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 manufacturers connecting AI to engineering data. LeewayHertz is the stronger option for buyers open to a platform-based 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 | Gurugram, India (U.S. office: San Francisco) |
| Team size | 50–249 | ~200 |
| Rating | 4.3 / 5 | 3.8 / 5 |
| Primary differentiator | Integration work with industrial systems such as SCADA, CAD, and PLM | ZBrain platform for assembling enterprise AI apps |
| Pricing model | Fixed-scope projects and time & materials; $50–$99/hr (Clutch band) | Platform licensing plus project fees; rates on request |
| Min. engagement | $10,000+ (Clutch) | Not disclosed |
| Primary tech stack | Databricks, Azure OpenAI, Snowflake | ZBrain, LangChain, Azure OpenAI |
| Industries served | Manufacturing, Energy, Logistics, Retail & e-commerce | Financial services, Retail & e-commerce, Healthcare, Manufacturing |
Addepto vs LeewayHertz: overview
Addepto
Addepto was founded in Warsaw in 2018 and employs 50–100 people according to most directories (Clutch shows 50–249). KMS Technology acquired it in December 2025, and it continues as an independent subsidiary. Its focus is unusual. The integration work leans toward industrial and engineering data, connecting AI to supervisory control (SCADA), computer-aided design (CAD), and product lifecycle management (PLM) systems alongside more common document and analytics projects. Clutch lists a $10,000 minimum and a $50–$99 hourly band, one of the more accessible entry points on this list.
LeewayHertz
LeewayHertz was founded in 2007 in Gurugram, India, and keeps a U.S. office in San Francisco, with roughly 150–300 staff. The Hackett Group bought it in September 2024 for $7.8 million, per Hackett's SEC filings, and the two formed a joint venture around its ZBrain enterprise AI platform. It publishes a very large volume of AI content, which inflates its visibility relative to its verifiable delivery record. ZBrain is model-agnostic across the major LLM providers.
Services and capabilities: Addepto vs LeewayHertz
| Capability | Addepto | LeewayHertz |
|---|---|---|
| CRM / ERP integration | ✗ | ✗ |
| LLM API gateway & cost control | ✓ | ✓ |
| Document processing | ✓ | ✗ |
| Conversational AI | ✗ | ✗ |
| Agentic workflows | ✗ | ✓ |
| Fixed-price pilot | ✗ | ✗ |
| Managed services after launch | ✗ | ✗ |
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 |
| BigQuery | N/A | N/A |
| Azure OpenAI | ✓ | ✓ |
| AWS Bedrock | N/A | ✓ |
| Zendesk | N/A | N/A |
Pricing comparison: Addepto vs LeewayHertz
| Criterion | Addepto | LeewayHertz |
|---|---|---|
| Minimum engagement | $10,000+ (Clutch) | Not disclosed |
| Engagement models | Fixed-scope project, Time & materials | Fixed-scope 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, Energy, Logistics | Financial services, Retail & e-commerce, Healthcare |
| Best use cases | Search across CAD and PLM records with an LLM front end, Predictive maintenance from SCADA sensor history | Building internal AI apps on ZBrain, Process automation agents for back-office teams |
| Typical project type | Fixed-scope project | Fixed-scope project |
Addepto vs LeewayHertz: pros and cons
| Addepto | |
|---|---|
| + | The $10K Clutch minimum lets small teams test an integration without a large commitment. |
| + | Experience with plant and engineering systems most AI vendors don't touch. |
| + | Clutch reviews average close to 4.9. |
| + | Data engineering and AI are scoped by the same team. |
| - | Acquired by KMS Technology in December 2025; long-term pricing and branding may change |
| - | Headcount varies a lot between directories |
| - | No managed-service offer for running systems after launch |
| LeewayHertz | |
|---|---|
| + | ZBrain gives a starting framework instead of a blank build. |
| + | Backed by a Nasdaq-listed parent after the 2024 deal. |
| + | Works with several model providers. |
| - | Acquired by The Hackett Group in 2024; direction now follows the parent's strategy |
| - | Visibility comes largely from content marketing, not verified case work |
| - | Platform-based delivery can tie clients to ZBrain |
Who should choose Addepto?
A typical fit: search across CAD and PLM records with an LLM front end.
Integration work with industrial systems such as SCADA, CAD, and PLM. Minimum engagement starts at $10,000+ (Clutch). Works best with clients in Manufacturing, Energy, Logistics, Retail & e-commerce.
Who should choose LeewayHertz?
A typical fit: building internal AI apps on ZBrain.
ZBrain platform for assembling enterprise AI apps. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Retail & e-commerce, Healthcare, Manufacturing.
Decision matrix: Addepto vs LeewayHertz
| Your situation | Recommended choice |
|---|---|
| You want a priced pilot before committing to a rollout | Neither advertises one; ask for a scoped pilot quote |
| You need someone to run and monitor the system after launch | Neither; plan for your own team to run it |
| Your budget is at the lower end | Compare: Addepto ($10,000+ (Clutch)) vs LeewayHertz (Not disclosed) |
| The AI has to read and write in your CRM or ERP | Check each profile; neither lists CRM or ERP work |
| You need multi-step agents acting across systems | LeewayHertz |
| You need a large team for a multi-year program | LeewayHertz |
Use case fit: Addepto vs LeewayHertz
| Use case | Addepto fit | LeewayHertz fit | Winner |
|---|---|---|---|
| Search across CAD and PLM records with an LLM front end | Strong | Limited | Addepto |
| Predictive maintenance from SCADA sensor history | Strong | Limited | Addepto |
| Building internal AI apps on ZBrain | Limited | Strong | LeewayHertz |
| Process automation agents for back-office teams | Limited | Strong | LeewayHertz |
Verdict: Addepto vs LeewayHertz
Addepto (4.3/5) is the stronger overall choice for most AI Integration Services projects. Integration work with industrial systems such as SCADA, CAD, and PLM.
LeewayHertz (3.8/5) is worth a look if you need process automation agents for back-office teams. 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: the $10K Clutch minimum lets small teams test an integration without a large commitment. LeewayHertz's strongest advantage: ZBrain gives a starting framework instead of a blank build.
How do Addepto and LeewayHertz differ in pricing?
Addepto's pricing: fixed-scope projects and time & materials; $50–$99/hr (Clutch band) with a minimum engagement of $10,000+ (Clutch). LeewayHertz's pricing: platform licensing plus project fees; rates on request. Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.
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 provider before shortlisting.
What are the main differences between Addepto and LeewayHertz?
Addepto's primary differentiator is: integration work with industrial systems such as SCADA, CAD, and PLM. LeewayHertz's primary differentiator is: ZBrain platform for assembling enterprise AI apps. They also differ in team size (50–249 vs ~200), minimum engagement ($10,000+ (Clutch) vs Not disclosed), and primary industries served (Manufacturing, Energy vs Financial services, Retail & e-commerce).
Verify all details directly with each provider before making a decision.