From AI Pilot to Production with Snowflake Frontier Engineering
Snowflake’s Frontier Engineering team helps enterprises transition AI pilots into production-grade systems by embedding with customer teams to build reusable, governed agentic workflows that scale across organizations.
Most enterprises struggle to move AI pilots beyond testing into reliable production systems due to challenges in evaluation, data ownership, and governance. Snowflake’s Frontier Engineering team addresses this gap by deploying AI and data engineers alongside customer teams to define business challenges and construct production-grade agentic systems. These solutions are built on Snowflake’s governed data foundation, ensuring they are not isolated projects but reusable enterprise assets that can scale organization-wide. Field-tested innovations from these engagements are integrated back into the Snowflake platform, benefiting all customers building AI agents.
Veradigm, a healthcare data and technology company, collaborated with Snowflake’s Frontier Engineering to develop a proprietary AI model for medical comprehension and complex medical coding in just seven weeks. The model was trained on synthetic clinical data derived from Veradigm’s real-world records, avoiding access to patient private data. It streamlines provider workflows by improving coding accuracy, reducing administrative work, and extracting structured data from unstructured records for quality and risk adjustment programs.
The model enables providers to assign accurate codes for complex cases, such as patients with chronic diseases or multiple conditions, while supporting administrative efficiency. According to Gaurav Kaushik, SVP of Applied Intelligence at Veradigm, the collaboration delivered a solution that performed up to nine times better on complex medical coding tasks while maintaining patient privacy. This outcome helps clients reduce manual coding efforts and improve documentation accuracy, allowing providers to focus more on patient care.
Frontier Engineering is designed for enterprises with stalled AI pilots, organizations in regulated industries with specific AI guardrails, and teams lacking AI experience seeking to advance agentic initiatives. Customers report faster ROI and compounding efficiency gains, with Snowflake extending these benefits through partnerships across its ecosystem. Organizations interested in engaging Frontier Engineering can contact their Snowflake representative or visit the company’s website for more information.