AI Runtime Assurance
See what your AI is doing.
Then make sure it keeps doing it.
Benchmark with autoredteam for free. Secure your fleet with Arbiter.
autoredteam
Point at any AI endpoint. You don’t need to know what good looks like — autoredteam discovers your baseline, you refine it. Behavioral assessment in minutes.
pip install glacis-autoredteam
- • Toxicity, hallucination, prompt injection, PII leakage, jailbreak resistance
- • Version-pinned scores — compare across runs and models
- • OVERT-compatible evidence receipts from day one
- • Apache 2.0 · CLI + Python SDK
Arbiter — AI Runtime Assurance
Runtime monitoring, enforcement, and evidence for every AI system you deploy.
Continuous drift detection
A purpose-built Small Language Model runs locally, producing version-pinned behavioral scores on every sampled inference. CUSUM-based statistical analysis detects when behavior is changing — before it crosses a policy boundary. This isn’t an LLM-as-judge. It’s a calibrated measurement instrument.
Runtime enforcement
Rust sidecar deployed in your cluster. Permit/deny/escalate decisions on every request. Prompt injection detection, PHI/PII patterns, encoding attacks, tool parameter validation. Single-digit millisecond latency. Starts in shadow mode — zero production impact.
Fleet visibility
One dashboard for every AI system you’re running. Centralized policy management, drift alerts, incident integration. See which AI systems are behaving, which are drifting, which triggered enforcement actions.
Zero egress
Everything runs inside your environment. Protected content never leaves your cluster. Only cryptographic hashes cross the wire. This is architectural, not contractual — even a full compromise of GLACIS infrastructure cannot expose your data.
Evidence accumulates
While you use Arbiter for operational security, OVERT-format attestation receipts build up in your environment. When compliance frameworks become relevant — NIST AI RMF, ISO 42001, EU AI Act, Colorado AI Act — the evidence trail is already there. No retroactive scramble.
Transparent pricing, built for scale
Arbiter Starter
Up to 10 AI endpoints
Arbiter Enterprise
Unlimited endpoints + compliance tooling
Arbiter Platform
Federated deployments, multi-org governance
Every deployment includes: Rust sidecar, SLM evaluation, drift detection, shadow mode, OVERT-format receipts, and direct engineering support during onboarding.
Not sure which tier fits? Grab 25 minutes with us — no pitch, just scoping.
Witness Network — Provable Compliance
Independent third-party attestation for regulated industries. Cryptographic proof verified by parties you don’t control.
- • OVERT-conformant at Attestation Assurance Level 4
- • Compliance evidence exports: NIST AI RMF, ISO 42001, EU AI Act, OSCAL
- • Audit-ready Evidence Packs
- • Dedicated account engineering, SLA, BAA
See full feature comparison
| autoredteam Free |
Arbiter Starter From $1,999/mo |
Arbiter Enterprise From $7,999/mo |
Witness Network Custom |
|
|---|---|---|---|---|
| Visibility | ||||
| Scan any AI endpoint | ✓ | ✓ | ✓ | ✓ |
| Standard adversarial probes | ✓ | ✓ | ✓ | ✓ |
| Risk scoring | ✓ | ✓ | ✓ | ✓ |
| Zero data egress | ✓ | ✓ | ✓ | ✓ |
| Enforcement | ||||
| Custom policy definition | — | ✓ | ✓ | ✓ |
| SLM evaluation against your intent | — | ✓ | ✓ | ✓ |
| Drift detection | — | ✓ | ✓ | ✓ |
| Real-time enforcement (permit/deny/escalate) | — | ✓ | ✓ | ✓ |
| Shadow → enforce mode | — | ✓ | ✓ | ✓ |
| Fleet dashboard | — | ✓ | ✓ | ✓ |
| AI endpoints | — | Up to 10 | Unlimited | Unlimited |
| Single-digit ms latency | — | ✓ | ✓ | ✓ |
| Evidence & Proof | ||||
| OVERT-format receipts | ✓ | ✓ | ✓ | ✓ |
| Framework mapping (NIST, ISO 42001, EU AI Act) | — | ✓ | ✓ | ✓ |
| OSCAL export / evidence bundles | — | — | ✓ | ✓ |
| Monthly evidence reports | — | — | ✓ | ✓ |
| Independent witness verification | — | — | — | ✓ |
| Tamper-evident receipts | — | — | — | ✓ |
| Verification APIs | — | — | — | ✓ |
Where do I start?
“Is my AI doing what I think it’s doing?”
Find out in five minutes. autoredteam discovers your baseline — no setup, no assumptions, no commitment. pip install glacis-autoredteam
“Is it still doing it — and can I control it?”
That’s Arbiter. Continuous drift detection and runtime enforcement for every AI system in production. Grab 25 minutes
“Can I prove it — to someone who doesn’t trust me?”
That’s the Witness Network. Cryptographic evidence that satisfies regulators, auditors, and insurance carriers. Talk to Sales
Pricing FAQ
Is autoredteam really free?
Yes — fully open-source under the Apache 2.0 license. Clone the repo, run it against your models, and keep the results. No sign-up, no usage limits, no catch. It’s the front door to the GLACIS ecosystem.
How is Arbiter priced?
Monthly, based on the number of AI endpoints you connect. Starter begins at $1,999/mo for up to 10 endpoints. Enterprise begins at $7,999/mo with unlimited endpoints and compliance tooling. Not sure where you land? Grab a quick call — we’ll help you figure it out.
What is OVERT?
OVERT — Observable Verification Evidence for Runtime Trust — is our open evidence standard: a machine-readable format for AI governance receipts. Every GLACIS tool, from autoredteam to the Witness Network, emits OVERT-compatible evidence. Compliance proof starts accumulating from the moment you start using any tool.
We already use Vanta/Drata. Do we need GLACIS?
Vanta and Drata document that you have policies. GLACIS proves you followed them at runtime. They’re complementary — together they close the AI evidence gap. See the Drata comparison →
Ready to secure your AI fleet?
25 minutes, no pitch deck. We’ll map your AI systems and tell you what we’d monitor.