Case Study: a mid-sized software organization restores sprint velocity with TechGrit's AI-assisted delivery

Mid-sized Software Organization cuts onboarding from weeks to days with TechGrit

TechGrit partnered with a mid-sized software organization struggling with a broken developer onboarding process and consistently missed sprint targets. Their complex C# / .NET projects suffered from severe knowledge bottlenecks, where senior engineers were constantly pulled into lengthy knowledge transfer sessions, slowing down delivery and eroding team morale.

TechGrit implemented a phased AI solution, deploying GitHub Copilot for code-level productivity and a self-hosted Claude model via LiteLLM for deep reasoning and comprehension. This transformed onboarding into a self-serve process and provided developers with an AI assistant for ticket analysis and root cause identification. As a result, TechGrit helped the customer dramatically reduce onboarding time and KT overhead for senior developers while materially improving sprint velocity and developer confidence.

Mid-sized Software Organization