Specialized AI agents powered by Claude that work as a coordinated team to govern your entire AI fleet. They enforce, analyze, advise, and integrate, so governance runs continuously without manual effort.
One orchestrator coordinates all agents and delivers unified decisions.
The central nervous system of the Kora Agent ecosystem. It receives governance events, determines which agents to engage, sequences multi-step analysis workflows, and returns a unified response. Every agent interaction flows through the Orchestrator.
The front line. Guardian agents run continuously across your AI fleet, detecting violations and enforcing policies in real time.
Real-time PII detection and redaction across all LLM input and output streams. Catches names, SSNs, credit cards, health IDs, and more before data leaves the system boundary.
Discrimination and fairness monitoring for screening, ranking, and decision-making agents. Applies the 4/5 rule and demographic parity analysis to flag disparate impact.
Source grounding validation for conversational and advisory agents. Catches fabricated citations, ungrounded claims, and outputs with no knowledge-base support using LLM-as-Judge verification.
Budget thresholds and automatic circuit breakers across all API-consuming agents. Detects spend anomalies, enforces rate limits, and triggers automated throttling at budget caps.
Autonomy level enforcement for supervised and fully autonomous agents. Blocks out-of-scope actions, detects unauthorized escalation attempts, and forces approval workflows when boundaries are crossed.
Multi-framework compliance verification with RAG-powered regulatory context. Monitors all registered agents for compliance drift, policy adherence gaps, and documentation completeness.
Deep analysis, classification, and regulatory expertise. Intelligence agents turn raw governance data into structured, actionable insight.
Multi-step risk classification with structured output. Evaluates AI systems across impact dimensions, assigns risk tiers, and generates standardized risk profiles in under sixty seconds.
RAG-powered regulatory Q&A with cited sources. Answers governance questions against the EU AI Act, NIST AI RMF, ISO 42001, and other frameworks with full source attribution.
Continuously scans for regulatory changes across jurisdictions. Assesses the impact of new regulations on your AI fleet and alerts stakeholders before deadlines hit.
Policy evaluation, violation management, and remediation orchestration. Matches detected issues to the right enforcement action and tracks resolution through to closure.
Board-level analysis, maturity scoring, and long-range planning. Strategic agents turn governance operations into executive advantage.
Board-level strategic analysis and scenario planning. Synthesizes governance posture, risk trends, and regulatory trajectory into executive-ready recommendations and what-if analyses.
Maturity radar scoring across governance dimensions. Benchmarks your organization against industry standards and highlights the highest-impact areas for improvement.
Automated evidence generation and audit package assembly. Produces timestamped, regulator-ready documentation bundles from your governance activity with zero manual effort.
Phased remediation planning based on gap analysis. Generates prioritized, time-bound action plans that map directly to regulatory requirements and maturity targets.
Governance that connects to where your teams already work.
Connects the Kora Agent ecosystem to your existing tools. Pushes alerts and summaries to Slack, creates tickets in Jira and Linear, gates CI/CD pipelines on governance status, and fires webhooks for custom automation.
Every Kora Agent operates at an autonomy level you control. Dial agents up or down based on your risk appetite and trust maturity.
Agent monitors your AI fleet and reports findings. No actions taken. You review every alert and decide what happens next.
Agent proposes specific actions with supporting evidence. A human reviews and approves before anything executes.
Agent executes within pre-approved boundaries you define. Actions are logged and auditable. Override is always one click away.
Watch the complete agent team govern an AI fleet in real time.