Specialized engineering help for the work that blocks delivery.
We step into the technical work that keeps product teams from moving: AI automation, agentic workflows, migrations, upgrades, refactors, data movement, custom delivery, and cloud platform support.
Services built for real engineering pressure.
These are the categories where teams usually need experienced outside help: the work is important, sometimes urgent, and often hard to fit beside roadmap commitments.
AI consulting and automation
We help teams identify practical AI use cases, connect models to tools and data, build approval flows, automate repetitive work, and ship agentic workflows with observability and human control.
Technology migrations
We help teams plan and execute moves such as .NET to Node.js, legacy UI frameworks to modern React or Vue, or single-cloud to multi-cloud architectures.
Framework upgrades
We untangle breaking changes, update shared components, repair CI, and keep teams productive while the underlying stack moves forward.
Data migration
SQL, NoSQL, AWS, Azure, GCP, Firebase, Supabase, and custom data stores: we focus on correctness, observability, and business continuity.
Application refactoring
We reduce coupling, clarify module boundaries, repair technical debt, and leave your team with code that is easier to reason about.
Custom development
When your team has too much on the roadmap, we lend experienced engineering help that can own modules or integrate directly with your delivery process.
Cloud and platform support
We help teams remove infrastructure friction so engineers can ship product work instead of fighting build, release, and runtime issues.