The REAPS Framework
Responsible, Explainable, Auditable, Policy-Driven, Sovereign
Enterprise AI governance ensuring every decision is ethical, transparent, traceable, compliant, and under your control. Enforced at the infrastructure layer, not bolted on after the fact.
The Five Principles
Each principle is enforced at runtime across every AI interaction, ensuring enterprise-grade governance without compromising performance.
L0-L3 Policy Hierarchy
REAPS is not a checklist -- it is enforced at the infrastructure layer through a strict 4-level policy hierarchy. Lower layers can tighten but never loosen upper-layer constraints.
Framework
All tenants, all products
Immutable REAPS constraints. Cannot be overridden by any layer. Defines the absolute boundaries for all AI behavior.
Domain
All products in a domain
Industry-specific policies for BFSI, healthcare, and other regulated verticals. Inherits L0 constraints.
Product
Single product, all tenants
Product-specific policies that define operational boundaries. Each Clarvus product has tailored L2 policies.
Tenant
Single tenant
Organization-specific configurations. Can tighten but never loosen higher-layer policies. Maximum flexibility within guardrails.
Human-in-the-Loop (HITL)
AI augments human decision-making without replacing accountability. Every critical decision maintains human oversight with confidence-aware approvals.
AI proposes but does not conclude
AI generates recommendations and analysis but final decisions rest with human experts who understand context and consequences.
AI explains but does not obscure
Every AI output includes clear reasoning that domain experts can validate. No black-box decisions in regulated environments.
AI learns but never invisibly
Model improvements and adaptations are logged, reviewed, and approved. No silent updates that change system behavior.
Accept / Modify / Reject Cycle
Accept
Human approves AI recommendation with full confidence.
Modify
Human adjusts AI output with tracked changes.
Reject
Human overrides AI with documented reasoning.
Confidence-Aware Approvals
REAPS Compliance Levels
Choose the governance level that matches your regulatory requirements and risk profile.
Basic
Internal tools and development
Standard
Customer-facing applications
Enterprise
Regulated industries
Critical
EnhancedFinancial decisions, healthcare
Ready to Implement REAPS Governance?
Schedule a tailored session with our solutions team. We will walk you through how REAPS can be implemented for your specific regulatory requirements and risk profile.