How a non-destructive testing specialist can use AI, task by task

I work as a non-destructive testing specialist. Part of my job is to identify defects in solid materials, using ultrasonic testing techniques.

Context: The work draws on physics, engineering and technology and building and construction.
Material or structure: [concrete, soil, steel, asphalt]
Specification: [strengths, tolerances, standard numbers]

List the tests that apply, how many samples and when, pass/fail criteria, and a results log. Flag tests that must be done by a certified lab.

I work as a non-destructive testing specialist. Part of my job is to visually examine materials, structures, or components for signs of corrosion, metal fatigue, cracks, or other flaws, using tools and equipment such as endoscopes, closed-circuit television systems, and fiber optics.

Context: The work draws on physics, engineering and technology and building and construction.
Product: [map, electronic product, assembly]
Requirements: [specs]

Make a final inspection checklist with common flaws. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

I work as a non-destructive testing specialist. Part of my job is to examine structures or vehicles such as aircraft, trains, nuclear reactors, bridges, dams, and pipelines, using non-destructive testing techniques.

Context: The work draws on physics, engineering and technology and building and construction.
System: [describe]
Standards: [specs]

Make an inspection checklist and findings report. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

I work as a non-destructive testing specialist. Part of my job is to supervise or direct the work of non-destructive testing trainees or staff.

Context: The work draws on physics, engineering and technology and building and construction.
Team: [engineers, specialists, subcontractors]
Issue or goal: [quality, schedule, coordination]

Help me prepare: the key message in 2 sentences, what good looks like, how people might react and how I'll respond, and one thing I'll check next week.

I work as a non-destructive testing specialist. Part of my job is to make radiographic images to detect flaws in objects while leaving objects intact.

Context: The work draws on physics, engineering and technology and building and construction.
Property: [force, size, composition]
Instrument: [microscope, tester]

Write a measurement protocol with calibration and error checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

I work as a non-destructive testing specialist. Part of my job is to conduct liquid penetrant tests to locate surface cracks by coating objects with fluorescent dyes, cleaning excess penetrant, and applying developer.

Context: The work draws on physics, engineering and technology and building and construction.
System: [describe]
Requirements: [performance targets]

Draft a test plan with conditions, measurements and pass criteria. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

I work as a non-destructive testing specialist. Part of my job is to produce images of objects on film, using radiographic techniques.

Context: The work draws on physics, engineering and technology and building and construction.
Property: [force, size, composition]
Instrument: [microscope, tester]

Write a measurement protocol with calibration and error checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

I work as a non-destructive testing specialist. Part of my job is to map the presence of imperfections within objects, using sonic measurements.

Context: The work draws on physics, engineering and technology and building and construction.
Property: [force, size, composition]
Instrument: [microscope, tester]

Write a measurement protocol with calibration and error checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

I work as a non-destructive testing specialist. Part of my job is to evaluate material properties, using radio astronomy, voltage and amperage measurement, or rheometric flow measurement.

Context: The work draws on physics, engineering and technology and building and construction.
Property: [force, size, composition]
Instrument: [microscope, tester]

Write a measurement protocol with calibration and error checks. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

I work as a non-destructive testing specialist. Part of my job is to identify defects in concrete or other building materials, using thermal or infrared testing.

Context: The work draws on physics, engineering and technology and building and construction.
Material or structure: [concrete, soil, steel, asphalt]
Specification: [strengths, tolerances, standard numbers]

List the tests that apply, how many samples and when, pass/fail criteria, and a results log. Flag tests that must be done by a certified lab.