FAQs
Organizations naturally ask practical questions about scope, operation, governance, and fit.
These questions reflect a deeper concern:
Can alignment actually be sustained as systems, policies, and AI evolve?
The following FAQs address how OrcaEIS operates and how it integrates into real enterprise environments—without relying on assumptions, one-off interventions, or vendor lock-in.
Foundational Understanding
1. What is OrcaEIS, in simple terms?
OrcaEIS is continuous alignment infrastructure. It operates behind the login to ensure that enterprise intent, system configuration, governance, behavior, and outcomes remain aligned as systems evolve—without relying on periodic consulting or manual rework.
2. How is OrcaEIS different from AI observability or monitoring platforms?
Observability explains what happened after execution. OrcaEIS prevents misalignment before it becomes failure by continuously reconciling intent with live system state and enforcing governance at execution time.
3. Does OrcaEIS replace existing enterprise systems?
No. OrcaEIS does not replace ERP, CRM, security, or AI platforms. It integrates with them and operates alongside existing systems to maintain alignment as they change.
4. Is OrcaEIS a consulting offering?
No. OrcaEIS is not an episodic service or framework. It is an always-on system that replaces repeated manual re-alignment work traditionally performed by consultants.
Operation, Autonomy, and Control
5. How does OrcaEIS work with AI agents?
OrcaEIS provides governed autonomy for AI agents by enforcing intent, policy boundaries, traceability, and continuous proof—allowing agents to operate at speed without sacrificing trust or compliance.
6. What does “behind-the-login” mean?
Behind-the-login means OrcaEIS operates inside authenticated systems, observing real configurations, permissions, workflows, and policies. It does not rely on screenshots, exports, or interviews.
7. Can OrcaEIS be used in both new implementations and existing systems?
Yes. OrcaEIS applies the same alignment mechanics whether supporting a new ERP/CRM implementation or stabilizing an existing production environment.
8. What kind of human involvement is required?
Humans define intent, policies, and approval thresholds. OrcaEIS handles continuous detection, reconciliation, and validation—reducing manual rework without removing human authority.
Security, Compliance, and Evidence
9. Is OrcaEIS suitable for regulated environments?
Yes. OrcaEIS was designed for complex, regulated environments where explainability, governance, and continuous proof are required.
10. How does OrcaEIS generate audit evidence?
Evidence is generated automatically as alignment is maintained. Audits become verification of an already-aligned system rather than a reconstruction exercise.
11. What does success look like with OrcaEIS in place?
Success is measured by sustained alignment: systems stay current, governance keeps pace with change, AI operates within provable boundaries, and operational surprises decrease over time.
Architecture and AI Model Concerns
12. Does OrcaEIS require a specific AI model?
No. OrcaEIS is model-agnostic. It does not depend on a specific foundation model or vendor. OrcaEIS governs how models are used, not which models are chosen.
13. If OrcaEIS is model-agnostic, how does it ensure reliable outcomes?
OrcaEIS ensures reliability by enforcing alignment across intent, configuration, governance, behavior, and outcomes—regardless of which model is in use. Models may change; alignment must persist.
SIORA Clarification
14. What is SIORA?
SIORA stands for Strategic Intent → Operational Reality Alignment. It is the operating principle that ensures enterprise intent remains aligned with live system execution as systems, policies, and AI behavior evolve.
15. Is SIORA a framework or methodology?
No. SIORA is not a framework, checklist, or consulting methodology. It is an operational alignment principle enforced continuously by OrcaEIS.
16. How does SIORA differ from observability?
Observability explains what happened after execution. SIORA prevents misalignment by continuously reconciling intent with configuration, governance, behavior, and outcomes—before failures surface.
17. Can SIORA operate without OrcaEIS?
SIORA can be described conceptually without OrcaEIS, but it cannot be enforced manually at enterprise scale. OrcaEIS exists to operationalize SIORA continuously and safely.
18. How does SIORA apply to AI agents?
SIORA ensures AI agents operate within defined intent and governance boundaries, remain traceable, and produce outcomes that can be explained, corrected, and proven over time.
Still have a question?
Reach out to stephanie@orcaeis.com