Comprehensive Behavior Control
Consistent behavior. Less prompt fragility. Cleaner runtime control.Set the behavior once, then keep it consistent instead of re-explaining yourself every session.
Security
Protect the assistant without teaching it the secret.
If your assistant needs different faces for the public, staff, and admins, LoRA Lens helps you separate them cleanly and keep tighter control over what the AI is allowed to do.
The Security Pitch
Role separation outside the model. Passkeys never exposed. Far fewer easy jailbreak wins.
The promise is simple: stop making the model carry secrets and stop forcing safety to depend on fragile prompt text.
State Of The Art Memory
Less transcript replay. Better continuity. Fewer avoidable leaks.Keep continuity without turning every conversation into a bloated transcript dump.
Revolutionary Segmented Roles
Zero passkeys in the model. Cleaner role separation. Controlled access paths.Give the public one version of the assistant, your team another, and admins the protected path they actually need.
Role Fabric
Give each audience the version of the assistant they should have.
Use Role Fabric when you want the public experience, staff tools, and admin controls to stay separate.
- Public runtime for customer-facing use
- Operator runtime for staff workflows
- Admin runtime for protected control paths
- Separate memory stores, tool rules, and behavior rules by role
Firewall
Catch the sketchy stuff sooner.
Firewall helps you catch jailbreak attempts, prompt injection, and other risky behavior before it turns into a real problem.
- Warning and block thresholds
- Prompt and response inspection
- Security-awareness injection when desired
- Recent threat alerts in the app
Threat Posture Graph
Firewall analytics
As signal quality rises, the risk window should shrink. Firewall exists to catch dangerous prompt regions before they turn into model behavior.
Role Trust Matrix
Memory policy
| Current role | Visible memory | Trust posture |
|---|---|---|
| Public | Public only | Hearsay / low confidence |
| Employee | Employee + public | Employee preferred, public treated skeptically |
| Admin | Admin + staff + public | Admin trusted most, public trusted least |
Important truth
Role Fabric protects the assistant layer. Backend auth, billing, permissions, and infrastructure security still matter too.