Services

Services

This practice provides specialized engineering services for infrastructure assessment, monitoring, and decision support, with a focus on concrete and built assets.
Services combine engineering judgment, non-destructive evaluation methods, and AI-based analysis to support transparent, repeatable, and actionable infrastructure decisions.

1. Infrastructure Condition Assessment

Baseline evaluation of concrete and building surfaces to identify and classify defects and support maintenance prioritization.

Scope includes:

• Image-based inspection of concrete and structural surfaces
  
  

• Automated crack detection and classification
  
  

• Severity scoring and priority ranking
  
  

• Baseline condition documentation
  
  

Typical outcomes:

• Clear understanding of current asset condition
  
  

• Identification of critical and high-priority defects
  
  

• Decision-ready technical reports
  
  

2. AI-Based Crack Detection & Analysis

Application of AI models to support scalable and consistent crack detection using standard image data.

Scope includes:

• Image preprocessing and quality assessment
  
  

• Automated crack identification
  
  

• Quantitative severity indicators
  
  

• Engineering interpretation of AI outputs
  
  

Typical outcomes:

• Reduced subjectivity in inspections
  
  

• Consistent damage identification across assets
  
  

• Practical use of AI without black-box decisions
  
  

3. Damage Evolution Monitoring

Monitoring of defect progression, stability, or improvement across multiple inspection cycles.

Scope includes:

• Comparison of inspection cycles
  
  

• Severity change tracking
  
  

• Priority migration analysis
  
  

• Monitoring frequency recommendations
  
  

Typical outcomes:

• Evidence-based maintenance planning
  
  

• Early detection of deterioration trends
  
  

• Support for long-term asset management
  
  

4. Repair Verification & Post-Repair Assessment

Verification of repair effectiveness using before–after evidence and consistent assessment criteria.

Scope includes:

• Post-repair inspection and documentation
  
  

• Severity reduction assessment
  
  

• Repair effectiveness verification
  
  

• Updated monitoring recommendations
  
  

Typical outcomes:

• Objective confirmation of repair performance
  
  

• Reduced uncertainty in acceptance decisions
  
  

• Traceable documentation for stakeholders
  
  

5. Decision Support & Technical Reporting

Transformation of inspection and analysis results into clear, engineering-relevant documentation.

Scope includes:

• Structured technical reports
  
  

• Severity and priority frameworks
  
  

• Repair recommendation support
  
  

• Monitoring and follow-up strategies
  
  

Typical outcomes:

• Transparent decision-making
  
  

• Clear communication with stakeholders
  
  

• Reports suitable for technical and non-technical audiences
  
  

6. Research & Applied Engineering Support

Support for research-driven or pilot projects requiring advanced analysis and validation workflows.

Scope includes:

• Methodology development
  
  

• Computational and numerical analysis
  
  

• Validation of non-destructive assessment methods
  
  

• Collaboration with academic or professional partners
  
  

Typical outcomes:

• Robust and reproducible workflows
  
  

• Integration of research and practice
  
  

• High technical credibility
  
  

Free Engineering Support

A limited set of non-binding free services is available to help clarify project needs before full engagement.

• Free initial consultation
  
  

• Sample image-based assessment
  
  

• Methodology recommendation
  
  

👉 See the Free Engineering Support page for details.

Service Philosophy

All services are delivered with an emphasis on:

• Engineering rigor and accountability
  
  

• Transparent methods and assumptions
  
  

• Practical applicability in real inspection contexts
  
  

• Clear separation between analysis support and final engineering responsibility