Augment

Augment is a vertically integrated AI coding platform engineered to address the limitations of generic LLMs in complex software environments. Built by experts from Google, Microsoft, and VMware, Augment utilizes a proprietary inference engine and advanced Retrieval-Augmented Generation (RAG) to index entire enterprise-scale repositories. This enables the assistant to provide code completions, refactors, and explanations that are strictly grounded in a company's unique internal libraries and architectural patterns. By 2026, Augment has positioned itself as the premier alternative to GitHub Copilot for organizations prioritizing data sovereignty and low-latency performance. Its technical stack focuses on 'Deep Context,' moving beyond simple file-level analysis to understand cross-service dependencies and semantic relationships. The platform is designed to operate seamlessly within popular IDEs while providing enterprise-grade security features, including SOC2 Type II compliance and robust data isolation protocols, ensuring that sensitive intellectual property is never leaked or used for training public models.