Trust
Trust and security
How Kaidera keeps work reviewable: project boundaries, credentials, approval gates, public/private separation, and evidence trails.
Expanded public-safe trust narrative for E94 Phase 2 docs.
The trust model
Kaidera should help customers move faster without hiding risk. The trust model is built around boundaries, approvals, evidence, secure configuration, and clear ownership of important decisions.
Project boundaries
Kaidera should keep memory, credentials, artifacts, and work state scoped to the right project and organisation. Public documentation describes the control model without revealing customer-specific implementation details.
Customer data handling
Customer data should stay attached to the right organisation, project, and approved workflow. Users should understand what they upload, why it is needed, who can access it, and when sensitive material needs an enterprise process.
Credentials and secrets
Credentials, keys, tokens, and other secrets should not be uploaded into general project notes, FileVault folders, Draw boards, or chat-like requests. They should be managed through approved customer/admin configuration routes.
Approval gates
The platform is designed so irreversible or high-impact actions remain approval-gated. Production promotion, protected-branch changes, credential updates, and sensitive-data workflows should be visible review points.
Evidence trails
Good AI operations leave evidence: decisions, handoff state, verification results, screenshots, route checks, and residual-risk notes. The review package should make those artifacts easy to inspect before a user approves promotion.
Cybersecurity posture
The customer-facing promise is continuous vigilance: security controls, review gates, evidence, and support from the Kaidera cybersecurity capability. The docs should explain what customers can configure and what evidence they can review, not private defensive implementation details.
What users can configure
Customer admins should focus on users, roles, MFA or SSO where available, project access, provider access, model visibility, approval gates, support access, and audit visibility.
What can go wrong
Security risk rises when users share secrets in the wrong place, approve changes without evidence, keep stale user access, skip review gates, or mix sensitive material into general project files.
Read next
Read Enterprise controls for self-hosted, isolated, managed model, and air-gapped options. Read Guardrails and approvals for human review gates.
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