Module 8: Multimodal and Field AI - Worked Examples

For this exercise, design and verify an AI-assisted civil-engineering workflow for Concrete Surface Observation from a Photo. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

For this exercise, design and verify an AI-assisted civil-engineering workflow for Reading a Chart from a Screenshot. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

For this exercise, design and verify an AI-assisted civil-engineering workflow for Drawing Note Extraction. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

For this exercise, design and verify an AI-assisted civil-engineering workflow for Comparing Before-and-After Site Photos. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

For this exercise, design and verify an AI-assisted civil-engineering workflow for Screening PPE Observations. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

For this exercise, design and verify an AI-assisted civil-engineering workflow for Plan-Sheet Consistency Screening. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

For this exercise, design and verify an AI-assisted civil-engineering workflow for Field Video or Live Camera Guidance. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

For this exercise, design and verify an AI-assisted civil-engineering workflow for Image Evidence Register. State the relevant evidence, assumptions, tool or method boundaries, expected output, and the independent check or human approval required before consequential use.

Design a live field-inspection workflow that can guide the inspector and capture observable evidence without turning uncalibrated imagery or model confidence into an engineering measurement or disposition.