Governance that runs itself, powered by KoraSafe agents

Agents that assess risk, enforce policy, and maintain compliance across your entire AI portfolio, automatically.

Regulatory Inputs
EU AI Act
GDPR
US State Laws
Custom Regulations
Enforcement Actions
EUGDPRCACOILVTMD

KoraSafe Agent Team

Each function powered by a dedicated KoraSafe agent

Risk assessment

Guided assessment + AI-powered intelligence

Guided workflow

Step-by-step assessment covering agent type, industry, data categories, affected populations, and jurisdictions. Instant risk classification: Prohibited, High-Risk, Limited, or Minimal.

AI-powered analysis

Semantic search across the regulatory knowledge base surfaces the most relevant regulations and guidance for your specific AI system.

Follow-up Q&A

Ask follow-up questions in plain language and receive grounded answers based on your assessment context.

Report export

Generate PDF or Markdown reports: Assessment Report, Technical Documentation, and Governance Roadmap.

AI Registry

Asset lifecycle management

Register

Catalog every AI system with name, type, domain, model, owner, autonomy level, and lifecycle status.

Track

Searchable fleet view with filters by status and risk class. Sortable columns for your entire AI portfolio.

Detail view

Per-asset tabs: Overview (risk score, autonomy), Governance (dimensions), Enforcement (guardrails), History (timeline).

Autonomy levels

Four-tier framework: Observe, Advise, Supervised Action, Full Autonomy. Each defines required governance controls.

Governance

Dimensions, maturity scoring, compliance tracking

Governance heatmap

Visual matrix of assets and governance dimensions. Track status across Human Oversight, Logging, Bias Testing, Risk Management, and more.

Maturity radar

Seven-pillar model scored across five levels: Initial, Developing, Defined, Managed, and Optimized.

Agent Evals (EDD)

Eval-driven Development pipeline: Define, Develop, Gate, Monitor. Six weighted dimensions produce a composite score.

Compliance tracking

Six Pillars checklist with progress bars. Per-pillar breakdown for accountability and governance reporting.

Enforcement

Policy engine, violations, Guardian Agents

Policy engine

Create and manage enforcement policies: Input/Output Filters, Approval Workflows, Circuit Breakers, Pre-deployment Gates, and Rate Limiting.

Violation management

Filter violations by severity and status. Admin resolution workflow with timestamped audit trail.

Guardian Agents

PII Sentinel · Bias Watchdog · Autonomy Guard · Cost Controller · Hallucination Detector · Compliance Auditor

Automated

Guardian Controls

Activate or pause each guardian independently. Monitor trigger counts and last-active timestamps.

Checklist / RACI

Compliance checklist with export, editable RACI

Compliance checklist

Full checklist organized by governance pillars. Track completion status per item. Export as CSV or PDF.

RACI matrix

Editable accountability matrix: Responsible, Accountable, Consulted, and Informed. Customizable for your organization.

Progress tracking

Per-pillar progress bars and overall completion percentage. Visual indicators highlight areas needing attention.

Export & sharing

Download checklists and RACI matrices as CSV or PDF. Share compliance status with leadership and auditors.

Admin config

Org management, user management, SSO, API keys

Organization management

Manage org profile, feature flags, department structure, and danger zone settings.

User management

Token-based invite system with role assignment. Roles: Owner, Admin, Analyst, Viewer.

SSO & MFA

SAML and OIDC integration. Enforce multi-factor authentication across the organization.

API key management

Create, rotate, and revoke API keys. Scoped keys for different integration needs with audit logging.

Integrations

Document ingestion, connected services, MCP API, GitHub Action and GitLab CI template, browser extension

Document ingestion

Import regulatory documents by title, text, URL, category, and jurisdiction. AI-powered indexing.

Admin

Connected services

Slack, Jira/Linear, monitoring dashboards, cloud registries, and shared drives.

MCP API

Model Context Protocol endpoint for agent-to-agent governance. Query the KB and access compliance data programmatically.

API

Knowledge Base health

Monitor document count, category breakdown, and search performance. Health indicators keep your intelligence layer current.

KoraSafe agent

AI-powered governance assistant with cited regulatory answers

Natural language Q&A

Ask KoraSafe about regulatory requirements, policy gaps, or compliance status in plain language and get grounded answers with cited sources from the knowledge base.

Assessment follow-up

After a risk assessment, ask KoraSafe follow-up questions about specific regulatory implications, remediation steps, or governance recommendations.

Regulatory intelligence

Powered by a regulatory knowledge graph that maps regulations to articles to controls, enabling cross-regulation credit. KoraSafe surfaces the most relevant regulations for your AI systems using semantic search across the full regulatory knowledge base.

Always up to date

Grounded in KoraSafe's continuously updated knowledge base covering EU AI Act, GDPR, US state laws, and global enforcement actions.

Multi-tenant
SSO / MFA
Audit Logs
Rate Limiting

Data isolation

Organization-scoped row-level security across all data.

Enterprise SSO

SAML and OIDC integration with MFA enforcement.

Audit trails

Append-only logs for every governance action.

RBAC

Owner, Admin, Analyst, Viewer roles with granular permissions.

Governance Outcomes
Compliance Score
Risk Classification
Maturity Level
Audit Evidence
Agent Eval Scores
Enforcement Posture
Exportable Reports
PDFCSVUIMCP

Capability surface

Every surface. One registry.

Every surface reads from the same registry and writes to the same append-only log. Your GRC team and your AI engineering team work from one source of truth, not three tools that drift apart.

01
Registry
Find every AI application your teams have shipped
Source of truth

Including the shadow ones nobody told legal about. Owners, data classes, model refs, lifecycle state, version pins. Every other surface reads from here. CI hooks keep the registry in sync with the repo.

02
Risk
Know which systems the law actually covers
Refreshed on change

EU AI Act tier, Colorado SB 205 scope, NIST AI RMF mapping, and sector overlays. Scores refresh on every registry change, so you don't learn about a regulated system from a regulator.

03
Policy
Rules your engineers can read, packs kept current with the law
Rego · packs

Rego policy your AI team versions in git, plus pre-built packs for EU AI Act, Colorado SB 205, NYC LL 144, SR 11-7, and ISO 42001. Packs re-ingest when the text of the law changes.

04
Agents
Checks your rule engine cannot do alone
Sandboxed · signed

Guardian Agents for bias, PII, hallucinations, cost, vendor risk, residency, jailbreak, and drift. Each one has an owner on your team, a signed manifest, and an autonomy tier your board sets: advise, assist, act with review, or act on its own.

05
Evidence
Hand your regulator the pack they already read
WORM · signed

Signed, timestamped, WORM-stored. Preformatted bundles for each major framework, ready on demand.

See where every job runs

One registry. Every surface.

Pick a job your team owns. See which surface carries it, and how every surface writes to the same record.

Surface x capability

Registry
Risk
Policy
Agents
Evidence
Inventory + lifecycle
Core
Input
Target
Scoped
Emitted
Regulatory classification
Linked
Core
Packs
Assist
Pack
Runtime gateway
Attach
Assess
Enforce
Run
Log
CI checks
·
Assess
Enforce
Run
Log
Regulator evidence
Source
Input
Linked
Cited
Core

By role

Two teams. One record.

GRC owns approval. AI engineering owns velocity. Open any row to see how the platform carries the job.

GRC leaders

You own the approval.

A working inventory, shadow AI included.

Every model, agent, and tool your teams shipped, including the ones nobody told legal about. Owners, data classes, model refs, and lifecycle state, in one place. The board's first question becomes a two-click answer.

Coverage
Fleet-wide
Discovery
Shadow systems too
Fields
Owners · data · models
Lifecycle
Design to retire
Regulated systems classified as the law changes.

EU AI Act, Colorado SB 205, NIST AI RMF 2.0, and sector overlays for financial services, healthcare, and HR. Classifications refresh on every registry change, so a regulator never tells you first.

Classifiers
EU · US state · NIST
Overlays
Financial · HR · health
Refresh
On every change
Tiers
High · limited · minimal
Named owners. Versioned sign-offs. Board-ready.

A named owner on every system, a signed approval on every policy change, and a maturity view your board will recognize. When the auditor asks who signed off, the answer is already in the record.

Owners
Named per system
Approvals
Versioned + signed
Maturity
Board-ready view
Accountability
RACI per system
Evidence your auditor can open on day one.

Every decision is signed, timestamped, and WORM-stored. Preformatted packs for each major framework, ready on demand. No scramble the week before the audit.

Storage
WORM + signed
Packs
Per framework
Readiness
On demand
Citations
Per decision
AI engineering leaders

You own the velocity.

Stop an unsafe call before it reaches a user.

Decisions fire at the runtime gateway and in CI, not in a review queue. Hot reload under two seconds. One-click rollback. Policy you version in git, not a portal.

Where
Gateway · CI · IDE
Reload
Under two seconds
Outcomes
Allow · deny · review
Rollback
One click, versioned
Ship-or-hold is a data decision, not a vibe check.

Weighted scoring on quality, safety, bias, cost, latency. Pre-deploy gate and nightly drift. A signal your PMs can read without a data scientist to translate.

Dimensions
Quality · safety · bias
Cadence
Pre-deploy · nightly
Output
Ship-or-hold
Weights
Tenant-specific
Agent traffic governed at request time.

MCP and A2A proxied with per-origin circuit breakers, HMAC-signed webhooks, and admin-declared scopes. A rogue agent can't out-scope what you approved.

Protocols
MCP · A2A
Breakers
Per origin
Signing
HMAC-SHA256
Scope
Admin-declared
Red team findings land in the audit stream.

Adversarial probes hit your registered systems and log as evidence, linked to the registry entry. A pen-test result is already a compliance artifact the next auditor can follow.

Probes
Prompt · tool · jail
Cadence
Pre-deploy + drift
Output
Audit-stream entries
Scope
Registered systems

Red-Team Testing

5 attack vectors: prompt injection, jailbreak, data leakage, toxicity, and PII extraction. CI/CD integration for continuous security.

Vulnerability scanning

ML-based detection of security weaknesses. Auto-generated test suites tailored to your agent's architecture and risk profile.

Compliance roadmaps

Phased remediation plans with effort estimation, quick wins, and deadline tracking. AI-generated priorities aligned to your risk level.

GDPR data rights

Articles 15-21 workflows: access, rectification, erasure, restriction, portability, and objection. Consent management and withdrawal tracking.

Progressive autonomy

Trust scoring and tier graduation from observe-only to fully autonomous. Org-level controls with automatic demotion on violations.

Governance Action Plans

Natural language to multi-step execution plans. Approve, schedule, and execute governance workflows with full audit trail.

Org Context Engine

Custom organizational rules and policies injected into every agent decision. Industry-specific governance without manual configuration.

Eval metrics

Faithfulness, hallucination scoring, contextual precision, and answer relevancy. Continuous quality measurement across your AI fleet with anonymized industry benchmarking for governance posture comparison.

Emergency Kill Switch

Org-wide agent halt with one command. Instant pause on all AI execution when safety thresholds are breached or incidents detected.

Code audit

Scan agent source code for governance violations across CI/CD, VS Code, and browser. Findings map to regulatory controls with one-click remediation.

Policy packs

Versioned governance bundles tied to regulations. Subscribe, pin, or auto-update with human review gates before enforcement.

FinOps

LLM cost governance with budget alerts, cost center allocation, chargeback reporting, and usage forecasting across your AI fleet.

System health

Real-time platform monitoring with service probes, error tracking, SLA compliance, and endpoint diagnostics.

Audit findings

Unified findings dashboard across all surfaces with severity-based alert routing, SLA tracking, and Slack/email delivery.