Fire Door Inspection Report: AI Drafting and What You Must Record

Yes, AI can draft the layout and wording of a fire door inspection report from your site notes, but it cannot inspect anything. The competent inspector still records each door's identity, measurements, condition findings, photographs and recommendations, then reviews the draft and signs it personally.

The risk is not bad grammar. It is a fluent report that quietly says "door passes" about a door nobody measured. So the useful question is where the boundary sits: which parts of a report are wording (AI is good at that) and which are evidence (AI has none). Draw that line field by field before any AI tool sees your notes, and the drafting step becomes both quick and defensible.

Follow me on Instagram@sagnikteaches

What a fire door report is for

A fire door is a certified assembly: leaf, frame, seals, hinges, closer, latch, glazing and signage tested together. The report is the record that someone competent looked at each assembly and compared what is on the wall with what the certification expects. It may be read by a building owner, a responsible person for the premises, an insurer, a fire risk assessor or an enforcement officer. Each of those readers treats it as evidence, so a vague report is worse than a short precise one.

Connect on LinkedInSagnik Bhattacharya

Two things follow. First, every statement has to trace to something the inspector saw or measured. Second, the report has to be usable by someone who was not on site, which means door references that match the drawings or the client's door schedule, not "second door on the left". Both are things AI can help you format and neither is something AI can supply.

Subscribe on YouTube@sagnikteaches

Fields that are evidence and fields that are wording

Before opening any AI tool, sort your template into two piles. The table below is a starting split for a typical survey report. There is no single report format that every scheme imposes: at least one large certification scheme for fire door inspectors leaves the template or software to each certified inspector, who works within the scheme's rules and submits sample reports for its annual quality checks. So the fields your report must carry come from your scheme's rules, your client's contract and the code of practice you inspect against. Check those before relying on any template, including this one.

Notice the pattern. AI touches the rows that are prose. Every row with a number, a label, a rating or a signature stays human. If your current template mixes the two in one box, split them first, because the split is what makes the AI step safe.

Notes to report on a 24-door communal block

Take a block with 24 fire doors across four floors: eight flat entrance doors, eight stair and corridor doors and eight riser and plant cupboard doors. The inspector spends about four hours on site, gauge in hand, dictating notes into a phone as she goes. By the car park she has a rough note per door. A typical raw note looks like this (illustrative):

FD-2/07 flat 14 entrance. 30 min plug present, faded. gaps head 3 hinge 3 latch 4 thresh 9. 2 of 3 hinge screws missing top hinge. smoke seal torn bottom 40cm. closer ok closes fully. ~ fail

Written up by hand, 24 notes like that become a report in roughly two to three hours: typing, tidying, numbering photos, building a summary table. That is the part AI shortens. A realistic target is to bring the writing step to 30 to 45 minutes including the review, so a five-hour job rather than seven. Those times are illustrative, and any saving depends entirely on how clean your notes are.

Here is a prompt that keeps the AI in its lane:

You are formatting a fire door inspection report for the named inspector to review.
Use ONLY the notes below. Do not add, infer or soften any finding.
For each door produce: Door reference | Location | Rating | Certification label | Gaps (head / hinge / latch / threshold, mm) | Findings in plain English | Rating: PASS, FAIL or ADVISORY exactly as the inspector wrote it | Photo numbers.
If a field is not in the notes, write NOT RECORDED. Never guess a measurement.
Then list the doors marked FAIL in one table, and give counts that I will check.
Do not state compliance with any standard. Notes:
[paste notes]

The output for the note above might come back as (illustrative):

FD-2/07 | Flat 14 entrance | 30 min | Plug present, faded | 3 / 3 / 4 / 9 | Two of the three screws are missing from the top hinge. The smoke seal is torn along roughly 40 cm at the bottom of the leaf. The self-closer closes the door fully. | FAIL | Photos: NOT RECORDED

Now the review. The inspector checks the draft against the note and finds three things worth catching. The AI wrote "bottom of the leaf" when her note said only "bottom"; she keeps it because she knows it was the leaf, but a careful reader should notice the AI resolved an ambiguity on its own. The threshold gap of 9 mm is recorded faithfully, but the draft did not flag it. Whether it is a defect depends on the certified specification for that door, which the AI does not have, so she adds her own comment. And "Photos: NOT RECORDED" is exactly right, because she forgot to log photo numbers, so she goes back and adds them. That is the system working: the draft exposed a gap in her notes instead of papering over it.

Setting up the workflow in five steps

1. Fix a door-reference scheme before you arrive. Use the client's door schedule or drawing numbers. If none exists, create references such as FD-floor/number and mark them on the survey plan. AI cannot reconcile two numbering systems for you.
2. Capture notes in a consistent order. Reference, rating plug, four gaps, seals, hinges, closer, latch, glazing, signage, verdict. A note in the same order every time lets the prompt rely on position instead of guessing.
3. Number photos as you go. Photo 1 is the door overall, then close-ups. Say the photo number in the note. The AI writes captions from the note, so it can only caption what you named.
4. Run the notes through a locked prompt. Save the prompt above in a text file and reuse it unchanged. Changing wording between jobs changes behaviour in ways you will not notice.
5. Review against the notes, then sign. Read every row, tick each against your own note, recompute totals, then add the limitations and your declaration. Only then export.

If you run several inspectors, the same flow helps consistency. A short house-style prompt makes two inspectors' reports read alike, which clients notice. For managing visits across sites, see AI job scheduling and dispatch for trades and field service teams.

Five details inspectors forget to record

Most weak reports are weak in the same places. These are the omissions that make a report hard to defend later, and none is a writing problem.

Access not gained

If a flat was locked or a riser cupboard could not be opened, write it down with the door reference and date. A report that silently lists 22 doors out of 24 invites the question of what happened to the other two. A line such as "FD-3/04 and FD-3/05: no access on the day" is a limitation, not a failure. AI will not add this unless you note it, so make it a habit to dictate it at the time.

The line matters more than it looks. Where fire safety rules for taller residential blocks apply, the person responsible for the building may have to check communal fire doors at least every three months and flat entrance doors at least once a year on a best-endeavours basis, and keep a record of those checks, including attempts where access was refused. Those routine checks are visual and are often done by trained building staff; a certified inspector's survey goes further. Say in the report which kind of inspection it was and date every no-access entry, because the client may need it as evidence. Which rules apply depends on the building and where it is, so ask the client's responsible person rather than assuming.

Doors that have no label

An unlabelled door is not automatically unsafe, but you cannot confirm its rating by eye. Record "no certification label or plug found" plainly and recommend what the client should do to establish the door's identity. Avoid wording that implies the door is rated. If you ask AI to "make this sound reassuring", it may smooth this over, which is one reason the prompt above forbids softening.

Mixed components

A common finding is a rated door fitted with an unrated closer, hinge or seal, or a glazing panel that does not match the rest. The note must say what was found, ideally with the component's markings, and why it matters: the certification covers the tested assembly, so substituted parts can undermine it. Let AI turn "hinge unmarked, two other hinges CE marked" into a readable sentence, but you decide whether it is a defect.

Repairs done on the day

If you tighten a screw or reseat a seal during the visit, say so, with the before and after condition. Otherwise the report shows a defect that no longer exists, or hides one that was fixed without record. Keep a separate line for "rectified during inspection".

The scope and standard you inspected against

State what the inspection covered: visual only, with gap gauge, no removal of components, no intrusive checks. Name the code of practice or guidance you inspected against with its edition, and the certification evidence you compared each door with, such as the manufacturer's data for that door set. Confirm the current edition with your scheme, because codes of practice are revised, and an AI tool may confidently quote an out-of-date one. Leave that line to the inspector.

Where AI helps most: summaries and priorities

The second prompt turns the finished table into a client summary. This is where AI saves time without much risk, because the facts are already fixed in the table.

From the table below, write a one-page summary for a building manager with no technical background.
Structure: (1) what was inspected, (2) how many doors need action and the three most common faults, (3) a short list of the doors to fix first with the reason, (4) what the inspector could not inspect.
Use only the table. Do not state that the building complies with anything. Under 250 words. Table:
[paste table]

A sample output (illustrative) for the 24-door block: "Twenty-four doors were inspected on one visit; two could not be opened. Nine doors need action. The most frequent faults are damaged smoke seals (five doors), missing hinge screws (three doors) and gaps outside the range the inspector recorded for the door type (four doors). Doors FD-2/07 and FD-4/02 are listed first because the damage is on the closing edge..." The inspector must check each count against her table. In practice the counts are where AI slips: it may say nine when the table has ten, or double-count a door with two faults. That one minute of checking matters.

Priority wording is the other place AI helps. Provide your own priority scale, for example "immediate (within 7 days), soon (within 30 days), planned (next maintenance cycle)", and let the AI apply it only to the ratings you assigned. If you do not state the scale, the AI invents one that sounds authoritative and the client may treat it as a deadline you never set.

Four ways a smooth draft misleads the reader

A few failures worth knowing before they happen to you.

The helpful gap. Notes said "gaps ok". The AI wrote "gaps within tolerance at all edges". Nobody measured. The fix: make the prompt reject non-numeric gap notes and return NOT RECORDED, and train yourself to dictate four numbers or nothing.

The merged doors. Two flat doors with near-identical notes were merged into one row because the references were mistyped. The report showed 23 doors for a block with 24. Cross-check the row count with your door schedule every time.

The photo that does not match. A caption generated from the note said "torn smoke seal" next to a photo of the hinge. The caption followed the note; the photo number was off by one. Review photos beside captions, not captions alone.

The confident closing line. A draft ended with "This door set is compliant with current requirements." No one asked for that sentence. Add "do not state compliance" to the prompt and search the final document for the word "compliant" before sending.

All four are caught by the same habit: review against the original notes and the door schedule, not against how the draft reads. Smooth prose lowers your guard, which is the real hazard of drafting tools in inspection work. The same principle applies to other signed records, such as the boiler installation checklist and handover photos, where the AI sorts and the engineer signs.

A smaller job: a childcare nursery with eleven doors

The same method scales down. Picture a single-storey childcare nursery with eleven doors: two classroom pairs, a kitchen, a boiler room, a store and the corridor set. The inspector's notes are short, and the report is mostly a table. Here the value of AI is the covering letter and the plain-English fault list for a manager who is not technical. A before and after makes the difference clear (illustrative).

Before, from the notes: "kitchen door, closer weak, doesn't latch when released slowly, 2 gaps over". After, from the AI draft the inspector then edits: "The kitchen door does not always latch when it closes slowly. This suggests the closer needs adjusting or replacing. Two of the four gaps were recorded outside the range the inspector noted for this door type. Please arrange for a competent person to adjust the closer and re-check the gaps within 30 days." The inspector adds the gap values and the priority herself, and deletes "competent person" in favour of her firm's own wording. The manager gets a page she can act on, and the inspector keeps authorship of every judgement in it.

For a site this size the whole write-up should take about twenty minutes, which is the figure to test against. If it takes longer, your notes are probably missing fields and the AI is asking you to supply them.

Resident details and door photos in AI tools

Site notes can include flat numbers, names, access arrangements and photographs of residents' hallways. Before pasting any of it into an AI tool, check three things on your own plan: whether inputs are used to train models, how long they are retained, and whether you can restrict sharing. Business or team plans usually offer stronger terms than free consumer apps, but the terms differ by vendor and change, so read the current page. If a client's contract restricts where data may go, follow the contract. A simple safeguard is to use door references in your notes rather than occupant names, so the text you paste holds no personal data. For a broader check on vendors, read what to check in an AI vendor's data processing agreement.

Keeping reports consistent across a firm

If you employ two or three inspectors, build a shared prompt file and a shared template. Review a sample of reports each month, not for grammar but for the evidence fields: are all four gaps present, are NOT RECORDED values being fixed before issue, are limitations stated. Track one number: the share of reports returned by a client with a query. If drafting is working, that figure should fall, because the reports are clearer. If it rises, check whether people are signing without reviewing.

A short written rule helps: "No report leaves the building until the named inspector has compared the draft with the notes and photo log." Put it in your procedures and your terms. It sets an expectation clients can rely on and shows insurers that AI use is controlled. For firms that also run alarm and extinguisher servicing, fire protection software for inspection reports and reminders covers the wider scheduling side, and what stays with you when AI helps write a fire risk assessment shows how door findings sit within a premises assessment.

Checking that the draft is safe to send

Use this last-pass list on every report:

• Door count in the report equals the door schedule, plus a listed reason for any door missing.
• Every gap value matches a number in your notes; none is a range you did not record.
• Every PASS, FAIL or ADVISORY is the rating you wrote, with no softened substitutes.
• Photo numbers and captions line up when you open the images.
• The word "compliant" and phrases like "meets requirements" are absent unless the inspector deliberately chose them.
• Limitations state what was not inspected, the method, and the standard or scheme guidance version.
• Your name, competence reference and signature are on it, applied by you after review.

Spend the time saved on the first four items. A fire door report is useful because someone competent stood in front of each door; AI shortens the writing and leaves that part exactly where it was. If you would like to map this with someone, that is the kind of job my AI implementation consultation covers, and you can reach me through the contact page.

Questions inspectors ask about AI and fire door reports

Can I paste photos of doors into an AI tool?

You can, but only upload what the tool's data terms allow, and strip anything that shows residents or security details. A photo helps the AI describe a visible fault, but it cannot measure a gap or confirm a certification label is genuine. You still record those yourself on site.

Should the report say AI was used?

Say so if your client contract, scheme rules or insurer ask. Many inspectors state in the terms that wording was assisted by software and that the named inspector reviewed and takes responsibility for every finding. That keeps ownership of the report clear.

Can AI decide whether a door passes or fails?

No. A pass, fail or advisory is an inspector's judgement against the door's certified specification and the standard your scheme uses. AI can sort your notes into those headings, but it has not seen the door, so it must never assign the rating.

How do I stop the AI inventing findings?

Give it only your notes, tell it to leave a field as NOT RECORDED when the notes are silent, and compare the draft to your notes line by line. Any sentence you cannot trace back to a note comes out before the report is issued.

Further reads

• Emergency Lighting Certificate With AI: Test Log to Signed Paperwork — Another fire safety record: test log to signed certificate.
• Can AI Design a Fire Alarm System? What an Installer Must Still Do — Another fire safety task where AI helps but a competent person signs.
• Structural Engineer Inspection Report: Photos and Notes to a Draft With AI — Notes and photos to a draft report in another inspection trade.
• AI Software for Architectural Drawings: Notes, Schedules and Sheet Checks — Checking drawing schedules that list fire-rated doors.
• AI Home Inspection Software: What It Writes, Who Signs and What It Costs — Another inspection report where AI writes and a person signs.
• Electrical Contractor AI: Setting Up Permit and Inspection Tracking — Tracking inspections and sign-offs across jobs.
• EICR Report Cover Note Template: Plain English With AI — A cover note template for landlords, plus a prompt that explains an EICR in plain English without re-coding or softening a single finding.
• Mould Inspection Report Template: Findings, Photos and Limits With AI — A report skeleton, photo-caption prompts and a limitations paragraph for mould inspectors, with AI drafting and you checking every statement.
• AI Tools and AI Development: The Complete 2026 Guide — the AI hub, including every tutorial in the AI-for-business series.

Sources: published fire door guidance for residential buildings (check frequencies and record keeping) and a fire door inspector certification scheme's FAQ and inspector pages, read 1 November 2026; inspection checklists from software vendors. Check your own scheme's rules and your AI vendor's data terms.