AI & Intelligence
AI as an authorized participant in the business, not a separate assistant.
Oxyra Intelligence is the shared AI layer beneath every domain. Rather than a chat window bolted onto the side of the product, AI in Oxyra One calls the same governed business services a human user would, under the same permissions, with the same audit trail.
Architecture
A governed AI architecture, not a single embedded model.
Oxyra Intelligence is built from a defined set of architectural components. Each is a product blueprint element of the platform's design, not a claim about a specific deployment's current status.
Oxyra AI Gateway
A model-provider abstraction layer that mediates every AI call made across the platform, rather than domains calling a model provider directly.
Provider adapters
Adapters for approved model providers. The platform is designed to be model-independent, not locked to a single AI vendor.
Tenant-level AI policies and quotas
Each tenant's AI usage is bounded by policies and quotas it controls, rather than a single global configuration shared across customers.
Prompt and version management
Prompts used across the platform are versioned and managed centrally rather than hard-coded per feature.
Retrieval-augmented generation
Used where appropriate, so responses are grounded in a tenant's own governed business data rather than model knowledge alone.
Domain-specific agents
Individual domains expose agents scoped to that domain's data and workflows, instead of one general-purpose assistant.
Tool and function calling with permission checks
Every tool or function an agent can call is permission-checked before execution, not assumed to be available.
AI evaluation and monitoring
AI behavior is evaluated and monitored on an ongoing basis rather than validated once at release.
Token and cost usage metering
AI usage is metered by token and cost so tenants and the platform can see and manage consumption.
Human approval for high-risk actions
Actions classified as high-risk require explicit human approval before they take effect.
Full audit trail for consequential actions
Every consequential AI action is recorded in a full audit trail, consistent with the platform's broader governance model.
Agent pattern
Agents act through business services — never directly against the database.
Each product may expose specialized agents, but agents operate through controlled application services rather than direct database access. Every agent action follows the same execution pattern:
- User Intent
- Authorization
- Context Retrieval
- Agent / Tool Selection
- Business Service Execution
- Validation
- Result
- Audit
Agent fabric
A fabric of specialized agents across the business, not one generic assistant.
Representative examples of the agent fabric across Oxyra One's domains:
Command Agent
Executive goals, business health, priorities and exceptions.
Operations Agent
Operational monitoring and routine exception resolution.
Finance Agent
Reconciliation, anomalies, cash flow, collections and reporting.
People Agent
Workforce, attendance, staffing and HR workflows.
Sales Agent
Leads, pipeline, follow-up and forecasting.
Procurement Agent
Supplier analysis, RFQs, purchasing and exceptions.
Customer Agent
Customer history, support, retention and service.
Data Agent
Governed enterprise data questions and analysis.
Security Agent
Detection, investigation and controlled remediation.
Interactive examples
The kind of intent Oxyra Intelligence is designed to handle.
These are illustrative examples of the natural-language product interactions Oxyra Intelligence is designed to support once connected to a tenant's data. They are not a live demo — there is no connected backend behind this page.
- Illustrative example
“Find customers at risk of leaving and prepare a retention action plan.”
- Illustrative example
“Show me everything threatening this quarter's revenue.”
- Illustrative example
“Find the projects most likely to miss their budget and explain why.”
- Illustrative example
“Reduce next month's operating cost without violating customer SLAs.”
Governance
A permission-aware, authorized participant — not an unrestricted autonomous agent.
AI in Oxyra One operates inside the same governance model as every other part of the platform:
- AI inherits the same tenant, role, feature and data permissions a human user in that seat would have — it does not operate with elevated or unscoped access.
- AI can never bypass authorization or execute arbitrary destructive database changes outside the same business services and validation rules human users go through.
- High-risk or consequential actions require human approval before they take effect.
- Every AI action that changes business state is auditable, with a full trail of what was requested, what was executed, and by what authority.
See Oxyra One on your own enterprise context.
Talk to us about the capabilities relevant to your organization, or start setting up your workspace.