By Greg Allan, tradesman and creator of Data First Coaching
Why does a quote that looks profitable still lose money by the time it is cut, welded and installed?
Many fabrication quotes are built on a material cost and a labour rate that looked right on the drawing board, but the real return on a job for structural steel, a balustrade or a gate only shows up once every cutting, folding, welding, powder coat and site install hour is actually counted. The gap between the quoted margin and what actually lands in the bank often starts in stages nobody tracks.
A structural steel job might price well on paper, yet the hours spent redrawing shop drawings after an engineer's change, the offcuts left on the workshop floor from a laser cut nesting error, or the days a gate sits waiting on powder coat before it can go to site install, never show up in the original quote. Each of those is a cost the business absorbed without ever billing for it.
The same happens on aluminium and stainless work that needs a different weld process or a different finish. A welder moving between a structural steel order and a fiddly stainless balustrade loses time in the changeover, and that time is paid but not billed. On paper the gross profit margin might look solid. In the bank account, it often is not.
What makes a fabricator too busy to look at their own numbers, and why does that cost the most?
Most fabricators running the workshop, quoting the next job and chasing certification paperwork for an engineer tell themselves they will look at the numbers once things quieten down. They rarely do. The owners who say they are too busy to understand their own pricing and job costing are usually the ones losing the most margin, because the jobs that quietly run at a loss keep getting quoted the same way.
A fabricator who spent the day cutting, folding and welding a gate order is not likely to sit down that night and work out whether last month's balustrade job actually made money once the powder coat delay and a re-cut for a design change are counted. The next quote gets built from memory of how the last similar job felt, not from what it actually returned.
What should a business coach actually change for a fabrication and welding business?
A coach worth paying for should change how you check your gross profit margin at the moment you quote a job, not as something your bookkeeper tells you after the fact. For a fabricator that means looking at blended labour and material cost across cutting, welding, powder coat and site install before the quote goes out, so the margin you see is the margin you actually get paid.
This is where AI agents, software that does an office job the way you would, with your prices, wording and rules, can take on the non-billable work such as chasing a powder coater for a lead time or updating a job cost sheet, so your pricing decisions are based on what is actually happening in the workshop, not what you remember. Checked this way, data first, pricing stops being a guess and starts being a decision built on your own job history.
What should you ask a coach before you hire them?
Before paying anyone to coach a fabrication business, ask whether they have run a trade business themselves, whether they start from your own quoting and job cost numbers rather than a workbook, and whether they fix the cause of a thin margin rather than handing you a script to defend your price. If the answer to any of those is no, keep looking.
Greg Allan, who built his own trade business before coaching tradies, argues a coach's first job is to find where a quote's margin actually breaks down, not to hand out general motivation.
- Have you run a trade business, and did it involve quoting and job costing
- Will you start from my own job and finance data, or from a generic template
- What happens when the fix is not obvious, do you dig for the root cause or hand out a worksheet
What are the warning signs of a coach who won't help a fabrication shop?
The warning signs are a coach who sells hard before asking a single question about your workshop, one who has never run a trade business and does not understand the difference between a laser cut sheet job and a bent balustrade order, and one whose advice would read the same for a plumber, a landscaper or a fabricator. If every answer is to hire someone else, that is not a fix, it is a cost.
- A sales pitch before any question about your jobs or your numbers
- No experience running a trade business of any kind
- The same program and worksheets regardless of what your data shows
Could AI agents take on some of the non-billable work in your fabrication business?
Yes. An AI agent is software that does a job the way you would, using your own prices, your own wording and your own rules, and for a fabricator that can mean chasing a galvaniser for a lead time, updating a shop drawing register or sending a follow up quote, all without you touching it. AI agents like this free your time for quoting, costing and the jobs that actually need your judgement.
Some off the shelf quoting or job management tools suit a smaller fabrication shop well enough, and your own data will show which ones earn their place. The difference with an agent built around your business is that it follows your pricing rules for structural steel versus stainless, your wording with builders and engineers, and your own process for chasing powder coat and galvanising lead times, instead of a generic workflow built for every trade at once.
How does Data First Coaching approach this?
Data First Coaching starts from the fabricator's own job and finance data through the Trade Business Intelligence, not from a conversation about how busy the workshop has been. It looks at which jobs, structural steel, balustrades, gates, actually returned a profit once every cutting, welding, powder coat and site install hour is counted, and works back to where the margin really started slipping. Greg Allan calls this “minimising non-billable time”, because that is what protects a fabricator's margin month to month. The how, the systems built around your own pricing and job costing, is worked through inside the Academy, with members, because the Trade Business Intelligence is powered by every member who is open minded, innovative and willing to share.

