/engineering-lab // the QA10 product + R&D practice
The AIP Audit identifies what to fix. The Engineering Lab builds the fix and runs the SLA. 5 capabilities, one stack discipline (LSO:ATOM), AWS Bedrock + Anthropic Claude under every AI workload.
Celonis-class analysis on ERP / CRM / WMS event logs. Reveals real cycle times, variation, bottlenecks. Confronts documented process with system reality.
When this fits: When you have logs but no insight; when documented process doesn't match operations.
UiPath / N8N / Power Automate / Make.com — pragmatic stack chosen per use case. Not a sales pitch for one vendor. We pick what fits your environment.
When this fits: When manual workflows consume senior time; when error rates correlate with copy-paste.
Multi-step agent loops on AWS Bedrock + Anthropic Claude. Tool use, memory, planning. Long-horizon tasks (audit, due diligence, formulation) without human babysitting.
When this fits: When the task is too complex for RPA but too small for hiring; when knowledge work has clear sub-steps.
Three product platforms (NGO Hub, Legal & Compliance AI, R&D Formulation SaaS) — see /en/projekty/. Also custom builds for QA10 audit-clients with high-ROI gaps.
When this fits: When off-the-shelf doesn't fit; when scale justifies own infrastructure.
13.9M PLN secured 2024–2025 for clients. Dig.IT (up to 850k PLN refund), Kredyt Technologiczny, regional EU programs. We write the application; you sign it.
When this fits: When implementation cost exceeds 200k PLN; when timing aligns with funding calls.
Venture Projects // our own SaaS platforms
Three vertical SaaS platforms (NGO Hub, Legal & Compliance AI, R&D Formulation) — built by the Engineering Lab, deployed on AWS Bedrock + Anthropic Claude, pilot programs open Q3 2026.
See the venture projects