Technology
An architecture designed for practical intelligence.
Select a layer to inspect its role in the proposed Ascendra Nexus architecture.
Layer 3
Intelligence
Combines deterministic analytics and business rules with suitable AI models. Model choice depends on the task, data, and requirements.
- Analytics
- AI model orchestration
- Business rules
- Retrieval-augmented generation where appropriate
This diagram describes a target architecture. The actual implementation depends on the deployed product version and the integrations supported at that time. It does not represent proprietary models or verified production security controls.
Responsible AI
Intelligence built with accountability in mind.
Product-development principles that guide how Ascendra designs its software. They describe intent, not certified controls.
Appropriate access
Design for access controls appropriate to each application and role.
Responsible data handling
Consider data-handling requirements from the first day of implementation.
Transparent AI workflows
Make AI-assisted processes understandable, with sources and labels visible.
Human review
Provide review and approval mechanisms for consequential actions.
Monitoring and error handling
Plan for observability, failures, and recovery.
Defined automation boundaries
Automated actions carry explicit permissions and appropriate limits.