deepsense.ai vs LeewayHertz: full comparison for 2026
Quick verdict
deepsense.ai (4.5/5) edges ahead of LeewayHertz (3.8/5) overall. deepsense.ai is the better choice for teams needing RAG and evaluation done properly. 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.
deepsense.ai vs LeewayHertz: head-to-head summary
| Criterion | deepsense.ai | LeewayHertz |
|---|---|---|
| Founded | 2014 | 2007 |
| HQ | Warsaw, Poland | Gurugram, India (U.S. office: San Francisco) |
| Team size | 101–200 | ~200 |
| Rating | 4.5 / 5 | 3.8 / 5 |
| Primary differentiator | Evaluation frameworks that test model output before it reaches users | ZBrain platform for assembling enterprise AI apps |
| Pricing model | Time & materials and fixed-scope projects; $100–$149/hr (Clutch band) | Platform licensing plus project fees; rates on request |
| Min. engagement | $25,000+ (Clutch) | Not disclosed |
| Primary tech stack | LangChain, Azure OpenAI, AWS Bedrock | ZBrain, LangChain, Azure OpenAI |
| Industries served | Retail & e-commerce, Manufacturing, Financial services, Telecom | Financial services, Retail & e-commerce, Healthcare, Manufacturing |
deepsense.ai vs LeewayHertz: overview
deepsense.ai
deepsense.ai is a Warsaw AI engineering company founded in 2014 with 100–200 staff. Its recent Clutch-listed work centers on agentic systems that automate internal workflows, retrieval-augmented generation (RAG) knowledge platforms, voice AI on telephony, and evaluation frameworks for testing models before release. Its research background predates the current LLM wave by several years. Clutch shows a $100–$149 hourly band and a $25,000 minimum, which places it at the upper end of European rates.
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: deepsense.ai vs LeewayHertz
| Capability | deepsense.ai | 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: deepsense.ai vs LeewayHertz
| Framework / platform | deepsense.ai | 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 | N/A |
| Databricks | ✓ | N/A |
| BigQuery | N/A | N/A |
| Azure OpenAI | ✓ | ✓ |
| AWS Bedrock | ✓ | ✓ |
| Zendesk | N/A | N/A |
Pricing comparison: deepsense.ai vs LeewayHertz
| Criterion | deepsense.ai | LeewayHertz |
|---|---|---|
| Minimum engagement | $25,000+ (Clutch) | Not disclosed |
| Engagement models | Fixed-scope project, Time & materials, Dedicated team | Fixed-scope project, Time & materials |
| Rate transparency | Minimum disclosed | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: deepsense.ai vs LeewayHertz
| Dimension | deepsense.ai | LeewayHertz |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail & e-commerce, Manufacturing, Financial services | Financial services, Retail & e-commerce, Healthcare |
| Best use cases | Building a RAG assistant over product manuals with measured answer accuracy, Voice agents that answer inbound calls and write back to a ticketing tool | Building internal AI apps on ZBrain, Process automation agents for back-office teams |
| Typical project type | Fixed-scope project | Fixed-scope project |
deepsense.ai vs LeewayHertz: pros and cons
| deepsense.ai | |
|---|---|
| + | Builds evaluation suites that measure accuracy before a feature ships. |
| + | Voice AI over phone lines is an uncommon skill among integration vendors. |
| + | A ten-year ML track record means classical models and LLMs can be mixed when one alone won't do. |
| + | Clients still give it 4.8–4.9 on Clutch's cost score despite the higher rate band. |
| - | The $100–$149 Clutch band is high for Central European delivery |
| - | Enterprise CRM and ERP connectors are not where its case studies concentrate |
| - | Post-launch managed service isn't a packaged offer |
| 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 deepsense.ai?
A typical fit: building a RAG assistant over product manuals with measured answer accuracy.
Evaluation frameworks that test model output before it reaches users. Minimum engagement starts at $25,000+ (Clutch). Works best with clients in Retail & e-commerce, Manufacturing, Financial services, Telecom.
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: deepsense.ai 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: deepsense.ai ($25,000+ (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 | Both build agentic workflows |
| You need a large team for a multi-year program | LeewayHertz |
Use case fit: deepsense.ai vs LeewayHertz
| Use case | deepsense.ai fit | LeewayHertz fit | Winner |
|---|---|---|---|
| Building a RAG assistant over product manuals with measured answer accuracy | Strong | Limited | deepsense.ai |
| Voice agents that answer inbound calls and write back to a ticketing tool | Strong | Limited | deepsense.ai |
| Building internal AI apps on ZBrain | Limited | Strong | LeewayHertz |
| Process automation agents for back-office teams | Limited | Strong | LeewayHertz |
Verdict: deepsense.ai vs LeewayHertz
deepsense.ai (4.5/5) is the stronger overall choice for most AI Integration Services projects. Evaluation frameworks that test model output before it reaches users.
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
deepsense.ai vs LeewayHertz FAQ
Is deepsense.ai better than LeewayHertz?
deepsense.ai (4.5/5) scores higher overall, but "better" depends on your use case. deepsense.ai's strongest advantage: builds evaluation suites that measure accuracy before a feature ships. LeewayHertz's strongest advantage: ZBrain gives a starting framework instead of a blank build.
How do deepsense.ai and LeewayHertz differ in pricing?
deepsense.ai's pricing: time & materials and fixed-scope projects; $100–$149/hr (Clutch band) with a minimum engagement of $25,000+ (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: deepsense.ai 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 deepsense.ai and LeewayHertz?
deepsense.ai's primary differentiator is: evaluation frameworks that test model output before it reaches users. LeewayHertz's primary differentiator is: ZBrain platform for assembling enterprise AI apps. They also differ in team size (101–200 vs ~200), minimum engagement ($25,000+ (Clutch) vs Not disclosed), and primary industries served (Retail & e-commerce, Manufacturing vs Financial services, Retail & e-commerce).
Verify all details directly with each provider before making a decision.