Real problems.
Real engineers.
Real outcomes.
Every case study below represents a CodeVine Grafter embedded inside an engineering organization — working in production code, not in a consulting deck. These are the outcomes when the Grafting Engine meets real enterprise complexity.
Legacy Java migration compressed from 50 days to hours
A Fortune 500 retailer's engineering org was carrying decades of Java 8 debt across 400+ services. A single Grafter embedded with their platform team, activated...
Structured previously unused event data into query-ready AI signal
Millions of impression and behavioral events were flowing through a major retailer's infrastructure — completely unused. The engineering team knew the data was ...
Fault-tolerant AI workload infrastructure designed to self-heal
An enterprise SaaS company scaling AI-assisted features discovered their existing AWS infrastructure wasn't designed for the bursty, high-latency patterns of ag...
Unified fragmented identity data across legacy systems without ripping anything out
A national retailer's engineering team had been unable to connect anonymous transaction data to known customers — a problem sitting in their backlog for three y...
Azure-native orchestration layer unlocked new capabilities without replacing the stack
A global retailer's VP of Engineering needed to ship new digital services without touching a fragile, decades-old core infrastructure. A Grafter designed and de...
Real-time AI personalization infrastructure connecting identity, signals, and offers
An enterprise retailer needed real-time AI-driven personalization across SMS, web, app, and in-store touchpoints — connecting identity signals, transaction hist...
Brilliant tech minds that understand how to deliver real business outcomes. And fast. That's an incredible combination.
What a Grafter
leaves behind
Every case study above ended the same way: the Grafter shipped, trained, documented, and left. The team owned everything. No ongoing dependency.
Gateway configured, RBAC policies set, LLM providers wired, integrations live.
Every breakthrough workflow captured, tested, and deployed to your internal marketplace.
Internal engineers who know how to extend, update, and create new Skills independently.
The Grafting Engine continues capturing new Skills autonomously. The baseline keeps rising.