The AI gateway for
regulated industries.
Per-tenant token quotas, audit-grade usage observability, and post-quantum TLS termination in one Rust runtime. Built for the compliance surface your CISO actually has to sign.
Enterprise-Grade Intelligence.
Memory-Safe by Design.
Scrutari AI is a safety-critical software and compliance integrator. We deploy offline-first, Rust-native artificial intelligence across industries where failure carries real consequences. Mining operations, energy infrastructure, healthcare systems, and financial compliance.
Our team leverages 13 years of enterprise architecture experience to build entirely in Rust, the same memory-safe standard adopted by the aerospace and automotive industries. We scale intelligence, not hardware.
Whether it’s detecting structural defects in deep-underground mines, illuminating billions in denied healthcare claims, or enforcing sovereign data compliance across global markets, Scrutari provides continuous, verifiable scrutiny at the edge.
Industries We Serve
One engineering philosophy. Multiple mission-critical verticals. Wherever failure carries real consequences, Scrutari delivers verifiable AI at the edge.
Mining & Heavy Industry
Structural integrity monitoring for aging underground infrastructure. Real-time detection of corrosion, fastener failure, and pre-fall indicators.
Healthcare
Revenue cycle auditing and denied claims forensics. Streaming analysis of archaic data formats with mathematically verifiable audit trails.
Energy & Utilities
Continuous monitoring of power generation, transmission, and distribution assets. Edge-deployed AI for predictive maintenance across remote sites.
Financial Compliance
Sovereign data processing for regulatory compliance across global markets. Offline-first architecture meets the strictest data residency requirements.
Post-Quantum TLS Gateway.
Ship in two DNS records.
A hardened Rust gateway that terminates ML-KEM-768 + X25519 hybrid TLS in front of the backend you already run. TLS 1.3 only, no classical-only fallback, AEAD ciphers only. NIST FIPS 203 + 204 ready.
Scrutari PQ Gateway
The gateway ships today on a self-service plan. Mission-critical Edge AI for mining and healthcare is delivered through pilot engagement, detailed below.
AI Gateway for buyers who
cannot use Cloudflare.
Route OpenAI, Anthropic, Bedrock, and Azure OpenAI through one control plane. Per-tenant monthly token quotas with calendar-month UTC windows. Audit-grade row per request, retention you control. The compliance posture LLM gateway startups cannot ship.
Scrutari AI Gateway
Built for healthcare, financial services, defense, and pharma R and D. The LLM gateway category cannot sell into compliance-gated buyers; the hyperscalers' AI surfaces assume their own cloud is acceptable. We are the third path.
Core Solutions
Three product lines serving multiple industries. One engineering philosophy: verifiable, secure, zero-latency.
Scrutari PQ Gateway
A hardened Rust gateway that terminates ML-KEM-768 + X25519 hybrid TLS in front of the backend you already run. Two DNS records to onboard.
Scrutari Edge-Guard
A fully functional, physical Edge AI appliance for continuous structural monitoring. Detects pre-fall indicators (corrosion, fastener failure, and structural deflection) in real time, directly at the point of inspection.
Project Helios
A hybrid sovereign platform for the healthcare and financial sectors. Illuminates the black box of denied claims and regulatory compliance with Rust-native forensic auditing.
Why Rust?
These are properties of the language, not marketing claims. It’s the same memory-safe standard adopted by aerospace and automotive manufacturers.
Memory Safety at Compile Time
Buffer overflows and crashes are eliminated before code ever runs. The compiler enforces safety. No runtime checks, no garbage collector.
Deterministic Performance
No garbage collection pauses during inference. Whether firing a safety alert in milliseconds or streaming millions of healthcare records, you need predictable, deterministic latency.
Offline-First by Architecture
Our systems operate 100% independently. Deep mining pit, hospital basement, or remote energy site: the system never stops when connectivity drops.
Frequently Asked Questions
What is the Scrutari PQ Gateway, and how do I try it?
The gateway is our self-service post-quantum TLS termination product. It sits in front of an existing backend and terminates ML-KEM-768 + X25519 hybrid TLS 1.3 handshakes on the public edge, then re-encrypts the upstream hop over classical TLS 1.3 to your WAF or load balancer. Onboarding is two DNS records. The Starter plan is free with a card on file. Sign up at app.edge.scrutari.ai.
Why do you build in Rust instead of Python?
Traditional Python AI models are computationally heavy and vulnerable to runtime errors and memory leaks. Rust provides compile-time memory safety without garbage collection pauses, allowing our models to run continuously on edge hardware with zero crashes. It’s the same standard the aerospace and automotive industries are adopting.
How do you handle unstable internet connectivity?
We utilize a local-first architecture. Our edge nodes operate 100% offline with embedded databases running in replica mode. When connectivity is restored, bidirectional synchronization securely updates the central systems. The inspection pipeline never stops.
How does the system report safety anomalies without cloud access?
When a structural defect is detected, the system does not upload video files. Instead, it transmits a low-bandwidth, cryptographically signed JSON alert directly to local site maintenance teams, creating an immutable anomaly log. Technical details are available under NDA.
How does Scrutari handle healthcare and financial data?
Project Helios operates on a sovereign-first architecture. All data processing happens locally or within approved data residency boundaries, never routed through third-party cloud APIs. Our Rust-native pipeline streams and audits massive datasets with mathematically verifiable output, ensuring every decision has a traceable audit trail.
How do you deploy and update the software globally?
We integrate with existing Tier-1 electrical contractors for physical hardware installation. Scrutari manages the AI models remotely via encrypted Over-The-Air updates with automatic rollback, allowing us to scale across hundreds of sites simultaneously without physical access.
Drop us in front of your stack.
Scrutari is a hybrid post-quantum TLS gateway. We terminate X25519MLKEM768 on the public side and forward traffic to whatever you run behind it, no application changes, no rewrites, no second TLS terminator to replace. Talk to engineering when you're sizing your 2030 migration or evaluating drop-in TLS termination for a regulated workload.
Talk to engineering
Pick what you're after below. The form routes to the engineering team that owns that surface, and we respond within one business day.