From insecure LLMsto controlled AI.

One gateway. Every prompt scanned, every response scrubbed, every action sealed in a tamper-proof audit chain. Policy-enforced execution for production AI teams.

Works with
OpenAI
Anthropic
Google DeepMind
Mistral
Meta AI
Cohere
Together AI
Groq
Perplexity
Fireworks AI
OpenAI
Anthropic
Google DeepMind
Mistral
Meta AI
Cohere
Together AI
Groq
Perplexity
Fireworks AI
99.99%
Uptime SLA
<8ms
Gateway overhead
500M+
Tokens controlled
Gateway Throughput & Target Metrics

Designed for high throughput.
Built for absolute AI governance.

Whether you deploy on our global multi-tenant edge or self-host within a private air-gapped VPC, Autrace scales atomically to meet extreme enterprise LLM workloads with zero-trust protection.

100k+
Requests / Min Per Node
99.9%
OWASP Injection Detection
Enterprise Pilot Cohorts

Sovereign VPC installation schedule

To maintain our standard under 8ms overhead latency and provide dedicated infrastructure engineering support, custom private cloud sovereign VPC installations are onboarding in structured weekly slots.

Onboarding Slots Availability:Cohort slots active
Check Week Availability & Request Demo →
AI Cost Containment Gateway

The Enterprise Token Spend &
Operational AI Risk Crisis.

As agentic workflows scale, unmanaged token consumption and operational logic errors are driving up costs and liabilities. Here is how Microsoft, Uber, Starbucks, and Stripe are shifting strategies in 2026—and how Autrace delivers the control plane to protect your margins.

Jevons Paradox & Loops

Unmanaged Agentic Spend

Autonomous coding agents recursively scanning codebases can exhaust enterprise AI budgets in months. Autrace operates as an Enterprise LLM firewall token spend controller, putting a circuit breaker on runaway loops.

Microsoft & Uber Lesson →
Operational Reliability

Implicit Trust Liabilities

Blindly trusting LLM logic without monitoring leads to store-level errors and supply mismatches. Autrace intercepts egress payloads, checking facts and enforcing logic limits under 8ms.

Starbucks Safety Lesson →
Margin Protection

SaaS Margin Erosion

SaaS platforms offering flat-rate AI features face massive bill overruns. Autrace complements Stripe's token-metering features by acting as the gateway that enforces hard token limits at the API key layer.

Stripe Margin Standard →
Read the Technical Cost Crisis Deep Dive →
How it works

Before we send anything,
we check everything.

Zero-TrustArchitecture

Autrace intercepts every call before it reaches the model — scanning input, enforcing policy, scrubbing output, and sealing an immutable record. One gateway URL replaces weeks of custom middleware.

01. Intercept02. Inspect03. Forward04. Seal

Intercept

Autrace sits between your application and every LLM endpoint. No SDK swap required — drop in one gateway URL.

Inspect

Every prompt runs through your rule engine: regex, semantic, ML classifiers. Violations are blocked, flagged, or rewritten.

Forward

Clean requests are routed to the correct model — OpenAI, Anthropic, Mistral, or your private endpoint. Latency under 8ms.

Seal

Every exchange is hashed into the audit chain. Tamper-proof, queryable, exportable for compliance in one click.

What Autrace does

Three capabilities
behind AI control

01

Input Control

Every prompt is scanned for PII, IP leakage, prompt injection, and policy violations before it reaches the model.

PII detectionPrompt injectionIP screening
02

Output Scrubbing

Responses are filtered in real-time. Hallucinations flagged, sensitive data redacted, tone enforced before delivery.

Hallucination flagsData redactionTone policy
03

Audit Chain

Immutable cryptographic audit trail of every AI interaction. Query it, export it, prove it to compliance teams.

Hash-chained logSOC 2 exportZero tamper

One URL.
Full control.

Drop in your gateway URL. Everything else stays identical. No SDKs to install, no complex networking to configure.

Get Started
Without Autrace
// Raw LLM call — no visibilityconst res = await openai.chat.completions.create({  model: 'gpt-5.5-pro',  messages: [{ role: 'user', content: userPrompt }]});// ❌ No PII check// ❌ No audit trail// ❌ No policy enforcement
With Autrace
// Same call — full controlconst res = await openai.chat.completions.create({  model: 'gpt-5.5-pro',  baseURL: 'https://gateway.autrace.ai/v1',  messages: [{ role: 'user', content: userPrompt }]});// ✅ PII scanned and redacted// ✅ Immutable audit entry sealed// ✅ Policy enforced before model sees it

Every action.
Sealed forever.

Each AI interaction is hashed and chained to every prior entry. Compliance teams get a single export. Auditors get cryptographic proof. You get peace of mind.

a3f9...c21ePROMPT_SCANNED
CLEAN
4ms
b7d2...18abPII_DETECTED
REDACTED
6ms
c1e8...9f44RESPONSE_FILTERED
CLEAN
3ms
d5a1...3bc7AUDIT_SEALED
IMMUTABLE
1ms
Chain integrity: VERIFIED · Entries: 1,284,912

Questions every leader
asks before they start.

Still have questions?

Fill out the form below and our team will get back to you. We respond to every inquiry.

Send Us a Message →
Prefer email?hello@autrace.ai
Direct API calls give you zero visibility, zero enforcement, and zero audit trail. Autrace intercepts every call before it reaches the model — scanning input, enforcing policy, scrubbing output, and sealing an immutable record. One gateway URL replaces weeks of custom middleware.
Our median gateway overhead is under 8ms. For most enterprise LLM calls (which take 800ms–3000ms), this is negligible. We publish P50/P99 latency metrics on our status page.
Yes. Rules support regex, semantic similarity thresholds, ML classifier scores, and custom code hooks. You can block, flag, rewrite, or route based on any combination. Rules are version-controlled and audited.
Every entry is SHA-256 hashed and chained to the previous entry. Modifying any record breaks the chain — which is immediately detectable. Enterprise plans include Merkle-tree proofs exportable for third-party verification.
OpenAI, Anthropic, Google Gemini, Mistral, Meta LLaMA (via Together AI, Groq, Fireworks), Cohere, and any OpenAI-compatible endpoint including your own self-hosted models.
Enterprise plans include private VPC deployment, air-gapped on-premise deployment, and custom networking. No traffic leaves your environment. Contact sales for architecture review.
Not sure where to start with AI?

We analyse how work currently happens across your organisation, from manual processes to existing AI usage. Each workflow is benchmarked to identify where automation, enablement, and AI systems will create the most impact.

autrace

The best day to start
was yesterday.
The next best moment
is now.

Ship AI without the liability. Production-ready in under 10 minutes.

Contact Us