Platform
Everything inside the box.
Routing, evaluation, guardrails and observability — designed as one system, so every layer makes the others smarter.
Learned routing
Semantic cache
PII redaction
Jailbreak shield
Golden sets
LLM-as-judge
Trace diff
Cost alerts
Edge runtime
Voice streaming
Tool calling
Structured outputs
SSO & SCIM
Data residency
Capabilities
Six systems. One black box.
Hover any card to decrypt what’s running underneath. Every module works on its own — together they’re unfair.
01
Neural Routing
Every request finds the fastest model path in real time.
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12ms
Median routing latency
A learned router scores 40+ models per call and picks the cheapest one that clears your quality bar.
02
Guardrails
Policy checks run on every token before it leaves the box.
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0
Unreviewed outputs in prod
PII redaction, jailbreak detection and custom policies — enforced inline and logged forever.
03
Live Evals
Score quality continuously against your own golden sets.
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1.2M
Evals run per day
Ship prompts like code: every change is scored on regressions, cost and latency before rollout.
04
Model Mesh
Frontier and open models behind a single interface.
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40+
Models, one endpoint
Swap providers without a redeploy. Fallbacks kick in automatically the moment a model degrades.
05
Full Traces
See every hop, token and decision the box made.
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100%
Requests traced
Replay any request, diff two runs and export traces to the tools your team already uses.
06
Edge Runtime
Run agents close to your users, everywhere.
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32
Global regions
Cold starts under 50ms, autoscaling to zero and data residency controls per workspace.
01 — Routing
Every call, perfectly placed.
The router predicts quality, latency and cost for every model before a single token is generated — then commits to the cheapest one that clears your bar.
Per-request model scoring
Automatic failover in <50ms
Semantic cache for near-duplicates
router.decide(request_8f21)
→ claude-sonnet
94
gemini-flash
81
llama-70b
76
mistral-large
72
gpt-mini
64
evals / support-bot@v14
Faithfulness
0.97
On-brand tone
0.93
Latency p95 < 800ms
612ms
No PII leaked
100%
Refund policy accuracy
0.81
4 / 5 passed — merge blocked until refund policy ≥ 0.90
02 — Evaluation
Quality you can measure.
Turn golden sets, rubrics and LLM judges into a live score for every prompt version. Regressions block the merge, not your customers.
Golden sets & rubrics
LLM-as-judge with calibration
Evals on every pull request
03 — Observability
Nothing stays hidden.
Every hop, token and decision is traced. Replay any request, diff two runs and see cost and latency at a glance.
Human-readable traces
Trace diff & replay
Cost and latency alerts
trace / req_8f21 · 842ms
gateway
guard.input
router.decide
model.claude
guard.output
evals.async
Plugs into 40+ models and the stack you already run
Ready to open the box?
Route your first million tokens free. No credit card, no sales call, no black magic.