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R&D Projects

We treat R&D as the first step of a product that will reach the field, not as a showcase. Some of the topics below have become products, others are still at the research stage — what they share is that the problem came from a real organisation.

R&D Project

Distributed Threat Intelligence over Blockchain

A warning network where organisations share threat indicators without a central authority, in an immutable and verifiable form. Who shared what and when stays on-chain; the sharing party can stay anonymous if it chooses.

BlockchainThreat IntelligenceDistributed Systems

R&D Project

Behaviour-Based Endpoint Detection and Response

An endpoint agent that watches process behaviour instead of hunting signatures, and can isolate a device from the network in one click when it catches a suspicious chain. Telemetry stays inside the organisation.

Endpoint SecurityBehaviour AnalyticsIncident Response

R&D Project

AI-Assisted Email Security Gateway

A gateway that adds language-model-based intent assessment on top of sender reputation and content analysis, aiming to catch spear phishing and executive impersonation that rule sets miss.

Email SecurityPhishing DetectionLanguage Models

R&D Project

Lightweight Firewall for IoT and OT Networks

A passive firewall for production and field networks that cannot tolerate downtime: it learns a device's normal behaviour and writes its own rules, light enough for constrained hardware.

IoT & OTAnomaly DetectionNetwork Security

R&D Project

Malware Detection from Traffic Rendered as Images

Research that converts the binary content of network traffic into greyscale images and classifies them with a convolutional network, to recognise packed or encrypted malware by pattern.

Machine LearningComputer VisionMalware Analysis

R&D Project

Machine Learning for Clinical Decision Support

A support system that produces a risk score from laboratory results and patient history and shows the reasoning behind it. It does not replace the clinician; it surfaces the cases that deserve attention and explains why.

Health InformaticsExplainable AIDecision Support

R&D Project

Post-Quantum Cryptography Migration Tool

A tool that scans certificates, keys and cipher configurations across the network and produces a migration priority list for post-quantum algorithms, making long-lived data visible against "harvest now, decrypt later" attacks.

CryptographyPost-QuantumInventory

R&D Project

Joint Model Training with Federated Learning

Infrastructure that lets several organisations train a shared model without ever exchanging data. Raw records never leave the premises; only model updates are aggregated, within a privacy budget.

Federated LearningData PrivacyCollaboration

R&D Project

Language-Model Assistant for the SOC

An assistant that reads the alert queue, groups similar events, gathers context from past records and hands the analyst a ready incident summary. The decision stays with the analyst; every step is logged and every finding cites its source.

SOCLanguage ModelsEvent Correlation

Shall we work together on a similar R&D project?

Tell us the idea; we will work out its feasibility together.