REALM AI LAB

The Disconnect: Current industrial practices are often constrained by traditional workflows, while academic breakthroughs often remain confined to theoretical vacuums.

The Lab serves as a State-of-the-Art Open-Access Digital Twin Repository. We provide a global platform where researchers can contribute and anyone can utilize high-fidelity models to predict material and structural properties.

REOS™ PLATFORM

The Need: High-fidelity structural simulation has historically been gated by complex scripting, leading to manual errors and fragmented workflows.

REOS™ is the professional gateway to the AI Lab’s intelligence. It seamlessly integrates open-access digital twins into a high-performance OpenSees environment, automating the transition from raw site data to parametric simulation.

EXPERT CONSULTANCY

The Impact: As global economies pivot from "Build New" to "Preserve Longer," the demand for mission-critical assessment is surging.

We apply our proprietary ecosystem to solve the most complex site realities—from seismic retrofitting to life-cycle risk management. Our consultancy provides the ground-truth that validates our digital twins.

THE RETROFITTING ECONOMY

Addressing "Remaining Service Life," Carbon Costs, and Automated Corrosion Updates.

REALMRISK ECOSYSTEM

SOLVES REALITY DEFINES GAPS FUELS ENGINE
REOS
Software
Expert
Consultancy
REALM
AI Lab
Our Engine Circular
Evolution

At the intersection of Industry and Academia, REALMRISK operates as a closed-loop intelligence ecosystem. By integrating AI-Driven Research, High-Fidelity Simulation, and Expert Consultancy, we are on a mission to advance the global standards of infrastructure resilience through a uniquely versatile and futuristic platform.

Leadership

Tajul Islam
Tajul Islam Founder and Lead Software Architect

"We at REALMRISK are pioneering the 'Computational Intelligence' to power next-gen infrastructure resilience."

Dr. Advisor Chief Scientific Advisor

"Ensuring our physics models meet rigorous academic and industry standards."

Advisory Board Governance & Strategy

"Industry veterans guiding RealmRisk towards scalable and compliant solutions."

Collaborate

Join Our Team
Website infrastructure is still evolving. Core engines for 'REOS™' and 'REALM AI Lab' are live Now.          ///          We are NOW accepting requests for Beta Access of REOS.

Engineering the Future of
Structural Simulations and Infrastructure Resilience

Bridging the gap between Industry and Academia through Next-Gen OpenSees Workflow Automation, AI-Driven Insights, and Expert Consultancy.

Flagship Platform

REOS™ Software

The Professional Gateway to OpenSees.

REOS™ provides a sophisticated graphical layer for high-fidelity structural simulation, automating complex workflows for researchers and industry experts.

  • Story-Based Modeling: Streamlined assembly of complex non-linear structures.
  • Simulation with Ease: Unified analytical orchestration of the OpenSees framework.
  • Seismic Risk Assessment: IDA and MSA handling days' tasks in minutes.
  • Smart Calibration: Physics-informed material calibration with extreme precision.
  • Seismic Retrofitting: Integrated assessment tools.
  • Sustainability Suite: Life cycle assessment.
  • AI Plugins: Integrate Validated AI models through API.
  • Robust Post-processing: Fiber-level result investigation and animated response mapping.
Discover REOS Ecosystem
REOS Structural Modeling Interface
R&D ENGINE

REALM AI Lab

Where Physics Meets Artificial Intelligence.

  • Physics-Informed AI: Embedding physical laws into Deep Learning via OpenSees.
  • Smart Vision Pipeline: Autonomous CNN-based damage detection and quantification.
  • Open-Access Repository: Global ecosystem for deploying validated structural AI models.
  • REOS Interoperability: API Gateway for seamless cloud-to-client Digital Twin updates.
  • Impact Challenge: A global initiative to benchmark and reward structural AI innovation.
Explore the Lab

Expert Consultancy

For mission-critical infrastructure that demands more than code compliance.

PBSD Assessment

Performance-Based Seismic Design ensuring survivability beyond elastic limits.

Retrofit Strategy

Optimizing strengthening techniques for aging infrastructure.

Peer Review

Independent verification of complex nonlinear models for regulatory approval.