KoraSafe

The Kora agent Architecture

A multi-agent system where specialized AI agents work as a coordinated team to govern your AI fleet.

KORA ORCHESTRATOR GUARDIAN AGENTS PII Sentinel Bias Watchdog Hallucination Cost Controller Autonomy Guard Compliance Auditor INTELLIGENCE AGENTS Risk Assessment Knowledge Base Regulatory Monitor ENFORCEMENT Enforcement Agent STRATEGIC AGENTS Advisory Governance Maturity Audit Compliance Roadmap Deep reasoning for board-level insights INTEGRATION Integration Agent EVENT BUS org_id-scoped message routing across all agents ORGANIZATIONAL MEMORY Supabase + RLS Policies Assessments Audit Logs
Agent Model Strategy

Tiered intelligence, purpose-matched

Each agent is paired with the right model tier for its task -- optimizing for speed where milliseconds matter and depth where nuance is critical.

Fast tier

High throughput, low latency

Lightweight models built for tasks that execute on every request and must never add perceptible delay.

  • PII scanning and redaction
  • Intent classification
  • Event triage and routing
  • Input validation checks

Workhorse tier

Balance of depth and speed

The backbone of the agent fleet. These models handle the core governance workload where accuracy and reasoning matter.

  • Risk assessment and scoring
  • Compliance analysis
  • Policy enforcement decisions
  • Audit trail generation
  • Bias and hallucination detection

Strategic tier

Used sparingly for maximum insight

The most capable models, reserved for high-stakes reasoning where depth of analysis justifies the compute cost.

  • Board-level advisory reports
  • Scenario planning and what-if analysis
  • Governance maturity assessment
  • Compliance roadmap generation
Security and Isolation

Enterprise-grade security at every layer

Built from the ground up for regulated industries. Every organization's data is fully isolated with defense-in-depth security controls.

Multi-tenant data isolation

Each organization operates in a completely isolated environment. Row-level security ensures that users can only access data belonging to their own organization -- no cross-tenant data leakage, ever.

Enterprise authentication

Support for Single Sign-On via SAML and OIDC, multi-factor authentication with time-based one-time passwords, and configurable session security. Works with your identity provider out of the box.

Immutable audit trails

Every action is recorded in append-only, organization-scoped audit logs. From policy changes to user access events, maintain a complete evidence trail for regulators and internal reviews.

Role-Based access control

Four distinct roles -- Owner, Admin, Analyst, and Viewer -- give you fine-grained control over who can see, edit, and manage governance workflows. Assign roles at invite time and change them as needed.

Threat protection

Rate limiting prevents abuse. Security headers protect against common web attacks. Input validation sanitizes all data before processing. Structured error handling ensures no sensitive information is ever exposed.

Encryption and privacy

All data is encrypted in transit and at rest. API key management lets you create, rotate, and revoke keys for programmatic access. Your regulatory data stays within your organizational boundary.

Agent-Level isolation

  • Scoped invocations -- every agent invocation is scoped to the requesting organization. Agents cannot access data or context from other tenants.
  • RLS-protected memory -- agent memory and working state are protected by Supabase row-level security policies, enforced at the database layer.
  • Filtered event bus -- all event bus messages are filtered by org_id. Agents only receive events relevant to their organization's fleet.
Integration Layer

The Kora integration agent connects your stack

A dedicated Integration Agent handles all external connections -- translating governance decisions into actions across your existing toolchain.

MCP server

External AI agents invoke Kora's governance capabilities via the Model Context Protocol. Query compliance status, check policies, and report events programmatically.

Webhooks

Real-time event delivery for governance triggers -- policy violations, assessment completions, guardian agent alerts -- pushed directly to your internal systems.

CI/CD gates

The Kora Integration Agent checks deployments against governance policies before code ships. Block releases that fail compliance thresholds automatically.

Collaboration

Slack alerts, Jira tickets, and Linear issues -- all routed through the Kora Integration Agent. Governance events flow into the tools your team already uses.

Human-in-the-Loop

The autonomy model

Kora operates on a progressive autonomy spectrum. Every organization starts at the Recommend tier -- trust is earned, not assumed.

Observe

Kora monitors your AI fleet and surfaces insights. No actions taken -- pure visibility into risk, compliance, and agent behavior.

Recommend

Kora proposes actions and surfaces recommendations. Humans review and approve before anything executes.

Default tier

Act

Kora executes within pre-approved boundaries. Enforcement actions, policy updates, and remediation happen automatically within defined guardrails.

Override

Humans can always override any Kora decision. Every override is logged, creating an audit trail that informs future recommendations.

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