Web, AI, automation, APIs, cybersecurity defence, authorised testing, operations, and consulting.
A security-first technology lab
Security-First Web, AI & Automation Systems
GT Research Lab builds secure digital platforms, AI-powered workflows, and cybersecurity-focused systems for businesses that need reliable technology with strong technical foundations.
Founded by Shihab Sahoriar in London.
Cybersecurity • AI Systems • Secure Web Platforms • Automation • Applied Research
Official Identity
GT Research Lab, built as a focused security-first technology company.
01
Secure platforms
02
AI-assisted workflows
03
Cybersecurity hardening
04
Applied research
Zero Trust AI, AI firewall, forensics, monitoring, and knowledge systems.
Built from a cybersecurity and digital forensics background.
What We Build
Secure systems for practical business work.
Core Service 01
Web Development & Digital Platforms
Modern websites, web apps, dashboards, portals, booking systems, and digital platforms built with strong UX and secure foundations.
Core Service 02
AI Systems & Intelligent Automation
AI chatbots, document processing, lead workflows, reporting systems, research assistants, and controlled AI features for business teams.
Core Service 03
Business Automation & Workflow Systems
CRM flows, approvals, notifications, task tracking, reporting, data movement, and workflow systems that reduce repeated manual work.
Core Service 04
API Development, Integrations & Middleware
Secure APIs, backend services, third-party integrations, payment flows, AI gateways, automation middleware, and business data connectors.
Core Service 05
Defensive Cybersecurity & Hardening
Defensive security review for web apps, APIs, authentication, access control, deployment, data exposure, admin areas, and operational risk.
Core Service 06
Authorised Pentesting & Vulnerability Assessment
Authorised vulnerability assessment and pentesting support for web apps, APIs, access control, configuration, and deployment risks.
Core Service 07
Cybersecurity Operations, Monitoring & Incident Readiness
Monitoring concepts, alert dashboards, audit trails, incident readiness, forensics thinking, and security workflow improvement for growing teams.
Core Service 08
Research, Product Strategy & Technical Consulting
Architecture advice, proof-of-concepts, AI security planning, cybersecurity documentation, product strategy, and research-backed technical direction.
System View
One company layer for design, automation, and security control.
Digital Platform Layer
- Websites and apps
- Portals and dashboards
- Secure deployment
AI & Automation Layer
- Document handling
- Lead workflows
- Business reporting
API & Integration Layer
- Backend APIs
- Third-party tools
- Webhook workflows
Cybersecurity Layer
- Hardening
- Authorised testing
- Monitoring readiness
Systems With Control
Designed to look sharp, run clearly, and reduce avoidable technical risk.
Every project starts with the system behind the screen: data flow, access, deployment, automation, security-sensitive paths, and the business process it needs to support.
Explore servicesWhy GT Research Lab
Software engineering with cybersecurity thinking.
GT Research Lab combines software engineering, cybersecurity thinking, and applied research to build systems that are not only functional, but also structured, secure, and maintainable.
Security-first development
Research-backed system design
Practical business focus
Clear technical delivery
Research Evidence
Real technical direction behind the company story.
Adaptive Zero Trust AI Gateway
Research into prompt inspection, explainable risk decisions, output filtering, adaptive trust, and audit trails for safer AI model access.
AI Firewall / API Interceptor
Experimental API gateway patterns for routing AI traffic through authentication, policy enforcement, request checks, provider control, and structured logs.
MemScope Forensic Correlation
Prototype work around memory artefact analysis, Volatility3 outputs, suspicious activity correlation, and clearer investigation interfaces.
SOC Monitoring Interface
Interface concepts for alerts, attack timelines, model posture events, risk signals, and Zero Trust decision visibility.
Selected Work
Client systems, research work, and internal prototypes.
Technical Stack
Modern web, API, data, deployment, and security tooling.
Python
Core language
FastAPI
Backend APIs
React
Interface systems
TypeScript
Typed frontend
PostgreSQL
Data storage
Docker
Deployment
Volatility3
Memory forensics
NIST Zero Trust
Security model
Linux
Infrastructure
Version Control
Structured code history
Research-Led Delivery
Built like a lab, delivered like a serious technology partner.
GT Research Lab brings applied research into client work so websites, automations, AI workflows, and cybersecurity reviews feel structured from the first decision.
Visit the LabHow We Work
Clear stages, careful delivery, maintainable systems.
01
Understand
Clarify business needs, users, risk areas, data flows, and delivery constraints.
02
Design
Shape the system architecture, user flow, security model, and practical implementation plan.
03
Build
Develop the platform, automation workflow, or research prototype with structured technical delivery.
04
Harden
Review security-sensitive paths, deployment, access controls, documentation, and operational reliability.
Start a Project