# The Automation Accelerant Policy that raises the cost of employing a person moves the date a job gets automated, while technology alone decides whether it happens at all. The machine's side of the ledger falls year after year, the person's side is pushed up by mandate and by money creation, so the crossover date keeps arriving earlier. Why the café owner installing the screens is reading a ledger, and why the machine was never the harm. - Date: 2026-07-15 - Canonical: https://thenaturalstate.org/essays/the-automation-accelerant/ --- Policy that pushes up wages and costs speeds automation beyond its natural pace. Technology sets whether the job gets automated, and its price falls year after year. A vote can slow that locally for a while, but it doesn't turn it round. What the policy changes is when. Anything that raises the cost of employing a person, wherever a machine can already do part of the job, pulls the automation date toward the present, sometimes by years. ## The mechanism first Nearly every automation decision inside a business is the same piece of arithmetic. One side of the ledger is the all-in cost of a person doing a task. That's the wage, plus the employer's National Insurance, pension contributions, cover for holidays and sickness, training, and staff turnover that the employer carries on top of it. The other side is a machine that can do some of the task. The machine's side falls year after year because hardware and software get cheaper with scale and competition. The person's side is where policy acts, through two doors. The direct door is mandated cost, and it arrives as a higher wage floor, an employer's National Insurance rise, new required benefits. The indirect door is the government and central bank expanding money and credit, which pushes up the café's rent, beans, and energy, and pushes staff to ask for more because their own rent and food cost more. Both doors raise the human side of the ledger. The machine never asks for a pay rise. So the crossover, the day the machine beats the person on cost, arrives earlier than it would have. The automation was always coming. The policy moves the date. ## The café Take a small independent café with three people on the morning shift, one on coffee, one on food, one on the till taking orders and payments. The till job pays somewhere near the wage floor, the least an employer may legally pay, call it £12.70 an hour. Add the employer's National Insurance and pension contribution and the true cost is closer to £15 an hour before holiday cover and training. At full-time hours that's roughly £30,000 a year to have a person taking orders. Rough numbers, but the shape is right. The alternative is a pair of self-order screens with card payment built in. A few thousand pounds up front and a modest monthly software fee, call it £5,000 in the first year and much less after. The screens work every opening hour and never call in sick. If they let the owner run each shift with one fewer person at the counter, the saving is around £400 a week, over £20,000 a year. That's the shift's counter hours going, not a whole post. The package pays for itself in about three months. Once the sums look like that, the owner is choosing between installing the screens and watching the café across the road install them first and serve the same flat white for 20p less. In the same café ten years back, the wage floor was around £7 and the all-in cost maybe £8.50 an hour. The screens cost several times more and did less, with clunky software and poor card integration. Payback was measured in years, so most owners didn't bother. Between then and now, both lines moved. Technology cut the machine's price, which was going to happen anyway. Policy raised the person's price, with the wage floor lifted by law year after year, the employer's National Insurance rise in April 2025 on top for every employer bar the very smallest, and the general rise in living costs pushing wage demands up across the board. Every one of those moves dragged the crossover date toward the present. The natural pace, by which I mean the date set by the technology alone under honest prices, might have put screens in that café around the end of the decade. The policy-loaded ledger put them in this year. Same destination, earlier train. ## Why the owner can't dodge it Some owners raise prices instead, and they lose custom. And the competitor who automates can hold prices down or improve service, which pulls the whole street to the new cost structure. Margins in hospitality are typically only a few pence in the pound once everything is paid, so a cost rise that can't be passed on has to be taken out of the way the work is done. Cruelty doesn't come into it. The owner is reading a ledger the whole street is reading too. ## What it looks like from the worker's side It rarely looks like a sacking on a Tuesday. It looks like fewer hours on the rota, the person who leaves not being replaced, one person running a counter that used to take two, and the next branch opening with a leaner staffing plan from day one. It also arrives in bursts, because owners tend to make the switch when a cost shock or a downturn forces the decision. That lag and lumpiness is my own reasoning from the mechanism, but it's why I'd be careful with studies that compare headcounts just before and after a wage rise and find nothing. The margin that moves first is hours and the staffing of the next site, and it moves with a delay. ## Why this matters for the thesis The wage floor rise is usually a response to pain the money system itself created. Living costs rise because money and credit are expanded to keep a debt-heavy system serviceable. Voters demand relief. The relief arrives as a mandated pay rise, which raises the ledger line that brings the machine's start date forward. And the raise itself is partly an illusion, because if prices rise faster than the pay number, the real wage is falling even as the payslip grows. Inflation is wage deflation viewed from the other side. So the person the policy meant to help gets the automation sooner and keeps less of the raise. Meanwhile the saving from the screens doesn't reach anyone as a coffee that costs less than it did. It comes off a price the café's other costs are pushing up at the same time, so the cup holds or gets dearer, and the expanding money absorbs the gain. The gain ends up with whoever is closest to the new money and the assets it lifts. In a system with neutral money, money nobody can expand, the same screens arrive years later, on the date the technology alone would have set, and their saving lands where it belongs, in the price of the coffee, so the people whose counter hours go face a falling cost of living instead of a rising one while they find the next thing. The harm is the pairing of the work going sooner than it had to with a rising cost of living, and that pairing is a money-system choice. ## Four arguments against the timing claim "Automation happens regardless." True, and I concede it fully. Technology sets the direction, and the destination was already fixed. What policy changes is the timing. Where it raises the cost of employing a person and rivals are free to undercut, it pulls the date in and automation runs beyond its natural pace. "Higher wages give workers more to spend, which protects jobs." There's a short-run demand effect, but the standing incentive it plants is to remove labour, and firms act on the incentive that stays in place, not on the one-off boost. "Policy doesn't speed automation everywhere." Where the state shields a firm from competition or subsidises the old process, it does the opposite and keeps manual roles alive past their natural end. Policy bends the pace away from natural in both directions. It accelerates automation where it raises labour costs in open competition, and it slows automation where it blocks competition. "A wage rise only bites like this when the substitute is actually on the shelf." When the wage floor was new, a rise in it mostly meant higher prices, because there was no kiosk to buy. Today the kiosk, the self-checkout, and increasingly the AI that does office work are sitting in a catalogue with next-day delivery, which is why the wage-to-automation link is tighter now than it was ten years ago.