SoftKraft
Python-focused AI development company using test-driven development for agentic AI
What is SoftKraft?
SoftKraft is a Poland-based software development company specialising in Python-driven AI and ML engineering, with a test-driven development (TDD) approach to agentic AI. The firm covers LLM integration, RAG systems, custom AI agent development, and full-stack Python engineering for SaaS and tech companies. SoftKraft's TDD methodology means AI agents are validated against defined test cases before production deployment, reducing hallucination risk and improving system reliability.
SoftKraft was founded in 2013 and is headquartered in Kraków, Poland. The firm employs 51–200 people and works primarily with clients in SaaS, Fintech, Healthcare, E-commerce, Technology sectors. Its primary differentiator is: Test-driven development (TDD) methodology applied to AI agents — validated before production deployment.
SoftKraft tech stack and services
| Service area | Details |
|---|---|
| Python-based AI agent development with TDD validation | Available for SaaS, Fintech, Healthcare, E-commerce, Technology clients |
| RAG systems with tested retrieval accuracy | Available for SaaS, Fintech, Healthcare, E-commerce, Technology clients |
| LLM integration into SaaS backends | Available for SaaS, Fintech, Healthcare, E-commerce, Technology clients |
| AI-powered data extraction and processing pipelines | Available for SaaS, Fintech, Healthcare, E-commerce, Technology clients |
| Custom FastAPI services for AI agent APIs | Available for SaaS, Fintech, Healthcare, E-commerce, Technology clients |
SoftKraft use cases
Short answer: SoftKraft is best suited for saaS and tech companies that prioritise code quality and test-driven validation for AI agent deployments.
| Use case | Industries | Approach |
|---|---|---|
| Python-based AI agent development with TDD validation | SaaS, Fintech | Python, LangChain |
| RAG systems with tested retrieval accuracy | SaaS, Fintech | Python, LangChain |
| LLM integration into SaaS backends | SaaS, Fintech | Python, LangChain |
| AI-powered data extraction and processing pipelines | SaaS, Fintech | Python, LangChain |
| Custom FastAPI services for AI agent APIs | SaaS, Fintech | Python, LangChain |
SoftKraft pricing
Short answer: SoftKraft uses a fixed project, dedicated team pricing approach. Minimum engagement is not publicly disclosed; a discovery call is required.
| Engagement model | Typical range | Best for |
|---|---|---|
| Fixed project | From not disclosed | Well-defined scope |
| Dedicated team | Variable; depends on team size | Large programmes or team augmentation |
SoftKraft pros and cons
| Advantages | Things to consider |
|---|---|
| +TDD approach reduces hallucination risk and improves reliability | -Poland-based — time zone gap for US West Coast real-time collaboration |
| +Strong Python and FastAPI engineering depth | -Less established for very large multi-agent architectures |
| +European time zones — easy for EU clients | |
| +Competitive rates compared to US-based boutiques |
SoftKraft vs alternatives
How SoftKraft compares to the other top AI agent development companies in 2026.
| Company | Best for | Key difference | Rating | Compare |
|---|---|---|---|---|
| Tensorway | SaaS companies and tech teams that need a... | AI-native from founding: every engineer is an agent specialist, not a repositioned generalist | 4.9 | Full comparison |
| Leewayhertz | Mid-market product and engineering teams that need AI-first... | Broadest framework coverage (LangGraph, CrewAI, AutoGen) and largest completed AI portfolio of the specialist firms on this list | 4.6 | Full comparison |
| EPAM Systems | Enterprise organisations (1,000+ employees) needing scalable AI engineering... | 55,000+ engineers, top-tier partnerships with AWS / Azure / GCP, and a track record in compliance-sensitive regulated-industry AI deployments | 4.5 | Full comparison |
| SoftServe | Mid-market to enterprise teams needing GenAI or healthcare... | Deep healthcare AI delivery track record alongside 30+ years of IT services; primary engineering base in Ukraine and Poland | 4.2 | Full comparison |
| Turing | Companies that already have technical leadership and want... | Talent marketplace: assembles a vetted AI engineering team in days; buyer must provide technical direction and project ownership | 3.9 | Full comparison |
| Appinventiv | Cost-conscious projects needing a fixed-scope AI agent or... | India-based delivery rates with a 1,500+ team; accessible fixed-price model for defined-scope AI builds | 3.7 | Full comparison |
| SoluLab | Startups and early-stage teams exploring AI agent feasibility... | Lowest minimum engagement ($15K) of any firm on this list; accessible starting point before committing to larger AI-native vendors | 3.5 | Full comparison |
| Simform | Mid-market and enterprise teams needing cloud-native AI agent... | 1,000+ engineers with AWS, Google Cloud, and Azure partnerships; strong client satisfaction track record on Clutch | 4.6 | Full comparison |
| Markovate | Healthcare, fintech, and SaaS companies integrating AI agents... | ISO-certified with HIPAA/GDPR readiness; leadership with prior AI experience at AT&T and IBM | 4.5 | Full comparison |
| Kanerika | Mid-market and enterprise companies in manufacturing, logistics, and... | Microsoft Solutions Partner for Data & AI; data-native agent design on top of existing data pipelines | 4.5 | Full comparison |
| ITRex Group | Media, fintech, and SaaS companies needing AI-first engineering... | AI-first engineering culture with US + EMEA delivery and no long-term lock-in; start-small PoC model | 4.4 | Full comparison |
| Intuz | Healthcare, e-commerce, and finance teams needing multimodal AI... | Cross-framework expertise across five agent frameworks (LangGraph, AutoGen, CrewAI, OpenAgents, MetaGPT) and multimodal agent support | 4.4 | Full comparison |
| Brocoders | SaaS companies and mid-sized businesses that need AI... | 5.0 Clutch rating across 30 reviews; MCP-enabled AI workflows in production products | 4.8 | Full comparison |
| Azumo | US product teams seeking nearshore AI engineering with... | Nearshore Latin America delivery with US time zones; SOC 2 compliant private model tuning | 4.4 | Full comparison |
| DevCom | Mid-market businesses building custom AI agents for defined... | Close-collaboration delivery model; US-based client management with Ukraine-based engineering | 4.3 | Full comparison |
| Neurons Lab | Financial institutions and regulated-sector organisations moving AI agents... | Financial services specialisation with compliance and data sovereignty built into every delivery | 4.5 | Full comparison |
| RTS Labs | Enterprise teams needing combined data strategy and AI... | Data strategy and AI agent development in one firm; supply chain and logistics AI depth | 4.3 | Full comparison |
| Master of Code Global | Enterprise retail, banking, and healthcare teams building customer-facing... | 10+ years of conversational AI delivery; 250+ projects across enterprise clients | 4.4 | Full comparison |
| HatchWorks AI | Healthcare, financial services, and energy organisations that need... | Governance and model observability built into the architecture from sprint one | 4.3 | Full comparison |
| Intellectyx | Enterprise organisations that need AI agents mapped to... | Strategy-led approach: AI agents are scoped against business outcomes, not technology requirements | 4.2 | Full comparison |
| Codebridge | Tech companies building AI agents as a core... | Architectural-first methodology: AI agents designed as a foundational system layer, not a bolt-on | 4.3 | Full comparison |
| Neoteric | Companies building AI agents where end-user experience is... | AI-native consultancy with UX depth — agents designed for user adoption, not just technical performance | 4.2 | Full comparison |
| OpenKit | Legal, education, and regulated-sector organisations needing AI agents... | Legal and edtech AI agent specialisation with data sovereignty and compliance focus | 4.2 | Full comparison |
| GenAI Labs | Businesses needing production-ready AI agents for internal workflow... | Production-first philosophy: every engagement targets real business system integration, not generic LLM demos | 4.3 | Full comparison |
| XenonStack | Enterprise teams needing AI agents embedded in cloud-native... | Platform engineering depth — AI agents built on top of production-grade cloud and data infrastructure | 4.1 | Full comparison |
| Deeper Insights | UK and European organisations needing AI agent development... | UK-based AI and data science depth with AI governance consulting; strong NLP and computer vision background | 4.2 | Full comparison |
| LITSLINK | SaaS, fintech, and healthcare teams needing production-grade AI... | Multi-framework expertise across 5 agent frameworks with observability tooling built into every deployment | 4.2 | Full comparison |
| AscentCore | Enterprise teams needing AI agents integrated with existing... | Product thinking applied to AI engineering — agents designed for operational integration, not standalone deployment | 4.1 | Full comparison |
| ScienceSoft | Enterprise organisations that need AI agent development backed... | 35 years of IT delivery experience with a mature AI and ML practice; strong risk management and project governance | 4.3 | Full comparison |
SoftKraft FAQ
What is SoftKraft?
SoftKraft is a Poland-based software development company specialising in Python-driven AI and ML engineering, with a test-driven development (TDD) approach to agentic AI. The firm covers LLM integration, RAG systems, custom AI agent development, and full-stack Python engineering for SaaS and tech companies. SoftKraft's TDD methodology means AI agents are validated against defined test cases before production deployment, reducing hallucination risk and improving system reliability.
How much does SoftKraft charge?
SoftKraft uses fixed project, dedicated team pricing. Minimum engagement is not publicly disclosed. A discovery call is required to get project-specific quotes.
What tech stack does SoftKraft use?
SoftKraft works with Python, LangChain, OpenAI, FastAPI, PostgreSQL, AWS. Primary industries served include SaaS, Fintech, Healthcare, E-commerce, Technology.
Is SoftKraft right for enterprise?
SaaS and tech companies that prioritise code quality and test-driven validation for AI agent deployments. 51–200 team size. Key consideration: Poland-based — time zone gap for US West Coast real-time collaboration.
What are the best SoftKraft alternatives?
The best alternatives to SoftKraft depend on your use case. Top options are:
- Tensorway: ai-native from founding: every engineer is an agent specialist, not a repositioned generalist
- Leewayhertz: broadest framework coverage (langgraph, crewai, autogen) and largest completed ai portfolio of the specialist firms on this list
- EPAM Systems: 55,000+ engineers, top-tier partnerships with aws / azure / gcp, and a track record in compliance-sensitive regulated-industry ai deployments
Compare SoftKraft with other AI agent development companies
Last reviewed: June 2026. Verify all details directly with SoftKraft before making a decision.