Operational web interfaces
Services, portals, analytics panels, and internal systems with a clear component architecture.
We build an engineering capability around a complex product problem
QDEVRUN is useful when you need more than a screen contractor: a team that understands architecture, data, operations, scaling risk, and business constraints.
capabilities
Expertise spans the path from interface to production operations
We design system boundaries, interfaces, service layers, data flows, AI capabilities, infrastructure, and observability as one operating chain.
Mobile products
Cross-platform apps with offline mode, push notifications, native modules, and reliable release workflows.
Backend systems
Service contracts, queues, integrations, authorization, background processing, and resilience under real load.
Data and analytics
Data models, analytical layers, search, ETL, streaming, dashboards, and quality controls.
AI in products
RAG, assistants, model routing, cost controls, answer logs, and verifiable output.
Infrastructure
CI/CD, containers, monitoring, alerts, backup, secrets, access control, and operational runbooks.
when we step in
We step in when simple solutions no longer produce controlled outcomes
Before a deal, round, or transformation
We document architecture risk, technical debt, bottlenecks, and a prioritized remediation plan.
Legacy systems are blocking growth
We design stabilization and migration without stopping the business or losing data.
The internal team has reached its limit
We strengthen the team with architecture, reviews, difficult work, operational practices, and knowledge transfer.
A data and AI system is needed
We connect sources, processing, search, permissions, interfaces, assistants, and cost controls.