Your data stays in your environment
Failproof AI Observability is self-hosted. Events, prompts, model responses, and analytics are stored in your own databases, in your own environment. Nothing is sent to a third-party SaaS for storage, and your data stays in your own cloud account.Tenant isolation
One Failproof AI Observability instance can host many organizations, and each is isolated at the storage layer — enforced by the database, not just the UI:- An organization’s operational data (users, keys, dashboards, saved queries) is scoped to that org, and cross-org reads are blocked by the database itself.
- Every ingested event is stamped with its owning org, so one organization’s events can never be read by another.
/<org-slug>/…).
Sign-in
Failproof AI Observability uses passwordless, email-based sign-in. There is no password to phish or leak. A user requests a one-time code (or a one-click magic link), which is emailed to them and expires quickly. Sign-in is gated by an allowlist: only email addresses (or domains) you permit can authenticate.
Scoped access with API keys
Every client authenticates with an API key that carries granular, least-privilege permissions. A collector needs onlyevents:add; a dashboard or assistant key can be read-only; destructive actions (delete, regenerate) are separate grants you choose to include.

A read-only, approval-gated assistant
The in-dashboard AI assistant answers questions over your data, but it is constrained by design:- It is read-only by default: its SQL runs through a guard that permits only
SELECT/WITHqueries, single-statement, with a row cap. - Anything it creates (a saved query, a dashboard) is approval-gated: you review and approve every write before it happens.
- It can never delete.
In transit
All traffic runs over HTTPS. You terminate TLS with your own certificates, so collector-to-server and browser-to-server traffic is encrypted in transit.Next steps
- Overview: how Failproof AI Observability fits together.
- API keys: scope access for the collector, dashboard, and assistant.
- Observability: what Failproof AI Observability captures from your agents.

