Insights
Advice, thoughts and opinions on software, AI, industry and the work behind it.
The quote priced off last year's numbers is where your workshop leaks money
A workshop's margin doesn't vanish in one big mistake. It leaks through quotes priced off stale numbers, variations never captured and job history nobody can search. That's a systems problem, not a discipline one.
The spray record you can't find in March is worth more than any AI
You've got years of paddock history spread across apps, notebooks and a shoebox of dockets. The value isn't a clever model, it's making one record set searchable so the audit and the agronomy both get easier.
Your feedlot already keeps the records. AI just makes them earn their cost.
Most feedlot data gets entered because you're required to keep it, then never looked at again until an audit. The win is making those forced records tell a manager something before the weekly report.
SEO is more than keywords
A keyword report measures the easiest thing to measure. Getting found is mostly content, presence, reviews and keeping your own details true.
The variation you did on a handshake is the margin you gave away
The extra work you agreed to on site, the standby you copped waiting on access, the claim that got questioned: that's where civil margin leaks. Job systems exist to catch it while it's still recoverable.
In mining services, the record you keep is the product you sell
Your clients pay for the work and the proof of the work. When the proof is spread across field forms, drives and email, you tidy it up after every job and can't answer for it fast when it counts.
For a trucking company, the profit is hiding in small delays
A trucking company doesn't need to look like a tech company. The margin is bleeding out in small delays scattered across six systems that don't talk, and that's a data problem before it's an AI one.
In computer vision, a better light beats a better model
The model is the easy part. Whether a camera in a shed, a yard or a packing line can reliably see the thing is where these projects live or die, and it's a lighting problem more than an AI one.
Ask how you get your data out before you put any in
Every tool ties you to someone, and that's fine. Lock-in is the point where leaving costs so much you stop considering it. The exit questions are cheapest to ask while you're still a prospect.
The AI button in the corner is not the next generation of business apps
Most 'AI-powered' business apps grew a chat box because the market expected one. The useful ones put AI down inside the workflow, at the exact spots where the work currently grinds.
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