Every high-stakes sport made this transition. Heavy industry is next.
Five sports. Five governing bodies. No coordination. One conclusion: when expert judgment meets video evidence, the record changes. Here is the proof, and what it means for a mine site.
One industry put video evidence behind its expert judgment calls.
Major League Baseball umpires are certified professionals with decades of experience, making one binary decision thousands of times a day. In 2025 their record was accepted as given. In 2026 it became testable in 14 seconds. Here is the year either side of it.
2025 was the most accurate season this profession has ever recorded. Peak measured performance, zero accountability, roughly 26,500 wrong decisions standing as final. Participants were removed from the field for arguing. The calls did not change.
What the data showed
Three findings that transfer directly to a mine site.
225 / 430
Players corrected their own number
Self-reported data corrected itself
225 of 430 players revised their own height downward in one off-season — once the number carried consequences. No policy written. Nobody disciplined.
14s
From dispute to binding ruling
Resolution in 14 seconds
In 2025, an argument ended without a ruling. In 2026, a player taps his helmet and video re-judges the call in 14 seconds. The ruling is binding.
31%
Drop in ejections
Ejections down 31%
110 of 174 ejections in 2025 came from arguing ball-and-strike calls. In 2026, ejections fell to 5.0 per 100 games, from 7.2. The argument moved from the field to the record.
The parallel
What baseball proved. What it means underground.
Self-reported figures drifted upward for as long as nothing depended on them, then corrected within one off-season once they did.
Pre-start inspections, ground support records, shift tallies, contractor hours and claimed metreage are all self-reported and all uncontested.
Complete measurement with no mechanism to act produced zero corrections across 26,500 known errors.
Cameras are already on site. Footage already exists. Almost no decision changes as a result.
Experts were correct on roughly half of contested decisions, despite 94% accuracy overall.
Variation claims, insurance disputes, regulatory inquiries and inquests all draw from the marginal population, where expert accuracy collapses.
The most experienced practitioners were reversed most often.
Decades underground without an objective feedback loop produce conviction. Site experience does not substitute for a verified record.
Resolution in 14 seconds, against no mechanism at all.
Evidence retrieved a week later changes nothing. Evidence available at the moment of dispute changes the decision.
Every high-stakes sport on earth already made this transition. Heavy industry carries higher consequences, weaker records and no review mechanism at all. Stratos closes that gap.
Book a demoThe convergence
Every officiating environment reached the same answer independently.
Each system answers one contested question with video and sensor evidence, in seconds, and the ruling binds. Heavy industry is the last domain without a system, and it carries the highest consequences of any of them.
| Domain | System | The question it settles | Effect | Live since |
|---|---|---|---|---|
| Baseball | ABS challenge | Was the pitch inside the box | 53.1%of contested calls reversed | 2026 |
| Football | VAR | Goal, penalty, red card, offside | 82→94%correct key decisions, Premier League | 2018 |
| Tennis | Electronic line calling | Was the ball in | 300→0line judges at Wimbledon | 2020 |
| Cricket | DRS | Was the batter out | 25–30%of reviews overturn the call | 2009 |
| Heavy industry | Stratos | Is the work order active or delayed | 22%of unreported delays recovered | Now |
Each system answers one contested question, binds, and resolves inside the window where the answer still changes behaviour. None of them reverted. Heavy industry is the last domain without a system — and the consequences are measured in lives, licences and hundreds of millions of dollars, rather than in points on a scoreboard.