saf.ai, Inc. · Delaware · Founded 2018

Data that
defends
itself.

Resiliate is the first AI-enhanced self-defending filesystem. Built on US Patent 12,045,224 (Cybernetic Engrams®), it transforms data blocks into neural networks that self-verify, self-heal, and roll back under ransomware attack in under 100 milliseconds. Not detection. Prevention at the data layer.

Acquisition enquiry Technical overview

Traction

HTTP req/hr · F5 Networks
~1B
Policy enforcement
<100ms
Ransomware rollback
<0.1s
Lines of production code
1M+

US Patent 12,045,224 · Issued 2024 · CA 3,127,068 pending · EP 3915060 in progress

Methods For Self-Aware, Self-Healing, And Self-Defending Data

Cybernetic Engrams® — a novel class of data structures that encode themselves as neural network weights, enabling active self-verification, self-healing under corruption, and autonomous defense against ransomware and tampering. No prior art. Granted in the US; international filings active.

Five layers of orchestrated defense.

SoDAC
Unix permissions layer · <0.05s
SoDynTBAC
ML-based trust scoring · <0.1s
SoNFSv4ACL
Enterprise NFS integration · <5ms
SoBibaMIC
Data integrity control · <0.01s
SoBLPMAC
Military-grade MAC · <0.1s

Compliance ready

Built in Rust — 26 crates, 42 git submodules, 1M+ lines of production code. Deployment target: NDA-covered production deployment at F5 Networks processing ~1 billion HTTP requests per hour.

A national security asset.
Available for acquisition.

Resiliate is the world's only prevention-layer ransomware defense — operating at the data block, below the OS, below the network. US Patent 12,045,224. Deployed in production. Available now.

The moat

Thirty years of R&D.
No prior art. No competitors.

Cybernetic Engrams® — a novel class of data structures with no prior art — took three decades to build. US Patent 12,045,224 granted 2024. Canadian and European filings active. This cannot be reverse-engineered. It can only be acquired.

The threat

Critical infrastructure
is under attack.

Ransomware targeting US government, defence, and critical infrastructure is accelerating. Every existing solution operates above the data layer — responding after the attack begins. Resiliate operates below the OS, at the data block itself. Prevention, not detection.

What transfers

Deployment-ready.
Structured to mission.

Deployment-ready capability, full US patent rights, and transition support structured to mission requirements. DoD IL4/IL5 compliance-ready. FedRAMP, CMMC, and NIST 800-53 aligned. Licensing scope and source availability negotiated under NDA.

Enquire

Acquisition discussions
are confidential.

All enquiries conducted under NDA. Contact us to receive a full capability briefing and information memorandum.

Request briefing

30 years of inevitability.

  1. Remedium Security Systems — first kernel-level Unix/Linux daemon self-defense system (Exorcist). The origin of the self-defending data concept.
  2. CWID 2009 Blue Ribbon — DoD Red Team's first-ever failed breach attempt in a cross-domain scenario. SINET 2010 Innovator Award — National Press Club, Washington DC.
  3. saf.ai, Inc. founded — Resiliate development begins. Cybernetic Engrams® concept formalized. Named in honour of Safdar Masud.
  4. Patent priority date — US provisional filed January 21, 2019. International filing strategy initiated.
  5. F5 Networks production deployment — Resiliate Cybernetic Engrams® deployed under NDA for real-time anomaly detection processing ~1 billion HTTP requests per hour.
  6. US Patent 12,045,224 granted — international filings active (CA, EP). Active acquisition discussions underway.

Let's talk.

Acquisition enquiries, partnership discussions, or technical due diligence.

ahmed.masud@linux.com (613) 879-6913 LinkedIn — sāf.ai, Inc. ahmed-masud.github.io saf.ai — canonical domain (renewal pending)