Snowflake Cortex AI
Agentic analytics and conversational AI on Snowflake — semantic data models, Cortex Analyst and natural language querying at scale.
What we deliver
EdgeRed is a certified Snowflake AI Data Cloud Partner in Australia. We build the semantic models and agent architectures on Cortex AI that give your team the right answer, at the right time — in plain English, without writing SQL.
Semantic data modelling
A governed semantic layer built on Snowflake — encoding all business rules, metric definitions and data relationships into a single trusted model so every answer is consistent and accurate.
Cortex Analyst deployment
Conversational analytics interface deployed over your Snowflake environment — allowing business users to ask ad hoc questions and receive accurate, governed answers without SQL.
Agentic analytics architecture
Multi-agent frameworks with intelligent routing, refusal logic and provenance surfacing — covering the full range of business questions from executive KPIs to granular operational queries.
Prompt engineering & guardrails
Prompt rules frameworks that translate natural language questions into precise, governed data queries — ensuring the agent interprets questions in the context of your business, not just the data.
Report rationalisation
Assessment and decommissioning of legacy reports replaced by the agent — reducing maintenance overhead and consolidating the reporting landscape.
Evaluation & quality frameworks
Comprehensive evaluation suites to track SQL quality, accuracy, cost and answer relevance — so model performance is measurable and improvable over time.
Why Snowflake Cortex AI
Your data stays where it is
Cortex AI runs natively inside Snowflake — no data movement, no new infrastructure, no separate AI environment to manage. If your data is already in Snowflake, you’re closer to production AI than you think.
SQL and Python, not a new stack
Cortex AI is built on the languages your data team already knows. No MLOps overhead, no separate model serving layer — just AI capabilities running directly on your existing Snowflake environment.
Governed answers, not hallucinated ones
Cortex Analyst combines LLM reasoning with your semantic layer — so answers are grounded in your business logic, not raw data. That’s what makes natural language querying actually trustworthy at enterprise scale.
The agentic analytics wave is here
Snowflake Intelligence and Cortex Analyst are moving fast. Organisations that build governed semantic layers now will be positioned to deploy conversational AI across their entire data estate — without starting from scratch.
Not sure where to start?
Tell us what you’re trying to solve — we’ll be straight with you about whether we can help and what it would take.
