Continuous Cross-Layer Attestation · Silicon to System

Trust Every Layer,
Continuously.

MianaAI builds the attestation platform that answers a question no product on the market answers today: can I trust this device, its firmware, its software, and its behavior on the network — right now?

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2
Attestation Modes
AI
Correlation Engine
100%
On-Prem Deploy
Device Classes
// Who We Are

Continuous Attestation
From Silicon to System

MianaAI is a security development company building the first platform that provides real-time, ongoing proof of trustworthiness for every device in a fleet — under adversarial conditions. We don't just check devices at boot time. We measure trust continuously, across every layer of the stack.

From autonomous drone fleets to hospital networks to industrial control systems, TrustFabric ensures nothing has been tampered with — right now, not just when it was last audited. Our dual-mode architecture covers every device in your fleet, whether it can run an agent or not.

🔬

Cross-Layer Intelligence

We correlate hardware, firmware, OS, and network signals into a single trust verdict. Single-layer anomalies are noise. Cross-layer correlation surfaces true threats.

🏗️

Dual-Mode Coverage

Agent-based attestation for capable devices. Network/DPU-based behavioral attestation for everything else. Universal coverage regardless of device capabilities.

🤝

Mission Partnership

We embed alongside your teams. We understand your operational requirements before we write a single line of code.

2025
Founded
Dual-Mode
Attestation
MIL-SPEC
Grade Security
3
Founding Engineers
// TrustFabric

Four Layers.
One Trust Verdict.

TrustFabric is a unified attestation platform built from four integrated components — each addressing a critical gap that no existing product fills.

🔒 Agent Mode

Agent-Based Attestation

A lightweight, embeddable agent for devices with sufficient compute that continuously collects attestation evidence and ships it to the correlation engine in real time.

Continuous Runtime Measurement Re-measures firmware, OS, and application integrity during runtime — not just at boot. Sub-second detection of changes.
TPM/DICE Integration Leverages hardware trust anchors where available. Works with TPM 2.0, DICE, IMA, and secure boot chains.
Behavioral Fingerprinting Monitors system call patterns, network activity, and operational behavior against known-good baselines.
Minimal Footprint Designed for compute-constrained devices. Runs on PX4 companion computers, gateways, and embedded Linux systems.
🌐 Network Mode

Network-Based Attestation

For devices that cannot run an agent — IoT cameras, legacy PLCs, medical devices — attestation logic runs on DPUs in the network path, observing behavior without touching the device.

DPU/SmartNIC Deployment Runs on NVIDIA BlueField, AMD Pensando, and Intel IPU hardware at network chokepoints.
Behavioral Baseline ML Builds ML-driven behavioral profiles per device class. Detects deviations that indicate firmware compromise.
Zero-Touch Coverage No software installation required on monitored devices. Covers unmanaged IoT, OT, and legacy systems.
Indirect Firmware Attestation Compromised firmware changes device behavior. Behavioral baselines attest firmware state without requiring firmware access.
🧠 Correlation

Cross-Layer Correlation Engine

Fuses signals from both attestation modes across hardware, firmware, OS, and network layers. Individual anomalies are noise. Cross-layer correlation surfaces true threats.

Policy-Based Rules Deterministic evaluation of known-good and known-bad states. Firmware hashes, boot chain verification, certificate validity.
ML Anomaly Detection Statistical behavioral baselines per device class. Fleet-wide correlation of anomalies that individually appear as noise.
Agentic AI Investigation When ML flags an anomaly, an AI agent investigates across all layers and produces an assessment with reasoning — not just an alert.
Fleet Trust Verdicts Real-time trust scores for every device in the fleet, continuously updated and always audit-ready.
⚔️ Validation

Adversarial Validation Environment

A simulation and red-team layer that generates attestation-layer attacks to continuously validate TrustFabric's detection capabilities. Don't trust us — test us.

Firmware Attack Simulation Inject firmware implants, supply chain substitutions, and TOCTOU exploits into controlled environments.
OTA Hijack Testing Simulate compromised update channels, modified binaries with valid signatures, and man-in-the-middle attacks.
Fleet-Scale Red Teaming Test coordinated attacks across multiple devices simultaneously. Validate swarm trust establishment.
Reproducible Evidence Every test produces auditable evidence. Demonstrate detection capabilities to program offices and assessors.
// The Intelligence Layer

The Known-Good
Behavioral Database

Across deployments and customers, TrustFabric accumulates a continuously-growing database of known-good behavioral profiles per device class — a shared intelligence asset that makes the platform more valuable with every deployment.

📊

Instant Baselines

New customers deploying device types already profiled receive behavioral models on day one, without a learning period.

🔄

Network Effect

More deployments produce better baselines, faster time-to-value, and more deployments. The database compounds in value.

🔍

Indirect Attestation

For encrypted or proprietary firmware, behavioral baselines attest integrity indirectly — detecting changes without inspecting firmware.

📡

Fleet Comparison

If 49 of 50 identical devices share a behavioral profile and one deviates, something has changed. No firmware access required.

📋

Compliance Evidence

Continuous, machine-generated attestation evidence bundles for CMMC 2.0, EU CRA, NERC CIP, and FDA requirements.

🛡️

Threat Intelligence Feed

The database offered as a standalone subscription — a lower-friction entry point before full platform deployment.

TrustFabric — Live Attestation Feed
09:41:01 [ATTEST] Firmware hash verified on drone-17 ✓
09:41:03 [TELEM] GPS lock: 18 sats · HDOP 0.8 · fleet nominal
09:41:06 [AGENT] Runtime integrity check — all hashes match
09:41:09 [NET] Drone-17 traffic +12% vs fleet baseline
09:41:09 [AI] Correlating firmware, behavior, network...
09:41:10 [WARN] Anomalous RF burst detected — 2.4GHz band
09:41:11 [AGENT] Firmware hash valid — behavioral drift confirmed
09:41:12 [AI] Cross-layer verdict: HIGH confidence compromise
09:41:12 [SIEM] Incident #TF-0891 filed · drone-17 isolated
09:41:14 [STATUS] Fleet: 23/24 NOMINAL · 1 QUARANTINED
// Cross-Layer Intelligence

Investigate.
Correlate. Explain.

TrustFabric doesn't just detect anomalies. It investigates across every layer, correlates hardware, firmware, and network signals, and explains what happened — so operators act on understanding, not guesswork.

🧠

Three-Tier Intelligence

Policy rules for known states. ML for behavioral anomalies. Agentic AI for automated investigation and explanation.

Sub-Second Detection

Continuous attestation means compromise is detected while it's happening — not at the next audit cycle.

🗺️

Fleet Trust Map

Real-time visualization of trust state across every device. Instant identification of compromised, quarantined, or drifting nodes.

// Built For

Who We Serve

Purpose-built for operators where failure is not an option.

⚔️

Warfighters & Defense

Autonomous systems in contested environments need continuous proof of integrity — from the silicon in a drone's flight controller to the mission software running on it. TrustFabric provides real-time attestation that no existing tool delivers.

Critical Infrastructure

Hospitals, power grids, and water systems are under constant attack. TrustFabric attests the integrity of every device — including the IoT cameras, PLCs, and medical devices that can't run endpoint agents.

🏢

Enterprise & Government

CMMC 2.0, EU CRA, and NERC CIP demand verifiable device integrity. TrustFabric generates continuous compliance evidence as a byproduct of attestation — not a manual audit exercise.

// Accord

Encrypted Comms.
Zero Trust Required.

Accord is an encrypted communication platform for teams who refuse to trust the server with their messages. Text, voice, and direct messaging — all end-to-end encrypted with the Signal Protocol, deployed on your own infrastructure.

🔒 Communications

Signal Security

The server relays ciphertext it cannot read, stores ciphertext it cannot decrypt, and never sees plaintext at any point in the message lifecycle. Built entirely in Rust.

X3DH + Double Ratchet Full Signal Protocol — extended triple Diffie-Hellman key agreement with forward secrecy and break-in recovery on every message.
Encrypted Voice Channels Opus codec over UDP with ChaCha20-Poly1305 per-packet encryption, adaptive jitter buffer, and forward error correction.
Sealed Sender Metadata-protected messages hide sender identity from the server. Even the relay doesn't know who sent a message.
Single Binary, Flexible Storage One self-hosted server binary — deploy against a filesystem, SQLite, or your existing RDBMS. No external service dependencies.
💬 Usability

Discord Experience

Teams adopt tools they enjoy using. Accord pairs the familiar channel-based interface your teams already know with encryption they never have to think about.

Roles & Permissions Multi-role system with granular, per-channel controls. Custom roles for team organization with permissions aggregated as a union.
Message Pinning Pin important messages in any channel. Pins are encrypted with the group's epoch key so they remain readable by current members only.
Configurable Channel Security Five security tiers per channel — from open for announcements, to Secure with rotating keys, to Ephemeral where messages vanish from both client and server.
Cross-Platform Available on iOS, Android, Windows, macOS, and Linux.
// The Founders

Who We Are

MianaAI was founded by three engineers who spent careers at the intersection of security, advanced networks, and autonomous systems.

Robert Erwin
Co-Founder & CEO
Robert Erwin has over 24 years of professional technology related experience, he founded and scaled multiple technology ventures, leading global engineering organizations of more than 250 employees and contractors in partnership with publishers such as Activision, Electronic Arts, Nintendo, and Microsoft. His experience spans executive leadership, patent development, and the design of secure, real-time distributed systems — taking complex platforms from concept through production deployment and long-term operational support. He holds two US patents for network virtualization.
Dan Kramer
Co-Founder & CPO
Dan Kramer brings 25+ years of technical leadership in performance-critical software, having led gameplay and systems engineering for major live-service titles, including Call of Duty's first global live service release. With a background in physics and applied mathematics, he has architected real-time systems optimized for latency, concurrency, scalability, and reliability, consistently delivering production-hardened platforms operating at global scale.
Rob Wygand
Co-Founder & CTO
Rob Wygand contributes more than three decades of enterprise infrastructure and security expertise. As a Senior Principal Engineer at Lookout and Sun Microsystems, he oversaw mission-critical detection and cloud platforms, owned SLOs and SLAs for large-scale security systems, and re-architected distributed platforms for stability and elasticity. He holds a U.S. patent in secure remote access systems and has deep experience in zero-trust architectures, protocol design, and cloud-native infrastructure.
// Core Principles

Confidence in a
Compromised World.

Trust Every Layer.
Continuous attestation across hardware, firmware, OS, and network — from silicon to system, in real time.
Measure, Don't Assume.
Every device earns trust through evidence. Behavioral baselines and cross-layer correlation replace blind faith.
See What Others Can't.
Cross-layer correlation surfaces threats that single-layer tools miss. Three signals are stronger than one.
Predict, Don't React.
Detect compromise during the attack, not during incident response. Continuous beats periodic.

Ready to Trust
Every Layer?

See how TrustFabric provides continuous cross-layer attestation for your autonomous systems, critical infrastructure, and fleet operations. Schedule a demonstration with our team.