// Mechanical insulation contractors · Repair lists
Plant insulation survey reports, from a technician's notes and photos to a repair list for your estimator.
A technician walks the steam and condensate lines, the tanks and the exchangers, and comes back with notes and photos. A free AI proof of concept drafts a repair list from copies of 20 to 30 walk-throughs you already wrote up: line or equipment tag, location, length or area, condition found, access needs, and the entries with missing measurements or tags. Your reviewer, the estimator who prices your plant work and knows it best, compares each draft with the list your team produced.
- Walk-throughs already written up
- 20 to 30
- Materials judged by AI
- None
- Plants contacted
- None
// The one job
A walk through the plant becomes a list someone can price
Insulation in a plant fails a section at a time, and no drawing shows where. Someone walks it with a flashlight, a phone and a notebook, writing down what the line is, where it runs, how much is bad, what's wrong with it, and what it will take to reach. Back at the office, your estimator turns those notes and photos into a repair list the plant can act on.
In the test, AI reads copies of the same notes and photos and drafts the repair list: one row per entry, with line or equipment tag, location, length or area, condition found and access needs, in the technician's own words. A second list holds entries with a missing measurement, a tag nobody can match, or a photo with no note. Nothing is priced, nothing reaches the plant, and your estimator reviews every line.
and checked
// What makes it hard
Field notes are honest, short and full of gaps
The tag is the first thing to go missing. Industrial projects that follow Process Industry Practices' INEG1000, Insulation Design and Type Codes, record why a line is insulated with codes for heat conservation, process stability, personnel protection, freeze protection, cold conservation and condensation prevention: HC, PS, PP, PF, CC and CP. That code becomes part of the line code on the piping and instrument diagrams. On a pipe rack a technician may note only a jacket color or a bay number. The draft keeps what was written, matches it against the plant's line list if you send one, and lists every entry it cannot tie to a tag.
Length is the measurement surveys lose. Insulation Outlook's 2008 account of Department of Energy steam assessments has field crews recording pipe lengths and locations, sizes, and insulation types and condition into a site spreadsheet, and says operators often couldn't state the length of their principal lines. Condensate lines often carried more bare footage than steam, and valves, sensors and elbows were often partly or wholly bare, with removable blankets never put back. DOE's Steam Tip Sheet #2 reads a survey the same way, as feet of bare line by diameter and pressure. If a note gives a rough length or a joint count, the draft shows it and says it wasn't measured.
Condition has its own words. The National Insulation Association's 2025 inspection checklist names fish mouthing at jacket seams, loose or missing securements, sagging, joints that look like they're opening, hot spots, ice on cold lines, and stained ceiling tile or wet floors below. An earlier Insulation Outlook piece points to jackets split at supports where a saddle is missing, and the Center for Chemical Process Safety lists people stepping on insulated pipe as a common cause of jacket failure. The draft keeps the technician's own term rather than assigning a grade, so your estimator sees exactly what was written.
What sits around the pipe changes the entry. DOE's Steam Tip Sheet #17 says removable pads are common on flanges, valves, expansion joints, heat exchangers, pumps, turbines and tanks, held by wire through grommets or straps with buckles, and that inverted bucket traps take snap-on covers while thermostatic and disk traps follow the maker's directions. Sheet #2 names leaking valves, external pipe leaks, tube leaks and leaks from adjacent equipment as causes of wet insulation, and says to stop the moisture before reinsulating. A wet section under a leaking flange needs more than a length. The draft carries access needs as written, such as lift, ladder, rack, permit or shutdown, and marks any entry where a leak is noted.
Two things stay out of the draft. OSHA's asbestos rules, 29 CFR 1910.1001 and 1926.1101, define thermal system insulation as asbestos-containing material on pipes, fittings, boilers, breeching, tanks and ducts, and presume it in buildings constructed no later than 1980 unless shown otherwise. Building and facility owners determine where it is, and on construction work an employer that finds it tells the owner and other employers there within 24 hours. DOE's tip sheet says to check for asbestos before removing any existing insulation. Corrosion under insulation is the plant's call too: it happens most often between 10 and 350 degrees F or in cycling service, and insulation hides it from view. The draft marks old or unknown material and corrosion notes for your estimator and decides nothing, and this page is not legal or safety advice. Your reviewer will check first the tags, the lengths marked as unmeasured, every asbestos marker, and entries with no access noted.
// What you send
Surveys your technicians already wrote up
20 to 30 finished walk-throughs
Field notes and photos from plant surveys, with the repair lists or proposals that came out of them. Mix steam, condensate, chilled water and equipment, and include a messy one.
The plant's own references
Line lists, equipment lists, piping and instrument diagrams or unit numbering the plant shared with you, so tags can be matched. If you have none, the draft works from the notes alone.
How your estimators write it up
Your condition terms, how you band lengths and areas, how you note scaffold, lift, permit or shutdown needs, and what makes an entry ready to price.
NDA first, photos checked
The NDA is signed before a photo moves. Plants often restrict images, so check your agreement with each one and leave out anything it wouldn't allow. A plant that says no gets look-alikes, built with your reviewer. Your estimating and job cost systems stay closed to us throughout.
// Before it starts
Agreed before any note leaves the office
The owner settles these first, since what counts as a complete entry decides most of the scoring.
- Your reviewer
- Named by the owner, usually the estimator who prices plant repair work
- Success criteria
- In writing: what a complete entry needs and what counts as a missed tag
- Condition terms
- Your words, from your past reports, never a grade from the AI
- Suspect materials
- Marked for your estimator and a licensed inspector
- Price
- A range for the live job, given up front
- NDA
- Signed ahead of any note or photo
// How it's judged
Each draft beside the list your team sent
| On the same 20 to 30 walk-throughs | Your team's repair list | The AI draft |
|---|---|---|
| Line or equipment tag on each entry | Filled in from your surveys | Filled in from your surveys |
| Location, in terms your crew would recognize | Filled in from your surveys | Filled in from your surveys |
| Length or area, and whether it was measured | Filled in from your surveys | Filled in from your surveys |
| Condition found, in the technician's words | Filled in from your surveys | Filled in from your surveys |
| Access needs carried across | Filled in from your surveys | Filled in from your surveys |
| Entries with missing measurements or tags | Filled in from your surveys | Filled in from your surveys |
| Entries marked for asbestos review | Filled in from your surveys | Filled in from your surveys |
// After a yes
A month or so of new walk-throughs
After your reviewer's yes, new plant surveys go through the same job for about 30 days.
Your estimator approves every list before a plant sees it, and technicians keep walking and writing as they do now.
The live job's price is fixed before you sign. Anything after it gets its own price, and monthly support starts once something is running.
// Possible next jobs
After survey reports, if you want more
- 01Next
Removable cover lists
Valves, flanges and traps picked out of a survey, with the sizes and notes a fabricator needs, for your estimator to confirm.
- 02Then
Repair proposals
An approved list drafted into a proposal on your usual terms, for your estimator to price and send.
- 03After that
Year-over-year survey comparisons
This year's notes set against last year's list, tag by tag, showing what was fixed and what came back.
// One hard limit
It records what was seen. It never calls a material asbestos or safe.
The draft works from copies of what your technician wrote and photographed, and an estimator checks every survey. It stays clear of your estimating and job cost systems and any live bid, and it never decides a code thickness, a substitute, or anything about asbestos. Anything suspect goes to a licensed inspector before anyone disturbs it. No legal, safety or engineering advice is given, and certified payroll stays out.
Priced per job. You get a range before the proof of concept and a fixed price before you sign.
Rob sets the range on the call from how many plant walk-throughs your team writes up in a year and how many plants' tag systems they work with.
// Questions
Survey questions from insulation estimators
Our technicians' notes are rough. Does that matter?
Will it tell us whether something is asbestos?
Can it take a length from a photo?
Does it estimate heat loss or energy savings?
Does it rank which repairs come first?

Rob Eason, founder
// Book a proof of concept call
Bring one plant's walk-through and the list it became.
Thirty minutes with Rob about your company, your role, the plants you survey and how many walk-throughs your technicians write up in a year. Notes and photos stay with you until the NDA is signed.
- Co-owned a 60-employee financial services firm and sold his share to his partner.
- Ran GOSO Technologies, a Boston solar company rated 5/5 across 24 Google reviews.
- 5/5 across 83 reviews in HighLevel's Certified Admin Directory.
- 4.3/5 from 6 Google reviews of Massmarket AI.
- Every directory and Google review, critical ones included, is shown word for word at massmarket.ai/reviews.
- Takes every proof-of-concept call himself.
