Software Mind
Kraków, Poland
About
Software Mind is a Kraków-headquartered software company founded in 1999, offering generative AI development alongside cloud and modernization services. It builds its own agent-based tooling for large-scale migration work.
Our Take
The AI-operated SDLC engagement is the substantial one: a health and security risk services company where the data foundation had to be rebuilt first—multi-source identity resolution lifting people-profile matching past 90%—before agents for threat intelligence and a conversational risk co-pilot could produce anything trustworthy.
The stack is named end to end (AWS Bedrock and Agent Core, Claude Sonnet, LangGraph, MCP, Aurora pgvector, ECS Fargate, Terraform), the platform was live in six weeks, and the work was governed against outcomes rather than time and materials, with 10x end-to-end throughput reported after six months and human approval gates written into the pipeline.
The catch is that this client is anonymized, as are the other AI case studies, while the 29 named clients on the site sit against cloud, modernization and product engagement.
The weaker fit is a buyer who wants a boutique team: this is a 1,000-plus person company running since 1999, and AI arrives here as a governed program with executive reporting rather than two engineers and a repository.
Key strengths
- The AI-operated SDLC study names the entire stack—Bedrock, Agent Core, Claude Sonnet, LangGraph, MCP, Aurora pgvector, ECS Fargate, Terraform—instead of gesturing at AI
- It fixes the data problem first: multi-source identity resolution taking profile matching past 90%, stated as the accuracy threshold the agents depended on
- Commercially unusual for this size: the engagement is governed against outcomes with executive ROI reviews rather than billed by the hour
Good to know
- Every AI case study anonymizes the client while the named clients come from cloud and modernization work—ask for an AI reference you can call
- 10x throughput and full pipeline automation are the firm's own figures—ask how throughput was measured and what the human approval gates actually catch
- At 1,000+ people, ask who staffs the AI pods on your account and whether that team persists after the first program ends
Reviewed by Gabor Kiss
Founder & Curator, AIAgencies.eu · 8 Sept 2026
Based on the agency's publicly available portfolio. Own this agency? Claim your profile to provide additional context or request a review update.
Notable Clients
Documented engagements: Backbase, T-Mobile, and Virgin Mobile. All 3 carry a source URL on file.
Industries
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