Ecce

Ecce is a Polish software house founded and led by Marcin Frąckiewicz, a software engineer and graduate of the Military University of Technology with nearly a decade of experience building information systems. The company operates from Poland and focuses on custom software development for mid-market businesses, with a growing specialization in AI applications for healthcare.

The core offering is bespoke web and backend applications built in .NET and Java. Ecce's pitch centers on simplifying business processes through dedicated systems designed for companies looking to scale faster. Beyond application development, the firm offers team leasing—supplying competent specialists to support client projects—and has carved out a distinct vertical in medical AI, integrating AI applications into existing healthcare systems.

Services and capabilities

Ecce's service line breaks down into three main areas. Custom web and backend applications form the foundation: the firm builds full business applications in .NET and Java, positioning these as tools to equip teams with what they need day-to-day. Team leasing is the second pillar, providing engineers on a flexible staffing model to augment or lead projects. The third, and most differentiated, is AI in healthcare, where Ecce specializes in creating AI-driven solutions for the medical sector. Rather than greenfield builds, they often integrate new AI applications with existing systems, a workflow that requires both architectural knowledge and domain understanding.

Notable work

Ecce's most visible project is DiagnoVisionAI, a medical imaging system that applies machine learning to radiology. The platform analyzes medical images—specifically chest X-rays—to assist physicians in detecting disease with speed and precision. The stated goal is reducing diagnostic turnaround time and enabling faster clinical action. The project involved collaboration with Polish research institutions and was built on advanced AI technologies. While the company frames this as a transformative system for medical diagnostics, the source provides no concrete metrics on accuracy, deployment scope, or adoption.

How they work

Ecce operates a mixed engagement model. They take on fixed projects as well as dedicated team assignments. The company offers free initial consultations to discuss client goals and feasible approaches before commitment. Pricing details and specific project timelines are not disclosed in their public materials. Communication is conducted in Polish and English, making them accessible to both domestic and English-speaking clients. Decisions about team size and hierarchy for individual engagements are handled on a case-by-case basis.