AI for your industry / Professional services
AI for engineering consultancies: structural, M&E, civil and planning
Engineering consultancies gain most from AI on the documents around design: bids and fee proposals, design reports, specifications, planning statements and meeting actions. Calculations and design decisions stay with chartered engineers.
Start with bids. They decide revenue, follow a pattern and draw on past content, so AI drafting from your own library pays back quickly.
8,535 UK firms in engineering and technical consultancy have 5 to 249 staff, out of 60,045 in total. Source: ONS, UK business: activity, size and location 2026.
Where AI pays back first
More revenue
Respond to more bids and frameworks with the same team, and send sharper fee proposals faster.
Lower costs
Reduce unbilled time on reports and specifications that repeat across similar projects.
Time back
Free engineers from minutes, RFI logs and report formatting so they spend more time on design.
Jobs worth looking at
| Job | How it often runs now | Where AI can help | What a person still checks |
|---|---|---|---|
| Bids and fee proposals | Staff search old bids and rewrite answers for each tender. | Draft answers from a library of past bids, CVs and project sheets. | A director sets the fee and checks claims and named staff. |
| Design and calculation reports | Engineers write narrative around calculations by hand. | Draft the report narrative from calculation outputs and design notes. | The engineer checks every value and design assumption. |
| Specifications | Specs are adapted from past projects line by line. | Draft specification clauses from project type and system choices. | The engineer confirms standards and products. |
| RFIs and site queries | Queries arrive by email and are logged by hand. | Log queries, find related drawings and draft responses. | The engineer approves the technical answer. |
| Planning statements | Consultants read local plans and write statements from scratch. | Summarise relevant policies and draft the statement structure. | The planner checks policy references and the case. |
Firms use Tekla, Revit, AutoCAD, IES and Civil 3D, with project tools such as Deltek or Synergy. AI is arriving inside these tools. ChatGPT, Claude or Copilot business accounts help with bids and reports.
Different firms, different starting points
Structural engineers
Calculation reports and site inspections. AI helps with narrative and inspection write-ups, never the design checks.
M&E and building services engineers
Specifications and O&M content are heavy. AI drafts clauses and summaries from system data.
Civil engineers
Drainage strategies, flood risk and transport reports. AI helps assemble reports from survey data and policy.
Planning consultants
Policy research and statements. AI summarises local plans and drafts structures.
Worked example
A forty-person consultancy that bids smarter
A structural and civil consultancy answers about 20 bids a quarter and wins five. Each bid pulls a senior engineer off design work for two days.
The bid team builds a library of approved answers, CVs and project sheets. AI drafts each response from the library and the tender questions.
A director reviews every bid and sets the price. The team tracks hours per bid and the win rate over two quarters.
Illustrative example with made-up details.
Try a practical task
Find your first job to fix
Paste this into a business AI account. Fill in the brackets. It asks you questions first, then suggests one job to test.
Try this in your AI app
ChatGPT
Claude
Gemini
CodexUsing Gemini? The button copies the prompt. Paste it into the new chat.
You are an adviser to a UK engineering consultancy. Ask me one question at a time.
Ask about our disciplines [structural, M&E, civil, planning], team size, how many bids we write and which reports take the most unbilled time.
Suggest three AI uses ranked by revenue, cost and time. For each, name the engineer check and what client data the tool may see.
Finish with a test plan for bids or reports, with hours saved and win rate as measures.
Rules that shape the work
The Engineering Council's ethical principles, set with the Royal Academy of Engineering, make clear that engineers stay accountable for their work and decisions, whatever tools support them.
Read the source: Engineering Council: ethical principles
The Building Safety Act raises the bar on competence and record keeping for higher-risk buildings. AI-drafted records must still be accurate and traceable.
Read the source: GOV.UK: Building Safety Act
Shadow AI
Engineers may use free tools to check codes or draft reports. Approve one assistant and make clear that design checks never rely on AI output alone.
Keeping data safe
Use business or enterprise AI accounts with model training turned off and a data processing agreement signed. Client drawings and site data may carry confidentiality terms in your appointment, so check contracts before uploading them.
A relevant public story
Proposal writing: from 10 hours to 45 minutes a week.
An earlier Remote Humans client cut weekly proposal preparation from 10 hours to 45 minutes, with reports pulled together across systems. Bids and fee proposals in a consultancy follow the same pattern.
What each leader should do first
Managing director
Start with bids and fee proposals. Approve one tool and set rules for client drawings.
Associate or project lead
Use AI for reports, minutes and RFIs, with a checklist that every value is verified.
Finance director
Track utilisation and write-offs before and after, so you can see whether AI frees billable time.
Questions owners ask
Can AI do structural calculations?
Some tools assist with calculations, but a chartered engineer must check every design decision. Most firms use AI for the reports and admin around calculations.
How is AI used in civil engineering?
Common uses include drafting reports, reading survey data, summarising planning policy and managing project documents.
Will AI replace engineers?
AI takes on drafting and searching. Design judgement, safety and professional responsibility stay with engineers.
Can AI help with bids and tenders?
Yes. AI drafts answers from your past bids, CVs and project sheets. A director should check every claim and set the price.