Tensorway vs SoftKraft: full comparison for 2026
Quick verdict
Tensorway (4.8/5) edges ahead of SoftKraft (3.9/5) overall. Tensorway is the better choice for buyers who want a clearly scoped service, not an open-ended retainer. SoftKraft is the stronger option for startups on tight budgets needing AI strategy services. The right choice depends on your project size, budget, and required tech stack.
Tensorway vs SoftKraft: head-to-head summary
| Criterion | Tensorway | SoftKraft |
|---|---|---|
| Founded | 2019 | 2015 |
| HQ | Alicante, Spain | Bielsko-Biala, Poland |
| Team size | 20-50 | 11-50 |
| Rating | 4.8 / 5 | 3.9 / 5 |
| Primary differentiator | An 11-step service scope covering data profiling through model validation | A small dedicated team priced for startup budgets, not enterprise service rates |
| Pricing model | Fixed-scope project, dedicated team, or paid discovery phase | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, PyTorch, TensorFlow | Python, PostgreSQL, Apache Airflow |
| Industries served | Legal, Private equity & finance, E-learning, Sports & media | Fintech, SaaS, Healthtech |
Tensorway vs SoftKraft: overview
Tensorway
Tensorway split off in 2019 from a longer-running Alicante, Spain software house with roughly 25 years of prior delivery history, and now runs as a standalone practice of 20-50 deep learning architects, MLOps engineers, ML engineers, and QAs. Its service scope is unusually specific for a firm this size: an 11-step process covering challenge understanding, data profiling, feasibility study, and model validation, delivered by the same team that later builds whatever gets recommended. The firm frames its own value proposition directly, finding use cases with a real return, not the ones that just sound impressive.
SoftKraft
SoftKraft was founded in 2015 by CEO Marek Petrykowski and CTO Blazej Kosmowski, running a lean 11-50 person team from Bielsko-Biala, Poland. Around 70% of its clients are North American despite the delivery team sitting in Poland. The firm's service positioning centers on data-driven software, AI advisory, and data engineering built specifically for startups and small-to-mid-sized companies, not enterprise accounts.
Services and capabilities: Tensorway vs SoftKraft
| Capability | Tensorway | SoftKraft |
|---|---|---|
| AI strategy consulting | ✓ | ✓ |
| Generative AI | ✓ | ✗ |
| Machine learning | ✓ | ✓ |
| Data engineering | ✓ | ✓ |
| MLOps | ✓ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Tensorway vs SoftKraft
| Framework / platform | Tensorway | SoftKraft |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| Google Cloud | ✓ | N/A |
| Kubernetes | ✓ | N/A |
| LangChain | ✓ | N/A |
| PyTorch | ✓ | N/A |
Pricing comparison: Tensorway vs SoftKraft
| Criterion | Tensorway | SoftKraft |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team, Discovery phase | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Tensorway vs SoftKraft
| Dimension | Tensorway | SoftKraft |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Legal, Private equity & finance, E-learning | Fintech, SaaS, Healthtech |
| Best use cases | Wanting a clearly bounded readiness-assessment service that leads into implementation with the same team., Auditing an AI system already in production that isn't performing as expected. | Getting an AI strategy assessment service for a pre-seed or seed-stage startup., Getting AI advisory and data engineering services handled by one small, accountable team. |
| Typical project type | Fixed project | Fixed project |
Tensorway vs SoftKraft: pros and cons
| Tensorway | |
|---|---|
| + | The service scope is documented step by step, so buyers know exactly what they're purchasing before signing. |
| + | Strategy and implementation stay with the same team, avoiding the handoff gap that shows up when a consultancy hands a roadmap to a separate vendor. |
| + | GDPR, HIPAA, ISO 9001, and ISO 27001 certification is standard, not an add-on line item. |
| + | Backed by its parent company's 25-year delivery infrastructure while remaining AI-only in focus. |
| + | Recognized by Clutch, PMI, Fortune, and Manifest, per the company's own materials. |
| - | A 20-50 person team limits how many large engagements can run at once |
| - | No published price list, so the actual service cost only firms up after a scoping call |
| SoftKraft | |
|---|---|
| + | A smaller team size keeps overhead, and likely service cost, below mid-size and enterprise firms. |
| + | A 70% North American client base shows the team has adapted to US buyer expectations from Poland. |
| + | Founder-led leadership stays close to service delivery rather than purely sales. |
| + | Startup and SME focus means scope and pricing fit smaller budgets from the outset. |
| - | A team of 11-50 limits capacity to a handful of concurrent service engagements |
| - | Less public case-study history than firms with a decade-plus track record |
Who should choose Tensorway?
A typical fit: wanting a clearly bounded readiness-assessment service that leads into implementation with the same team.
An 11-step service scope covering data profiling through model validation. Minimum engagement is not publicly disclosed. Works best with clients in Legal, Private equity & finance, E-learning, Sports & media.
Who should choose SoftKraft?
A typical fit: getting an AI strategy assessment service for a pre-seed or seed-stage startup.
A small dedicated team priced for startup budgets, not enterprise service rates. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, SaaS, Healthtech.
Decision matrix: Tensorway vs SoftKraft
| 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 | Compare: Tensorway (Not disclosed) vs SoftKraft (Not disclosed) |
| 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 | Tensorway |
Use case fit: Tensorway vs SoftKraft
| Use case | Tensorway fit | SoftKraft fit | Winner |
|---|---|---|---|
| Wanting a clearly bounded readiness-assessment service that leads into implementation with the same team. | Strong | Limited | Tensorway |
| Auditing an AI system already in production that isn't performing as expected. | Strong | Limited | Tensorway |
| Getting an AI strategy assessment service for a pre-seed or seed-stage startup. | Limited | Strong | SoftKraft |
| Getting AI advisory and data engineering services handled by one small, accountable team. | Limited | Strong | SoftKraft |
| Fixed-price project | Limited | Limited | Both equally |
| Dedicated team model | Limited | Limited | Both equally |
Verdict: Tensorway vs SoftKraft
Tensorway (4.8/5) is the stronger overall choice for most AI Consulting projects. An 11-step service scope covering data profiling through model validation.
SoftKraft (3.9/5) is worth a look if you need getting AI advisory and data engineering services handled by one small, accountable team. If your situation matches that, SoftKraft is a competitive option.
Related comparisons
Tensorway vs SoftKraft FAQ
Is Tensorway better than SoftKraft?
Tensorway (4.8/5) scores higher overall, but "better" depends on your use case. Tensorway's strongest advantage: the service scope is documented step by step, so buyers know exactly what they're purchasing before signing. SoftKraft's strongest advantage: a smaller team size keeps overhead, and likely service cost, below mid-size and enterprise firms.
How do Tensorway and SoftKraft differ in pricing?
Tensorway uses fixed-scope project, dedicated team, or paid discovery phase pricing. SoftKraft uses fixed project or dedicated team pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Tensorway or SoftKraft?
Tensorway is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each firm before shortlisting.
What are the main differences between Tensorway and SoftKraft?
Tensorway's primary differentiator is: an 11-step service scope covering data profiling through model validation. SoftKraft's primary differentiator is: a small dedicated team priced for startup budgets, not enterprise service rates. They also differ in team size (20-50 vs 11-50), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Legal, Private equity & finance vs Fintech, SaaS).
Verify all details directly with each firm before making a decision.