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    Observability

    Behest vs Basic Observability

    They observe. We operate.

    Basic observability tools are LLM observability platforms with sessions, custom-property cost attribution, and cost-based rate limits. Behest is the AI backend — auth, conversation memory, PII Shield, and tenant isolation in the request path.

    Basic Observability

    Basic observability tools act as proxies that log every request, providing cost analytics, latency tracking, and usage dashboards.

    Strong at: Request logging, cost analytics, latency monitoring, usage dashboards, and prompt versioning.

    Category: LLM Observability / Analytics

    Behest

    Behest is the AI backend. One API call gives you auth, memory, PII scrubbing, prompt defense, rate limiting, token budgets, kill switches, and observability — self-hosted in your cloud.

    Strong at: Complete AI backend with security, multi-tenant isolation, built-in business logic, and usage tier economics.

    Category: AI Backend as a Service

    The core difference

    Basic observability tools observe what flows through and surface it in dashboards. Behest operates the request path — managing auth, conversation memory, PII redaction pre-LLM, prompt-injection defense, and per-session cost attribution as primary primitives.

    Feature Comparison

    FeatureBehestBasic Observability
    CORS Handling (browser-direct calls)?
    Multi-tenant Auth & Isolation?
    Rate Limiting
    PII Scrubbing (pre-LLM)?
    Prompt Injection DefensePartial
    Conversation Memory (managed)?
    System Prompts (managed)
    Token Budgets (inline enforcement)
    Kill Switches (global / tenant / project)Partial
    Request Logging & Analytics
    Cost Tracking
    Per-session cost attribution
    Self-hosted Deployment
    Usage Tiers & Token Economics (built in)?

    "Partial" means the capability exists in a narrower form (for example, prompt-injection defense supports OpenAI models only). "?" means the capability is not generally documented in publicly available materials.

    Choose Basic Observability if you need...

    • LLM observability with sessions and custom-property cost attribution
    • Prompt management, datasets, and a playground
    • A logging layer that accepts a maintenance-mode roadmap posture

    Choose Behest if you need...

    • An AI backend with auth, conversation memory, and tenant isolation
    • PII redaction pre-LLM via Microsoft Presidio plus Sentinel prompt-injection defense
    • Browser-direct calls via CORS — no backend proxy required
    • Token budgets, usage tiers, and monetization tools for your end users
    • An actively-developed roadmap (not maintenance mode)

    Need more than logging? Get the whole backend.

    Auth, memory, PII scrubbing, prompt defense, rate limiting, token budgets, and observability — one API call.

    See Other Comparisons

    Enterprise Token FinOps: Enforce hard budgets and attribute costs per session.

    Learn more