/case-studies // 4 audited engagements

Real numbers from real engagements.

Every case study below was audited, implemented, and measured by QA10. Numbers include implementation cost, payback period, and NPV — not marketing arithmetic. Detail pages currently in Polish; EN translations rolling out in Phase 3.D.

Produkcja seryjna · 50 FTE · Audyt + projekt QDeployment

Series-production leader — 712,000 PLN/year hidden in repeatable processes (deployment in progress)

Polish series-production leader, 50 FTE across 4 SCADA-driven technological lines. AIP Growth Platinum Audit completed: 4 processes identified for automation, projected NPV per process 270–1,080k PLN. QDeployment Performance build in progress — anomaly detection on AWS Bedrock + Anthropic Claude, root-cause hypothesis engine on Vertex AI + Gemini 3.1 Pro. Projected TDC 71% → 89%, Go-Live planned Q3 2026.

Annual benefits (projected): 712 000 zł

Read the full case study (Polish)

GameDev · FERS · MEN Obszar 6

Game studio — 5.45M PLN funding with zero own contribution

EdTech game studio secured 5.45M PLN via FERS + MEN Area 6 — entirely without own contribution. QA10 wrote the application, scoped technical requirements, and ran post-grant compliance. Studio now scaling production team with secured runway through Q3 2027.

Funding secured: 5 448 786,51 zł

Read the full case study (Polish)

Retail · ESL · Scan&Go

Retail chain — five processes, 1.46M PLN annual benefit

Multi-store retail chain audited via Process Mining on POS + inventory logs. Five processes identified for ESL (Electronic Shelf Labels) + Scan&Go automation. Annual benefit 1.46M PLN at full deployment; payback 8.2 months including ESL hardware.

Annual benefit: 1,46 mln zł

Read the full case study (Polish)

Audyt · Power Automate · Python

Audit firm — 75% reduction in analysis time, payback 3.4 months

Mid-size audit firm processing 200+ engagements annually. QA10 built Power Automate + Python pipeline for document classification + risk pre-screening. Analyst time per engagement dropped 75% (4h → 1h); payback 3.4 months on the implementation cost.

Analysis time reduction: 354% ROI

Read the full case study (Polish)

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Case studies

Series-production leader — 712,000 PLN/year hidden in repeatable processes (deployment in progress)

Game studio — 5.45M PLN funding with zero own contribution

Retail chain — five processes, 1.46M PLN annual benefit

Audit firm — 75% reduction in analysis time, payback 3.4 months

What does the math look like for you?