AI readiness assessment for engineering consultancies
Every calculation package and design report leaves with a professional's name on it. Find out where AI is already involved before it does.
A calculation package goes out the door with an engineer's name, a registration number and a statement that the design is fit for purpose. Somewhere upstream, a graduate wrote some of the supporting text, a script produced some of the numbers, and a tool tidied the report. All of that is normal. Knowing which parts involved AI, and who checked them, is the new part.
This AI readiness assessment for engineering consultancies is a short survey completed by everyone in the firm on their phone, in about eight minutes: principals, project engineers, drafters, estimators and administrators. The owner receives a branded report with six scored areas, a register of the tools really used, and a 30/60/90 day roadmap. Individuals stay private. You receive findings that can be read in an afternoon, with next steps in plain language.
Where AI shows up in engineering consultancies
Calculations, scripts and spreadsheets
Engineers have always built their own spreadsheets and macros. Worth finding out who may asks an AI tool to write scripts, convert units or check a derivation, and how the result is verified before it ends up in a design basis report. None of this is unusual or wrong in itself. The question is whether the checking step is the same as it was for a hand-built tool.
Specifications, design reports and standards
Specification clauses and clause-by-clause responses to standards are time-consuming to write. Ask whether anyone drafts or summarises these with AI, and whether the person understands which edition of the standard applies, because a plausible answer can still be the wrong one. Clause-level accuracy and edition control are exactly where a fluent but incorrect draft can slip past a busy reviewer.
Tenders, EOIs and capability statements
Bid teams reuse past proposals heavily. Find out if anyone feeds earlier tender material, which may contain client names, rates or project details, into an AI tool to produce the next one, and who approves what is submitted. Reused bid content often carries more detail than people realise, including rates, names and site specifics. Worth checking before the next bid goes out.
RFIs, site notes and meeting minutes
Site engineers photograph defects, dictate notes and chase answers from contractors. Ask which phone apps and transcription tools are used on site, where images and recordings end up, and whether any of it touches a client's secured facility. Site tools are often personal-phone apps, so they sit outside the firm's usual software review. That is a quick question to ask.
What puts engineering consultancies at risk
Client confidentiality and project security
Design information for utilities, defence, transport and industrial clients can be commercially sensitive or restricted by contract. Uploading drawings, models or reports to a general-purpose tool may breach confidentiality terms or security conditions. The survey shows how likely that is in your firm. Some contracts prohibit sending project information to third parties at all, which a casual tool choice can breach without anyone noticing.
Professional responsibility for the output
Chartered or registered engineers remain responsible for the work issued under their name. AI-assisted design content needs the same checking and independent review as anything else. Principals should know where it enters the workflow and whether the existing review step is actually applied. A named reviewer, a record of the check and a clear line on what was tool-assisted make that responsibility easier to carry.
Insurer and contract questions
Professional indemnity insurers, and sometimes clients through contract schedules and prequalification forms, ask about quality systems and technology controls. A tool register and a controls checklist help you answer without scrambling, and show where policy and practice differ. Being able to describe your controls from evidence makes prequalification smoother and renewals less stressful. It is an honest starting point.
What each role's answers show
- Principals and directorsTheir answers on policy, insurance, client commitments and appetite for new tools show where leadership expectations and project reality differ. It also shows whether the firm's policy intent matches what project teams do under deadline.
- Senior and project engineersDescribe design, checking and review practices across disciplines. It shows where verification is solid and where it depends on one careful person.
- Graduate and intermediate engineersExplain the calculation, report writing and research tasks they do daily and the help they use. They often know the practical workarounds first.
- CAD and drafting techniciansDescribe drawing production, model management and the software features they rely on. The survey learns how files move and where AI features are switched on.
- Business manager or bids coordinatorCovers tendering, subscriptions, licences, devices and onboarding. This fills in the systems, data and governance sections.
Everyone completes the same core survey. The job titles you choose in setup decide how people are grouped and how the results read.
Questions your report answers
- Which AI tools are engineers, drafters and bid staff using on project work, and which clients' information is likely to be passing through them?
- Where do AI-generated calculations, text or code reach issued documents, and who independently checks them?
- How many hours a week go on repetitive report formatting, tender rewriting and minutes that better-governed tools might reduce?
- What could the firm show a client or PI insurer today about AI controls on project data?
Engineers practise under professional frameworks that vary by state and country, including registration schemes in several Australian jurisdictions and, in New Zealand, Chartered Professional Engineer arrangements. Professional bodies such as Engineers Australia and Engineering New Zealand publish codes of ethics. Client contracts often add confidentiality, security and intellectual property terms, and privacy law applies to personal information held. Professional indemnity insurers set their own conditions. Check what applies to your firm. The report is not legal or insurance advice.
Questions from engineering consultancies
Do engineers need an AI policy?
Most consultancies benefit from one, mainly to settle which tools may be used with client data, what must be checked and who is accountable. The report shows actual use and gaps first, so the policy covers real tools and tasks rather than generic principles.
Can the survey tell us if AI-generated calculations are reaching issued drawings?
It shows where staff say they use AI in calculations, scripts, reports and specifications, and how checking works in their role. It does not examine individual projects, but it points you to where a closer review would be worthwhile. Treat it as a map of where to look.
Our clients include utilities and government. Does that change anything?
It raises the stakes on confidentiality and security terms in your contracts. The report helps you see whether staff are using tools those terms might not allow. Check your contracts and any security conditions with your own advisers. The survey sits alongside your quality system rather than replacing any part of it.
How long does it take staff?
About eight minutes on a phone. The survey is framed for staff as a short look at how work really gets done, and results are not used to decide who is needed in a role. It is a short phone survey, so most people finish between meetings.
What does it cost?
A$1,990 + GST once per organisation. You complete a short setup wizard and add staff emails, and the report arrives automatically when the survey closes. There is nothing for you to run. It is a one-off fee, not per head.
See how your business really works.
Ten minutes of setup. Your team answers on their phones. A report arrives when the survey closes.