Enterprise AI Technology Stack
Model-agnostic AI agents built directly on modern data platforms.
Orisdale implements enterprise AI agents within your existing data infrastructure — aligning to governance, security, and engineering standards.
Built on Leading Enterprise Data Platforms
We do not require platform migration or data duplication.
Orisdale AI agents are deployed directly on your existing data warehouse or lakehouse architecture.
Supported platforms include:
• Google BigQuery
• Snowflake
• Databricks
Your warehouse remains the source of truth.
AI Agents for BigQuery
Orisdale implements deterministic AI agent architecture directly on BigQuery.
Capabilities include:
• Controlled SQL template execution
• Semantic finance layer integration
• Secure service account configuration
• Role-based access enforcement
• Structured output generation
AI agents operate on curated datasets — not raw tables.
Designed for:
• Finance analytics
• Variance automation
• KPI intelligence
• Executive commentary
AI Agents for Snowflake
For organizations operating on Snowflake, we align directly to warehouse governance.
Includes:
• Secure query orchestration
• Parameterized metric computation
• Semantic modeling alignment
• Role-based execution control
• Structured model interaction
Financial logic remains within Snowflake.
The AI layer generates executive insight.
AI Agents for Databricks
Orisdale AI agents integrate with Databricks Lakehouse architectures for structured analytics environments.
Includes:
• Lakehouse semantic alignment
• Deterministic metric computation
• Structured notebook or SQL integration
• Governance-aligned orchestration
• Controlled model reasoning layer
Supports enterprise-scale deployment across finance and operations.
Integrated with Leading Enterprise AI Models
Orisdale architecture is model-agnostic and supports:
We separate three core layers of the system:
Data computation
Semantic modeling
AI reasoning
This separation allows the architecture to remain structured and controlled.
Benefits include:
• Vendor flexibility
• Long term adaptability
• Reduced platform lock in risk
Because these layers are independent, the overall architecture remains stable even as AI models and technologies evolve.
Aligned to Enterprise Governance Standards
All implementations respect:
• Role-based access controls
• Existing data security policies
• Enterprise identity management
• Audit logging requirements
• Output traceability
AI agents do not bypass governance.
They operate within it.
Deploy AI Agents on Your Existing Stack
Whether you operate on BigQuery, Snowflake, or Databricks, Orisdale implements AI agents aligned to your architecture and governance model.