Managed AI Inference

LLM calls with budgets, caching, and fallbacks.

FlyAI gives you a single fx:// interface for the LLM providers you already use, with multi-provider fallback, semantic caching, a weekly free quota, and metered wallet billing at cost plus a transparent markup. Six official functions: ai-auto, ai-fast, ai-code, ai-reason, ai-vision, ai-embed.

What you get

Inference with the boring production primitives already done: caching, fallbacks, quota, billing, prompt-injection guard, BYOK.

Multi-provider fallback

A ladder of provider rungs lights up one after another when a higher rung fails. The router picks the best rung per request from real outcome signals.

Semantic cache

An exact-match cache plus a semantic cache. Cache hits claim a fraction of the quota, so effective throughput is much higher than the plan number. Threshold auto-tunes to a target false-positive rate.

Weekly free tier

A generous weekly allowance per plan. Daily cap = one-third of the weekly budget. Cache hits consume fewer units than fresh requests.

BYOK via Vault

Bring your own OpenAI / Groq / DeepSeek / Together / OpenRouter / Fireworks keys. Stored in Vault AI connections. BYOK bypasses platform quota but enforces the preset allowlist, per-connection RPM, and daily/monthly spend caps.

TokenFabric (delta sync)

Optional: re-send only the files that changed since the last call. Unchanged files are summarized by hash. Saves most tokens on codebase-aware prompts. Injection-guarded before cache write.

Substrate receipts

Every FlyAI call becomes a typed, replayable, receipt-bearing execution record with a per-request budget and circuit-broken verification.

Production-launch readiness

What's in general availability today, what's running in shadow mode, and what's queued for staging.

Six official fx:// functions (auto / fast / code / reason / vision / embed)live: Live
Multi-provider ladderlive: Live
Adaptive rung selectionlive: Live
Exact + semantic cachelive: Live
BYOK via Vault AI connectionslive: Live
Delta-sync contextlive: Live
Substrate unification (canary)pending: Shadow

Stop hand-rolling LLM routing

Six fx:// functions, multi-provider fallback, semantic cache, free weekly quota, metered billing — bundled into every plan.