Orbionix
01
Business Context
Who's asking? What decision are they making?
Accuracy is the hard part of Enterprise AI Analytics
Orbionix's Adaptive Context Engine learns and governs the metrics, definitions, permissions, workflows, and business logic behind every AI-generated answer, so each analytics experience is accurate, governed, and consistent.
The challenge isn't AI-ready data. It's AI-ready context.
Agents need four types of context to deliver trusted insights at enterprise scale.
Why did user engagement drop last week?
Question it Raises
Who's asking, what role are they, and what decision are they making?
Context Type
Business Context
Context
A product manager investigating feature adoption; not a marketer focused on retention drop.
Answer it Needs
Frame answer around root cause + actionable fixes to improve product usage, not marketing.
Question it Raises
What does "engagement" mean here? What defines "drop"?
Context Type
Semantic Context
Context
Engagement = weekly active users completing core actions. Drop = >10% week-over-week decline.
Answer it Needs
Use the organization's governed metric definitions, not generic or ambiguous terms.
Question it Raises
What is "last week"? What rules and standards apply?
Context Type
Governance Context
Context
Fiscal calendar week, row-level security by region, SOC 2 audit requirements.
Answer it Needs
Respect permissions, time boundaries, and compliance policies in every response.
Question it Raises
What data joins are required? Were there recent product changes?
Context Type
Operational Context
Context
Join events table with feature flags; new onboarding flow deployed 8 days ago.
Answer it Needs
Surface relevant operational changes and required data lineage for the analysis.
02
Semantic Context
What does "engagement" mean here? What defines "drop"?
03
Governance Context
What is "last week"? What rules and standards apply?
04
Operational Context
What data joins are required? Were there recent product changes?
Enterprise context is a lifecycle, not a one-time modeling project
Orbionix continuously learns and governs the context behind every trusted answer, improving metrics, definitions, permissions, documents, workflows, and business logic as your business changes.
Meets your data where it lives
Platform-native AI works when all the context is already inside one platform. Most enterprises are not built that way. Orbionix governs the messy reality: metrics in warehouses, workflows in apps, logic in documents, and answers that require mixing all of them.
Built-in analytics experiences. One accuracy engine behind them all.
Orbionix includes Conversational BI, AI-Powered Dashboards, and Analytics Agents that teams use directly, all grounded in the same governed business context. Extend the same trusted answers into Embedded Agentic Analytics and MCP-compatible AI surfaces.
Conversational BI
Trusted, explainable insights with deep analysis, built-in governance, and seamless collaboration.
AI-Powered Dashboards
Dynamic dashboards that generate, evolve, and explain insights in real time.
Analytics Agents
Agents that reason on your data and take action with full visibility and control.
One Adaptive Context Engine. Every agentic surface.
Governed enterprise context for trusted analytics across embedded applications, Claude, and any MCP-compatible agent.
Embedded Agentic Analytics
Bring the Adaptive Context Engine directly into your product through iFrame, React SDK, or GraphQL API. Governed enterprise context provides the accuracy, security, and trust needed for customer-facing AI Analytics experiences.
Bring Your Own Agent with Orbionix MCP
Connect any MCP-compatible agent to the Adaptive Context Engine and enrich every AI experience with governed enterprise context, trusted analytics, and federated insights.
The Orbionix Agentic Intelligence Platform powers AI Analytics at the world's largest organizations
$50M+
Orbionix delivered more than $50M in projected spend optimization within one year
Enterprise-grade from the ground up
Orbionix is the foundation for secure, compliant, and trustworthy AI Analytics in the enterprise
SOC 2, Type II
ISO 27001 Certified
GDPR Compliant
HIPAA Ready
VPC/On-prem deployment
BYO-LLM
Data stays in-place
Any agentic surface. One Adaptive Context Engine powers it all.
Every trusted AI experience starts with governed enterprise context