Agentic Foundations
Reducing tech debt while building out an agentic environment take proper planning and expertise. We will work along-side you and teach you to fish so that YOU are the agentic experts.
What We Can Do
Prompt Engineering Templates
Manage prompt templates like source code assets — with rules, examples, schema, and output restrictions — to ensure consistent, predictable results from reasoning models
Reasoning Model Test Cases
Validate model outputs with structured test datasets. Use cosine similarity for text, unit tests for numeric/boolean outputs, and open-source scoring for image comparisons.
Hallucination & Behavior Management
Mitigate non-deterministic outputs via prompt guardrails, custom model training, and GiiLD's model optimization methods to surgically remove hallucination sources.
Universal Skills Framework
Build reusable, version-safe prompt modules aligned to Anthropic CoWork and Snowflake Cortex standards — enabling SMEs to create and maintain AI skills reliably.
MCP Plan & Architecture
Design a forward-looking MCP architecture leveraging Snowflake Cortex's native MCP stack — reducing maintenance overhead and accelerating adoption of emerging patterns.