We design, build, modernize, and support custom digital products, including SaaS platforms, web and mobile applications, internal business systems, marketplaces, customer portals, AI-enabled products, workflow automation solutions, and system integrations.

We do both. We can develop a new product from discovery and architecture through launch, or improve an existing application that requires modernization, new functionality, system integrations, test automation, AI capabilities, or ongoing development support.

A combined team reduces coordination gaps between product development, system integration, AI implementation, and testing. Quality and evaluation requirements are considered throughout design and development rather than addressed only after problems appear in production.

Yes. We can add AI assistants, intelligent search, document processing, content workflows, recommendation features, RAG-based knowledge access, and workflow automation to existing products. Before implementation, we assess the use case, available data, risks, expected value, and integration requirements.

We combine human review with automated evaluation. Depending on the application, we may test factual accuracy, relevance, faithfulness to source data, consistency, retrieval quality, safety, hallucinations, tool usage, and response stability across model, prompt, or data changes.

Data protection requirements are addressed during solution design. Depending on the project, this may include access controls, data minimization, encryption, provider configuration, data retention policies, environment separation, logging restrictions, and human approval for sensitive actions.

We begin by clarifying the business goals, project scope, target users, required integrations, technical constraints, and expected outcomes. Depending on the project’s maturity, we may recommend a discovery phase before providing a detailed roadmap, delivery estimate, and engagement model.

Unless otherwise agreed in the contract, the client owns the project-specific source code and intellectual property created and paid for during the engagement. Ownership, third-party components, access rights, and handover conditions are defined before development begins.

Not necessarily. In many cases, a phased modernization approach is safer and more cost-effective. We identify which components should be retained, improved, isolated, integrated, or replaced and create a roadmap based on technical risk and business value.

Yes. We provide ongoing product development and support, including maintenance, defect resolution, feature development, dependency updates, performance improvements, release support, test automation, technical debt reduction, and product roadmap implementation.