackett Group ownership adds benchmarking and process consulting |
| + | Long history in software development |
| - | Acquired by The Hackett Group in 2024, so roadmap decisions now sit with its parent |
| - | Platform-led builds tie you to ZBrain |
| - | Marketing volume is much larger than independently verifiable case detail |
Who should choose Addepto?
A typical fit: building a Databricks lakehouse that later feeds demand forecasts and an internal assistant.
Data engineering and MLOps come first, so AI features sit on warehouses that are already clean and monitored. Minimum engagement starts at $10,000+ (Clutch). Works best with clients in Manufacturing, Retail & e-commerce, Aviation, Financial services.
Who should choose LeewayHertz?
A typical fit: building internal AI apps on ZBrain.
Builds on its own ZBrain low-code platform, now backed by The Hackett Group. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail & e-commerce, Manufacturing.
Decision matrix: Addepto vs LeewayHertz
| Your situation | Recommended choice |
|---|---|
| You want a fixed-price audit or pilot before committing | Neither advertises one; ask for a scoped pilot |
| AI has to work inside your existing CRM or ERP | Neither lists CRM/ERP integration work |
| Personal data must be masked and answers limited by user permissions | Ask both for their PII and access-control design |
| Your budget is at the lower end | Compare: Addepto ($10,000+ (Clutch)) vs LeewayHertz (Not disclosed) |
| You want the vendor to run the AI service after launch | Neither offers managed services; plan in-house operations |
| You are building multi-step agents across systems | LeewayHertz |
Use case fit: Addepto vs LeewayHertz
| Use case | Addepto fit | LeewayHertz fit | Winner |
|---|---|---|---|
| Building a Databricks lakehouse that later feeds demand forecasts and an internal assistant. | Strong | Strong | Both equally |
| Productionizing ML models with MLflow and monitoring. | Strong | Limited | Addepto |
| Building internal AI apps on ZBrain. | Strong | Strong | Both equally |
| Process assessments using Hackett benchmarks. | Limited | Strong | LeewayHertz |
Verdict: Addepto vs LeewayHertz
Addepto (4.3/5) is the stronger overall choice for most AI Integration projects. Data engineering and MLOps come first, so AI features sit on warehouses that are already clean and monitored.
LeewayHertz (3.8/5) is worth a look if you need process assessments using Hackett benchmarks. If your situation matches that, LeewayHertz is a competitive option.
Related comparisons
Addepto vs LeewayHertz FAQ
Is Addepto better than LeewayHertz?
Addepto (4.3/5) scores higher overall, but "better" depends on your use case. Addepto's strongest advantage: publicly listed Clutch rate band and $10,000 minimum make budgeting straightforward. LeewayHertz's strongest advantage: ZBrain gives a ready platform for building internal AI apps.
How do Addepto and LeewayHertz differ in pricing?
Addepto pricing: $50–$99/hr (Clutch band); discovery workshops, then T&M. Minimum engagement: $10,000+ (Clutch). LeewayHertz pricing: Platform licensing plus services; rates on request. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Addepto or LeewayHertz?
LeewayHertz is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.
What are the main differences between Addepto and LeewayHertz?
Addepto's primary differentiator is: data engineering and MLOps come first, so AI features sit on warehouses that are already clean and monitored. LeewayHertz's primary differentiator is: builds on its own ZBrain low-code platform, now backed by The Hackett Group. They also differ in team size (50–249 vs 150–500), minimum engagement ($10,000+ (Clutch) vs Not disclosed), and primary industries served (Manufacturing, Retail & e-commerce vs Financial services, Healthcare).
Verify all details directly with each company before making a decision.