One Poorly Managed Incident, and the Profit’s Gone. AI Won’t Save You.

Picture a site superintendent turning up to a major US jobsite at 3am. Not to start work. To get through the paperwork so the day can actually begin. That’s the image Simon Elliott keeps coming back to. He’s the CEO of Breadcrumb (previously 1Breadcrumb), the Australian safety platform now used by more than a million workers globally, and he reckons that 3am paper chase is where a huge chunk of the industry’s hidden cost quietly hides.

There’s a harder number behind it. As Elliott puts it, every general contractor is one poorly managed incident away from wiping out the entire profit on a project. Margins sit low enough that a single serious event, plus the litigation, insurance and rework that trail it, can swallow a job whole. Safety here isn’t a soft topic. It’s a commercial one, and the people signing budgets know it.

What makes this conversation worth your time is where Elliott points next. While most of the noise in safety tech is about cameras, computer vision and AI catching near misses, he argues the industry isn’t ready for any of that yet. First you have to digitize the basics. That’s the missing layer between a clipboard and a clever algorithm, and it’s the part nobody puts on a conference stage.

Watch the full conversation with Simon Elliott on the Bricks & Bytes podcast:

Why the basics come before the robots

The tech industry has an impatience problem

Walk any safety tech trade show and the first thing you see is cameras: computer vision spotting a missing hard hat, AI flagging a near miss before it becomes an incident. Elliott loves that technology, and Breadcrumb wants to play in it. But he’s clear a lot of the industry isn’t there yet, and pretending otherwise sets everyone up to fail.

His point is that the workflows already on site, the inductions, pre-task plans, job hazard analyses and permits, weren’t invented to slow workers down. They exist to keep people alive. The trouble is they’ve been trapped on paper, treated as a box-ticking chore rather than the safety thinking they actually represent. Digitize that first, and you get the original benefit back instead of a clever camera bolted onto a broken process.

There’s a cultural read here too. The instinct across ConTech is to sprint, and you hear the same urgency from investors like a16z, who argue contractors have to adopt fast or get left behind. Elliott agrees with the destination, not the speed. This is still an industry built on skilled physical labor at scale, and will be for a long time. Win the crew’s trust, meet them where they are, and they’ll follow the breadcrumbs. Skip that, and you’re just the next vendor they tune out.

One poorly managed incident, and the profit’s gone

The hidden cost nobody puts on an invoice

Start with the obvious costs of getting safety wrong. Insurance premiums climb when a site racks up incidents. Legal fees and settlements stack up. Outside the US especially, a badly handled incident opens the door to litigation, and even inside the US you’re scrambling to pull together the paperwork after the fact. None of that is cheap, and in a skilled labor shortage, losing anyone on the crew to an avoidable injury is its own kind of expensive.

The cost Elliott cares about most is the one you never see on a statement. It’s that superintendent at 3am, head down, drowning in admin, with full accountability for the site but almost no real-time visibility into it. Tired people miss things. Missed things become rework. Rework, or worse, becomes the incident that wipes the profit. By the time you trace it back the trail’s gone cold, but the root cause was sitting in that pre-dawn pile of paper.

For anyone running a P&L, that’s the point. Fixing the boring admin layer isn’t a compliance nicety. It’s margin protection, and the difference between winning the next project and explaining to the board why this one lost money.

How compliance quietly became a productivity tool

What the US taught an Australian company

A few years back, Elliott was at Procore’s Groundbreak conference talking up digital safety when someone set him straight. In the States, the guy said, it’s safety third: first you get the job, then you make it profitable, and only then do you think about safety. He wasn’t being callous, just frustrated, because the regulatory teeth in Australia, the UK and Ireland aren’t there in the same way in the US. Elliott left half convinced there was no American market at all.

He was wrong, but for an interesting reason. The US taught Breadcrumb that safety and compliance are the result, and productivity is how you actually get there. Site managers didn’t get excited about another compliance tool. They got excited about visibility, a live roster of exactly who’s on site right now, the ability to message everyone at once, and seven minutes saved on every induction. The compliance came along for the ride.

The worker side seals it. Once someone finishes an induction, their details, tickets, next of kin and qualifications live in a profile that travels with them, a kind of digital wallet. Next site, they’re in the fast lane instead of refilling last week’s forms. In Canberra, where 15 of the main commercial contractors run the same platform, that passport effect has become its own ecosystem. Brinkmann Constructors, the employee-owned national GC ranked 73rd on ENR’s Top 400, saw the same in the US: instant change in week one, and within six months, workers carrying credentials from job to job.

Why the data is the real prize

Garbage in, garbage out still applies

Here’s where the basics and the AI hype finally meet. AI can handle messy data, Elliott says, but quality still decides the output. Trusted, structured data captured at the point of work is the foundation everything else gets built on, and he openly questions how useful the data is that older systems hoovered up without much rigor. Over a million workers have trusted Breadcrumb with theirs, and he’s careful to call it their data, not his.

That foundation only matters if it connects to everything else. The average contractor now runs around eleven separate apps, and as we covered in the contractor running on the same software as the CIA, most of them don’t talk to each other without expensive custom plumbing. Breadcrumb’s answer is to integrate tightly rather than try to be everything: a deep tie-in with Procore, links to Autodesk’s ACC, support for regional players like HandsHQ, and open APIs on top. Elliott’s advice to customers is almost cheeky, push your vendors to integrate properly or go find one who will. He’ll happily have that pointed back at him.

The longer game is becoming a trusted layer inside a GC’s wider AI strategy, feeding point-of-work data into MCP servers and data grids alongside other sources. Less flashy than a humanoid robot, but it holds up. As Elliott half-jokes, the dream is a humanoid on a jobsite in ten years using Breadcrumb to file its own safety paperwork. The boring layer, all the way down.

Related Articles
Fight Night: should you sort out your data before using AI?
The world’s biggest VC takes on construction
The contractor running on the same software as the CIA