Triage incidents, categorize root causes, and recommend corrective actions.
Map your control evidence and generate audit-ready narratives automatically.
Map your control evidence and generate audit-ready narratives automatically.
Accelerate risk reviews and approvals from weeks to days without losing rigor.
Use standardized templates, scoring, and language across all analysts and teams.
Produce traceable evidence, versioning, and control mapping for every task.
Implement firm guardrails, user permissions, and compliant use of AI tools.
Draft assessments, control narratives, and clear remediation action plans.
Condense policies, SOC2 reports, and tickets into actionable findings.
Link all your evidence to key frameworks like ISO, SOC2, and NIST.
Build repeatable checklists and workflows for risk reviews and management approvals.
Set permissions, review logs, and add constraints for secure AI outputs.
Governance & logs
No audit trail
Basic activity logs
Granular, immutable logs
Role-based access
Single user account
Predefined user roles
Customizable permissions
Control mapping
Not available
Manual mapping
Automated, AI-powered
Grounding
Uses public data only
Limited to GRC data
Secure private knowledge
Risk templates
No specific templates
Rigid form-factors
AI-driven and flexible
Compliance automation
No built-in support
Limited
AI-assisted review/redact
Unstructured text
Unstructured text
Form-based
Structured, narrative draft
Incident triage
Generic analysis
Manual categorization
AI-powered classification
Deployment Model
Public Cloud SaaS
Self-hosted, complex
Private VPC / On-Premise
Data Privacy
Vendor dependent
Relies on user config
Total data isolation
Execution Engine
Non-deterministic
Often unpredictable
Fully deterministic
Governance
Limited to none
Requires 3rd party tools
Native, built-in
Audit Logs
Basic usage logs
Manual setup
Immutable, automatic
Security Posture
Shared tenant model
Depends on environment
Zero-trust architecture
Not available
Not available
Requires custom code
Automated and native
Model Control
Locked to one API
Community supported
Fully model-agnostic
Deploy with strict policies, access controls, and audit logs.
Generate structured assessments, narratives, and board-ready reports.
Get started in days by connecting your existing documents and workflows.
Connect easily to your GRC platforms, ticketing systems, and documentation.
Risk, Global Fintech Firm
Data Exfiltration Incidents
Identify top workflows like assessments, reporting, or reviews.
Securely ingest policies, risk registers, controls, and past audits.
Configure user access, logging, review steps, and allowed AI actions.
Pilot with a core team, measure time saved, and then refine templates.
Get a custom architecture review and pilot plan in 48 hours.