Get standardized scoring, clear rationales, and automated control linkage.
Generate narrative reports, KRI summaries, and evidence-backed packs.
Generate narrative reports, KRI summaries, and evidence-backed packs.
Achieve faster risk triage and assessment with consistent, high-quality outputs.
Provide auditors with traceable rationale, clear citations, and reviewable logs.
Automate the mapping of risks to controls, obligations, and audit evidence.
Implement robust access controls and policy-aligned usage for secure AI.
Ground all AI outputs in approved sources with permission-aware access.
Automatically generate source citations and package evidence for auditors.
Ensure human-in-the-loop oversight with mandatory review and sign-offs.
Map insights to internal frameworks like COSO and ISO 31000 automatically.
Deploy in your VPC or on-prem with full SSO and RBAC integration.
Governance & Approvals
Not Available
Limited to GRC app
Built-in approval flows
Audit Trails & Citations
No native support
Varies by vendor
Full lineage and logs
Role-Based Access
Basic user roles
Often rigid
Granular enterprise RBAC
Private Deployment
Public cloud only
Typically SaaS only
VPC, On-Prem, Private
Framework Mapping
No specific tools
Fixed taxonomies
Flexible custom mapping
Data Leakage Controls
Manual effort
Siloed to app
Policy-enforced controls
Not built-in
Not built-in
Limited
Fully configurable agents
Evidence Packaging
Not available
Basic exports
Automated audit packs
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
Designed for ERM workflows, control libraries, and compliance evidence.
Embed mandatory approvals, policies, and administrative controls in every step.
Outputs include full citations, event logs, and reproducible rationale for auditors.
Achieve data isolation with RBAC, SSO, and your choice of deployment model.
Global Financial Services
Data Exfiltration Incidents
Define target ERM workflows, users, data sources, and key risks.
Securely connect policies, controls, audit data, and risk registers.
Set up RBAC, approval flows, guardrails, data retention, and logging.
Drive adoption, monitor performance, and continuously tune the models.
Get a custom architecture review and pilot plan in 48 hours.