Resolve recurring issues using SOPs and runbooks with clear source citations.
Retrieve the latest product specs and FAQs from only approved and current sources.
Retrieve the latest product specs and FAQs from only approved and current sources.
Dramatically reduce search time with instant, trusted responses from your data.
Eliminate guesswork and hallucinations with answers grounded in your internal sources.
Enable consistent self-serve knowledge for IT, HR, and ops to deflect tickets.
Ensure controlled knowledge distribution with traceable sources and full access logs.
Integrate with SharePoint, Confluence, Drive, Slack, Jira, and other sources.
Provide answers with citations, retrieving content only from your allowed sources.
Leverage SSO/SAML, RBAC, and group permissions to ensure total tenant isolation.
Monitor usage, query patterns, content gaps, freshness, and deflection metrics.
Utilize feedback loops and continuous quality monitoring to improve accuracy.
Permission-Aware Chat
Not supported
Basic keyword access
Deep SSO/RBAC integration
Citations & Traceability
No source links
Limited source linking
Document-level citations
Private Connectors
Public data only
Limited integrations
Broad enterprise support
Governance
No admin controls
Basic user management
Full audit and controls
Quality Evals
Manual spot-checking
User feedback only
Automated quality checks
Deployment Options
Public SaaS only
Cloud-only
VPC, On-Prem, or Cloud
High risk of fiction
High risk of fiction
Some grounding
Strict source grounding
Multi-Team Support
Single workspace
Siloed instances
Unified, governed access
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
Meet the strictest security, compliance, and operational control requirements.
Answers are always based on your controlled knowledge sources, with clear citations.
Seamlessly integrates with your existing connectors, SSO, APIs, and business workflows.
Use built-in analytics to measure deflection rates, employee time saved, and content gaps.
Global Financial Services
Data Exfiltration Incidents
Securely connect to your knowledge repositories and set indexing boundaries.
Map your existing SSO and RBAC groups to create secure content access rules.
Deploy knowledge assistants for key teams and integrate them into workflows.
Use analytics and feedback loops to identify and fix critical content gaps.
Get a custom architecture review and pilot plan in 48 hours.