Universal chat surface
Employees pick from every approved frontier and open-source model in one interface. Preferences, chats and files carry across models.
- GPT-4o, Claude, Gemini, Llama, Mistral, Cohere
- Persistent chats + file uploads
- Model-agnostic prompt library
Adaptive routing engine
The right model at the right cost — automatically. Cheapest-capable routing, semantic answer reuse, prompt caching and cross-provider failover.
- 20–40% lower spend in 90 days (observed)
- Automatic failover across providers
- Streaming and long-context compression
Knowledge grounding
Seven live connectors indexed with per-source ACLs. Every answer cites the doc, ticket or thread it drew from.
- Workspace, M365, Slack, GitHub, Confluence, Notion, Salesforce
- Per-user permission inheritance
- Inline citations with confidence scores
Human-in-the-loop actions
Any AI write — to a CRM, database, ticket or channel — pauses and routes to a named approver before it runs.
- Cross-party approval workflows
- Role-based action budgets
- Full replay of every approval
Immutable audit trail
Every prompt, response, retrieval and action is logged to append-only storage — exportable to a regulator in one click.
- Cryptographically sealed events
- SIEM-ready streaming export
- EU AI Act Annex IV auto-populated
Emergency stop
One admin action halts every AI request across the organization instantly. For the incident that can't wait for a ticket.
- Org-wide kill switch
- Scoped to team, connector, or model
- Auto-revoke on threat-intel trigger