Infrastructure Lifecycle Evolved.

Built on an LLM-powered multimodal platform, Aagento ingests diverse data streams—documents, images, sensor feeds—to deliver intelligent solutions across Planning, Monitoring, and Maintenance for linear infrastructure.

Explore Modules

01 / Planning & DPR

Smart Planning & DPR Platform

Data-Driven Intelligence for Pre-Feasibility and Technical Design.

Built on our LLM-based multimodal platform, Aagento automates the transition from concept to "bankable" project reports. The system ingests satellite imagery, survey data, and regulatory documents to generate comprehensive feasibility studies with embedded compliance checks.

For Railway Projects, generate Detailed Project Reports (DPR) that automatically satisfy all mandatory regulatory chapters. For Highways, our AI embeds the latest IRC and MoRTH codes, ensuring real-time compliance auditing across all design parameters.

Key Service Capabilities

  • 01.1

    Automated DPR Report Generation

  • 01.2

    Code-Embedded Design (Railway & Highway Standards)

  • 01.3

    Rapid Pre-Feasibility ROI

02 / Construction & PMC

Smart Construction Monitoring

LLM-Based Construction Monitoring & Digital PMC.

Our LLM-based PMC module transforms construction sites into intelligent, self-monitoring environments. The AI agent processes site photos, voice notes, and progress reports to automatically assess compliance, flag deviations, and generate real-time project health dashboards.

Field engineers capture multimodal data—images, measurements, observations—that the LLM interprets against design specifications. The system identifies bottlenecks, predicts delays, and provides actionable recommendations to keep projects on schedule and within budget.

03 / Maintenance & Asset Health

Smart Maintenance & Inspection

LLM-Powered Inspection & Predictive Maintenance.

Our LLM-based Inspection Module revolutionizes asset health monitoring. The AI ingests inspection photos, sensor data, and historical records to automatically detect defects, classify severity, and predict remaining service life with engineering-grade accuracy.

The multimodal platform processes drone imagery, LiDAR scans, and field observations to build living digital twins of infrastructure. Predictive alerts enable proactive intervention before critical failure, optimizing maintenance budgets across the asset lifecycle.

LLM Inspection Capabilities

  • 03.1

    Multimodal Defect Detection (Image, LiDAR, Sensor)

  • 03.2

    LLM-Generated Inspection Reports & Recommendations

  • 03.3

    Predictive Lifecycle & Failure Analysis

Deep Domain Expertise

Specialized solutions for the two core sectors of linear infrastructure.

Railways & Rapid Transit

Standards: RDSO & IRPWM

Deep vertical expertise in rail engineering covering the entire railway infrastructure lifecycle.

  • Track-linking schedules and yard optimization
  • OHE (Overhead Equipment) installation monitoring
  • S&T (Signaling and Telecommunication) audits
  • Bridge scour analysis and maintenance planning

Highways & Expressways

Standards: IRC & MoRTH

Ensuring every layer of the pavement crust meets design specifications with precision.

  • Earthwork quantity audits and validation
  • Bituminous layer compliance monitoring
  • Geometric validation and safety audits
  • Life-cycle cost analysis and optimization

Engineering with Reasoning

Aagento was founded at the intersection of civil engineering and AI research. We address the industry-wide problem of disconnected data and manual parsing.

Our mission is to ensure that engineering manuals are no longer static references but are embedded in the code of the project. Whether analyzing a site supervisor's voice note or a 3D LiDAR point cloud, Aagento's agents reason through the engineering implications to ensure safety, budgetary control, and execution speed.

Technical Compliance Statement

All Aagento platform outputs and agentic reasoning are validated against:

  • • Research Designs and Standards Organisation (RDSO)
  • • Indian Railways Permanent Way Manual (IRPWM)
  • • Indian Roads Congress (IRC)
  • • Ministry of Road Transport and Highways (MoRTH) Section Specifications

Ready to Transform Your Infrastructure Projects?

Connect with our team to see how Aagento can bring AI-powered intelligence to your railway and highway projects.