Serafend
Operational Intelligence for OT

The Guardian That Learns

Serafend is operational intelligence for OT environments. It learns your operation at the sensor level, reasons with local AI, simulates outcomes, and proves everything on an immutable ledger. Not monitoring — comprehension.

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Discover
The Gap

Millions of data points. Data captures what happened. What does it really mean?

OT environments produce continuous streams of sensor readings, configuration states, and operational telemetry. But the tools designed for these environments treat that data as something to alert on, not something to learn from.

The result: operators drown in alerts they can't contextualize, make changes they can't simulate, and face audits they can't fully reconstruct.

Serafend closes that gap. It turns your operational data into operational intelligence — a living, evolving understanding of how your environment actually behaves.

Four layers of intelligence, built from your data

01

Per-Sensor, Per-Asset Intelligence

Every sensor and asset gets its own machine learning model, trained continuously on your actual operational data. Serafend learns what normal looks like at the most granular level — and recognizes the subtle drift that generic tools miss.

02

Local AI, Trained by Your Team

A locally-running large language model fine-tuned on your operator notes, false-positive corrections, historical context, and technical details about YOUR assets. It reasons about your environment using your institutional knowledge — and never sends a byte off your network.

03

Digital Twin Scenarios

Test before you touch. Simulate configuration changes against a digital model of your operation and see projected outcomes before anything reaches a live system. In environments where every change carries physical consequences, foresight changes everything.

04

Immutable Record of Truth

Every configuration change is cryptographically recorded on a Hyperledger Fabric blockchain. Tamper-evident, fully auditable, and restorable to any known-good state. When something changes, you know exactly what, when, and who.

From raw data to operational comprehension

It learns

Per-sensor and per-asset ML models build a continuously evolving baseline of your operation. Not a static snapshot, a living understanding of what normal looks like across every point in your environment.

It reasons

A local AI, trained on your team's knowledge and operational history, synthesizes anomaly data, patterns, and context into actionable insight. It doesn't just flag. It explains what's happening, why it matters and advises on how to resolve and optimize.

It foresees

Digital twin scenarios let you model changes before committing them. See the projected ripple effects across your operation and make decisions grounded in evidence, not intuition.

It remembers

Every event, every change, every decision is permanently recorded on an immutable ledger. The complete operational history of your environment, cryptographically verified and always accessible.

Our Approach

Intelligence built from within, not bolted on from outside

Conventional OT Tools
Monitor network traffic for known signatures
Generic detection models across all environments
Cloud-dependent analysis and processing
Alert on anomalies without operational context
Static configuration snapshots
Serafend
Learns per-sensor behavior from your operational data
Models trained specifically on your environment
Fully air-gapped, self-contained deployment
AI-powered insight with your team's context built in
Immutable blockchain configuration ledger
Deployment Environments

Built for operations where understanding matters most

Serafend deploys fully air-gapped into your OT environment. No cloud dependency. No outbound data. Your operation, your intelligence, your network.

Battery Energy Storage Power Generation Water & Wastewater Manufacturing Oil & Gas Chemical Processing Building Automation Transportation
Our Name

Serafend

Seraph — the guardian of the throne. Defend — to protect what matters.

A seraph is the highest order of celestial being — the one entrusted to guard what is most sacred. Serafend was founded on a simple conviction: critical infrastructure deserves a guardian that doesn't just watch, but truly understands. One that learns your operation from the inside, earns its insight through experience, and remembers everything it has ever seen.

"Ready to understand what your operation is really telling you?"

Operational intelligence that starts with your data and grows with your team.

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