Tensorway vs TTMS: full comparison for 2026
Quick verdict
Tensorway (4.8/5) edges ahead of TTMS (4.5/5) overall. Tensorway is the better choice for mid-market firms adding AI to existing CRM and ERP. TTMS is the stronger option for pharma and regulated firms on Salesforce or Microsoft 365. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs TTMS: head-to-head summary
| Criterion | Tensorway | TTMS |
|---|---|---|
| Founded | 2019 | 2015 |
| HQ | Alicante, Spain | Warsaw, Poland |
| Team size | 50+ | 800+ |
| Rating | 4.8 / 5 | 4.5 / 5 |
| Primary differentiator | Integrates with the CRM and ERP you already run, with PII redaction and per-user access rules applied before any model call | Adds AI inside Salesforce, Microsoft 365 and Adobe Experience Manager for pharma and defense clients with strict validation rules |
| Pricing model | Fixed price for the audit and pilot, then dedicated team or managed service; API run cost estimated during the pilot | Fixed-price projects, T&M and dedicated teams; rates on request |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Salesforce, HubSpot, Microsoft Dynamics 365 | Salesforce, Microsoft 365, Azure OpenAI |
| Industries served | Legal services, Financial services, Healthcare records, Retail & e-commerce, Private equity | Pharma & life sciences, Defense, Manufacturing, Financial services |
Tensorway vs TTMS: overview
Tensorway
Tensorway is an AI-first engineering company founded in 2019 and headquartered in Alicante, Spain, with a team of more than 50. Its integration work runs on top of existing platforms such as Salesforce, HubSpot, Dynamics 365, SAP, Oracle and NetSuite, so clients keep their systems of record and skip a migration. Requests pass through a single gateway that masks personal data before it reaches a model and limits each answer to documents the employee is already allowed to open. For Liner Legal, a U.S. law practice, it cut medical-record processing from roughly a week to 5–15 minutes and automated about four days of manual CRM reconciliation (per company website; independently unverifiable). The delivery leads behind it bring 20-plus years of business-software engineering to the work.
TTMS
TTMS (Transition Technologies MS) was formed in 2015 inside Poland's Transition Technologies group and is headquartered in Warsaw's Varso Tower, with subsidiaries in the UK, Denmark, Switzerland, Malaysia and India. It is a platform-partner firm, certified with Salesforce, Microsoft, Adobe and Webcon, and it attaches AI features to those platforms rather than building standalone apps. The company reports more than 800 specialists and PLN 233.7 million in 2024 revenue. Pharma and defense are its most established sectors.
Services and capabilities: Tensorway vs TTMS
| Capability | Tensorway | TTMS |
|---|---|---|
| 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: Tensorway vs TTMS
| Framework / platform | Tensorway | TTMS |
|---|---|---|
| Salesforce | ✓ | ✓ |
| SAP | ✓ | N/A |
| Microsoft Dynamics 365 | ✓ | N/A |
| HubSpot | ✓ | N/A |
| Snowflake | ✓ | N/A |
| Databricks | ✓ | N/A |
| Azure OpenAI | N/A | ✓ |
| AWS Bedrock | N/A | N/A |
| LangChain | N/A | N/A |
| ServiceNow | N/A | N/A |
Pricing comparison: Tensorway vs TTMS
| Criterion | Tensorway | TTMS |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed-scope audit or pilot, Dedicated team, Managed services | Fixed project, Time & materials, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Tensorway vs TTMS
| Dimension | Tensorway | TTMS |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Legal services, Financial services, Healthcare records | Pharma & life sciences, Defense, Manufacturing |
| Best use cases | Reconciling CRM records against case or order data that staff currently match by hand., Extracting and cross-checking fields from medical records, invoices or contracts, then routing them into the ERP. | Adding Copilot-style assistants to Microsoft 365 and Power Platform workflows., Document classification and extraction feeding Salesforce for pharma field teams. |
| Typical project type | Fixed-scope audit or pilot | Fixed project |
Tensorway vs TTMS: pros and cons
| Tensorway | |
|---|---|
| + | Works against the systems you already own, and where a platform has no usable API it reads from database replicas, message queues or file exports |
| + | Personal data is masked before a prompt leaves your perimeter, and answers respect the same document permissions the employee has today |
| + | A one-week system audit produces an integration plan and ROI estimate before any build money is committed |
| + | The first workflow goes live on real data in 2–4 weeks and is measured against the baseline taken during the audit |
| + | One gateway logs every request, enforces rate limits and tracks token spend per feature, which makes the monthly AI bill explainable |
| - | No prices are published, so you only see a number after the scoping call |
| - | A team of 50+ has no round-the-clock global delivery footprint like the large integrators |
| - | Its pages list no certifications and no named partner tier with an LLM provider or hyperscaler |
| TTMS | |
|---|---|
| + | Certified partner status with Salesforce and Microsoft, the two platforms most mid-size AI integrations touch |
| + | Experience in validated pharma environments, where every change to a system needs documentation |
| + | European delivery with EU data handling as the default |
| + | Large enough to staff multi-platform work, small enough to keep senior people on the account |
| - | Part of a larger Polish group, so some decisions sit above the operating company |
| - | AI is one practice among many, and standalone model engineering is thinner than at AI-first firms |
| - | Little published detail on LLM cost controls or model routing |
Who should choose Tensorway?
A typical fit: reconciling CRM records against case or order data that staff currently match by hand.
Integrates with the CRM and ERP you already run, with PII redaction and per-user access rules applied before any model call. Minimum engagement is not publicly disclosed. Works best with clients in Legal services, Financial services, Healthcare records, Retail & e-commerce, Private equity.
Who should choose TTMS?
A typical fit: adding Copilot-style assistants to Microsoft 365 and Power Platform workflows.
Adds AI inside Salesforce, Microsoft 365 and Adobe Experience Manager for pharma and defense clients with strict validation rules. Minimum engagement is not publicly disclosed. Works best with clients in Pharma & life sciences, Defense, Manufacturing, Financial services.
Decision matrix: Tensorway vs TTMS
| Your situation | Recommended choice |
|---|---|
| You want a fixed-price audit or pilot before committing | Tensorway |
| AI has to work inside your existing CRM or ERP | Both |
| Personal data must be masked and answers limited by user permissions | Tensorway |
| Your budget is at the lower end | Compare: Tensorway (Not disclosed) vs TTMS (Not disclosed) |
| You want the vendor to run the AI service after launch | Tensorway |
| You are building multi-step agents across systems | Neither lists agentic AI work |
Use case fit: Tensorway vs TTMS
| Use case | Tensorway fit | TTMS fit | Winner |
|---|---|---|---|
| Reconciling CRM records against case or order data that staff currently match by hand. | Strong | Limited | Tensorway |
| Extracting and cross-checking fields from medical records, invoices or contracts, then routing them into the ERP. | Strong | Limited | Tensorway |
| Adding Copilot-style assistants to Microsoft 365 and Power Platform workflows. | Limited | Strong | TTMS |
| Document classification and extraction feeding Salesforce for pharma field teams. | Limited | Strong | TTMS |
Verdict: Tensorway vs TTMS
Tensorway (4.8/5) is the stronger overall choice for most AI Integration projects. Integrates with the CRM and ERP you already run, with PII redaction and per-user access rules applied before any model call.
TTMS (4.5/5) is worth a look if you need document classification and extraction feeding Salesforce for pharma field teams. If your situation matches that, TTMS is a competitive option.
Related comparisons
Tensorway vs TTMS FAQ
Is Tensorway better than TTMS?
Tensorway (4.8/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: works against the systems you already own, and where a platform has no usable API it reads from database replicas, message queues or file exports. TTMS's strongest advantage: certified partner status with Salesforce and Microsoft, the two platforms most mid-size AI integrations touch.
How do Tensorway and TTMS differ in pricing?
Tensorway pricing: Fixed price for the audit and pilot, then dedicated team or managed service; API run cost estimated during the pilot. TTMS pricing: Fixed-price projects, T&M and dedicated teams; rates on request. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Tensorway or TTMS?
TTMS 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 Tensorway and TTMS?
Tensorway's primary differentiator is: integrates with the CRM and ERP you already run, with PII redaction and per-user access rules applied before any model call. TTMS's primary differentiator is: adds AI inside Salesforce, Microsoft 365 and Adobe Experience Manager for pharma and defense clients with strict validation rules. They also differ in team size (50+ vs 800+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Legal services, Financial services vs Pharma & life sciences, Defense).
Verify all details directly with each company before making a decision.