Masarrati
Innovation Lab

Where Ideas Become
Breakthrough Products

Our R&D division explores the frontiers of AI, cybersecurity, blockchain, and cloud engineering — turning experimental concepts into production-grade solutions.

6

Active Research Tracks

4

Running Experiments

3

Published Papers

2

In Production

Research Areas

What We're Building

Six focused research tracks driving innovation across our core verticals.

Active Research

Generative AI & LLMs

Fine-tuning large language models for domain-specific use cases — from legal document analysis to medical report generation. We build RAG pipelines, AI agents, and multi-modal systems.

LLM Fine-tuningRAG PipelinesAI AgentsMulti-modal AI
In Production

Zero-Trust Security Architecture

Designing next-generation security frameworks that assume no implicit trust. Our XDR platform Hawkeye already leverages these principles — now we're pushing the boundaries further.

Zero-TrustXDRSIEMThreat Intelligence
Prototype

Sharia-Compliant DeFi

Building decentralized finance protocols that comply with Islamic finance principles. Profit-sharing smart contracts, Murabaha lending pools, and Zakat automation on-chain.

HyperledgerSmart ContractsDeFiIslamic Finance
Active Research

Edge AI & IoT Intelligence

Deploying ML models at the edge for real-time inference — industrial quality inspection, smart city analytics, and predictive maintenance without cloud latency.

TensorFlow LiteONNXIoTReal-time ML
Early Stage

Quantum-Ready Cryptography

Preparing enterprise systems for the post-quantum era. We're implementing lattice-based and hash-based signature schemes to future-proof critical infrastructure.

Post-QuantumLattice CryptoNIST StandardsPKI Migration
In Production

AI-Powered Diagnostics

Computer vision models for medical imaging — X-ray anomaly detection, pathology slide analysis, and radiology report auto-generation with 98%+ accuracy benchmarks.

Computer VisionDICOMPyTorchFDA Compliance
Experiments

Currently in the Lab

Active experiments being incubated — from proof-of-concept to pilot deployment.

Voice-to-Code Agent

Natural language to production-ready code using fine-tuned LLMs with AST validation.

65% complete

Autonomous Pen-Testing Bot

AI agent that discovers, classifies, and reports vulnerabilities across network perimeters.

40% complete

Federated Learning for Healthcare

Train diagnostic models across hospitals without sharing patient data.

55% complete

On-Chain KYC/AML Engine

Decentralized identity verification meeting FATF travel rule requirements.

75% complete

Knowledge Sharing

Publications & Papers

Insights from our research shared with the broader engineering community.

Partner With Our Lab

Have a complex technical challenge? We collaborate with forward-thinking companies on joint R&D initiatives. Let's explore what's possible together.