Tensorway vs Belitsoft: full comparison for 2026
Last updated: August 2026
Quick verdict
Tensorway (4.8/5) edges ahead of Belitsoft (3.8/5) overall. Tensorway is the better choice for enterprises that want a working agent MVP inside a month without ripping out existing systems.. Belitsoft is the stronger option for healthcare, fintech, and e-learning companies wanting agentic AI from a vendor with existing vertical experience.. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs Belitsoft: head-to-head summary
| Criterion | Tensorway | Belitsoft |
|---|---|---|
| Founded | 2019 | 2004 |
| HQ | Alicante, Spain | Warsaw, Poland |
| Team size | 50–249 | 51–400 |
| Rating | 4.8 / 5 | 3.8 / 5 |
| Best for | Enterprises that want a working agent MVP inside a month without ripping out existing systems. | Healthcare, fintech, and e-learning companies wanting agentic AI from a vendor with existing vertical experience. |
| Pricing model | Fixed project, dedicated team, retainer, time & materials, plus a discovery-first exploratory option | Fixed project, dedicated team |
| Min. engagement | $10K (per company website; independently unverifiable) | $20K (per company website; independently unverifiable) |
| Primary tech stack | Python, TypeScript, LangChain | Python, LangChain, AWS |
| Industries served | Healthcare, Financial Services, Retail & E-commerce, Manufacturing, Real Estate, Energy | Healthcare, Financial Services, Technology & SaaS |
Tensorway vs Belitsoft: overview
Tensorway
Tensorway is the AI-focused unit of an established Alicante, Spain software development company with roughly 25 years in the market, spun out specifically to build autonomous and multi-agent systems for enterprise clients. Its six-phase methodology — assessment, lightweight API-first architecture, a progressive build to a working MVP within a month, RAG-based knowledge integration, embedded compliance, and continuous monitoring — is built around plugging into a client's existing stack rather than replacing it. The team of 20+ specialists (DL architects, MLOps engineers, ML engineers, QAs) has delivered agentic work spanning legal document automation, deal-sourcing for private equity, and AI tutoring, and the parent company's decades of delivery history give the AI unit a longer institutional track record than most pure-play agent shops in this list. Claims of "15+ industry-leading AI projects" and "100% compliant development" are per company website; independently unverifiable.
Belitsoft
Belitsoft is a custom software development company founded in 2004 with headquarters in Warsaw, Poland and delivery teams distributed across Poland, Latvia, and Georgia, totaling roughly 130–400 developers, testers, and other specialists depending on the source. It serves industries including e-learning, healthcare, fintech, and — more recently — artificial intelligence and agent development. Reported employee counts vary significantly by source, so buyers should confirm current team size directly before committing to a large program.
Services and capabilities: Tensorway vs Belitsoft
| Capability | Tensorway | Belitsoft |
|---|---|---|
| Multi-agent orchestration | ✓ | ✗ |
| RAG / knowledge integration | ✓ | ✓ |
| Workflow & systems integration | ✓ | ✓ |
| Coding agents | ✓ | ✗ |
| Monitoring & anomaly detection | ✓ | ✗ |
| Customer-facing agents | ✗ | ✗ |
Tech stack comparison: Tensorway vs Belitsoft
| Framework / platform | Tensorway | Belitsoft |
|---|---|---|
| LangChain | ✓ | ✓ |
| LangGraph | ✓ | N/A |
| AutoGen | ✓ | N/A |
| LlamaIndex | ✓ | N/A |
| OpenAI | N/A | N/A |
| Anthropic Claude | N/A | N/A |
| Pinecone | ✓ | N/A |
| AWS | ✓ | ✓ |
| Azure | ✓ | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: Tensorway vs Belitsoft
| Criterion | Tensorway | Belitsoft |
|---|---|---|
| Minimum engagement | $10K (per company website; independently unverifiable) | $20K (per company website; independently unverifiable) |
| Engagement models | Fixed project, Dedicated team, Retainer, Time & materials, Discovery-first | Fixed project, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Tensorway vs Belitsoft
| Dimension | Tensorway | Belitsoft |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Healthcare, Financial Services, Retail & E-commerce | Healthcare, Financial Services, Technology & SaaS |
| Best use cases | Deploying a RAG-backed knowledge agent over proprietary internal documents, Automating a specific high-volume workflow like invoice processing or document review | Healthcare or fintech companies building compliance-aware agentic workflows, E-learning platforms adding AI tutoring or advisory agents |
| Typical project type | Fixed project | Fixed project |
Tensorway vs Belitsoft: pros and cons
| Tensorway | |
|---|---|
| + | Six-phase delivery methodology gets a functional MVP live within roughly a month |
| + | Connects into existing ERP/CRM systems rather than requiring a platform overhaul |
| + | Graph-based memory architecture supports genuinely multi-step, not single-turn, reasoning |
| + | Compliance (GDPR, HIPAA, ISO 27001) is embedded in the delivery process, not bolted on after |
| + | Backed by a parent company with two-plus decades of software delivery history |
| - | Team size (50–249, shared across the parent company's broader practice) is smaller than the global systems integrators on this list |
| - | Published case studies are a short list — deal-sourcing, legal automation, ed-tech tutoring — so depth outside those verticals is less proven |
| - | Minimum engagement and project counts are sourced from the company's own site and are independently unverifiable |
| Belitsoft | |
|---|---|
| + | Two decades of vertical delivery experience in healthcare, fintech, and e-learning |
| + | Multi-country delivery team (Poland, Latvia, Georgia) gives some staffing flexibility |
| + | Founded 2004 with continuous operating history |
| + | Existing sector expertise helps agent work meet vertical-specific compliance and workflow needs |
| - | Reported employee counts vary widely across sources (roughly 127 to 400), worth confirming directly |
| - | Agentic AI is a newer addition to a generalist custom-software practice |
| - | Fewer public large-enterprise references than bigger competitors on this list |
Who should choose Tensorway?
Tensorway is the right choice for enterprises that want a working agent MVP inside a month without ripping out existing systems..
Graph-based memory for multi-step reasoning plus a one-month path to a production MVP, without a platform overhaul.. Minimum engagement starts at $10K (per company website; independently unverifiable). Works best with clients in Healthcare, Financial Services, Retail & E-commerce, Manufacturing, Real Estate, Energy.
Who should choose Belitsoft?
Belitsoft is the right choice for healthcare, fintech, and e-learning companies wanting agentic AI from a vendor with existing vertical experience..
Two decades of vertical experience in e-learning, healthcare, and fintech, applied to agent development in those same sectors.. Minimum engagement starts at $20K (per company website; independently unverifiable). Works best with clients in Healthcare, Financial Services, Technology & SaaS.
Decision matrix: Tensorway vs Belitsoft
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Tensorway |
| You need a large dedicated team for an ongoing programme | Tensorway |
| Your budget is at the lower end | Tensorway |
| You need specialist depth in a specific vertical | Tensorway |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Both may offer discovery engagements |
Use case fit: Tensorway vs Belitsoft
| Use case | Tensorway fit | Belitsoft fit | Winner |
|---|---|---|---|
| Deploying a RAG-backed knowledge agent over proprietary internal documents | Strong | Limited | Tensorway |
| Automating a specific high-volume workflow like invoice processing or document review | Strong | Limited | Tensorway |
| Healthcare or fintech companies building compliance-aware agentic workflows | Limited | Strong | Belitsoft |
| E-learning platforms adding AI tutoring or advisory agents | Limited | Strong | Belitsoft |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Tensorway vs Belitsoft
Tensorway (4.8/5) is the stronger overall choice for most AI Agent Development projects. Graph-based memory for multi-step reasoning plus a one-month path to a production MVP, without a platform overhaul.. It is best for enterprises that want a working agent MVP inside a month without ripping out existing systems..
Belitsoft (3.8/5) is the better choice when healthcare, fintech, and e-learning companies wanting agentic AI from a vendor with existing vertical experience.. If your situation matches those criteria, Belitsoft is a competitive option.
Related comparisons
Tensorway vs Belitsoft FAQ
Is Tensorway better than Belitsoft?
Tensorway (4.8/5) scores higher overall, but "better" depends on your use case. Tensorway is better for enterprises that want a working agent MVP inside a month without ripping out existing systems.. Belitsoft is better for healthcare, fintech, and e-learning companies wanting agentic AI from a vendor with existing vertical experience..
How do Tensorway and Belitsoft differ in pricing?
Tensorway uses fixed project, dedicated team, retainer, time & materials, plus a discovery-first exploratory option pricing with a minimum engagement of $10K (per company website; independently unverifiable). Belitsoft uses fixed project, dedicated team pricing with a minimum engagement of $20K (per company website; independently unverifiable). Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Tensorway or Belitsoft?
Belitsoft 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 Belitsoft?
Tensorway's primary differentiator is: graph-based memory for multi-step reasoning plus a one-month path to a production mvp, without a platform overhaul.. Belitsoft's primary differentiator is: two decades of vertical experience in e-learning, healthcare, and fintech, applied to agent development in those same sectors.. They also differ in team size (50–249 vs 51–400), minimum engagement ($10K (per company website; independently unverifiable) vs $20K (per company website; independently unverifiable)), and primary industries served (Healthcare, Financial Services vs Healthcare, Financial Services).
Last reviewed: August 2026. Verify all details directly with each company before making a decision.