Amby for Manufacturing

When the machine stops, everything downstream stops with it.

Aerospace, defense and general industrials. Built for shops where one machine going down moves a delivery date.

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The problem in manufacturing

The workforce that knows your machines is retiring.

1.9M

manufacturing jobs could go unfilled by 2033, half the 3.8 million the US needs

Deloitte and The Manufacturing Institute, 2024

28%

of skilled operators are 55 or older. Under 12% are below 25

US Bureau of Labor Statistics, 2025

49→81

minutes. The rise in average mean time to repair

Siemens and Plant Services

24.5%

of a floor worker's day is actually productive

Plant Services

What it costs

Every hour that machine is not running, you are paying for it.

3–8%

of annual revenue lost to machine under-utilization. A $100M business loses $3M to $8M a year.

Siemens, True Cost of Downtime 2024

$250K+

per hour of downtime at the top end. Tens of thousands even at the low end.

ABB and Sapio, 2023

$1.4T

lost annually across the Fortune 500 to unplanned downtime.

Siemens, 2024

On your floor

Four problems, on every machine you own.

A new hire cannot run the part

Setup knowledge for a specific fixture, program and tooling lives with the person who wrote it.

The PM gets signed anyway

Bulk sign-off means a month of autonomous maintenance can be closed in one click, with nothing behind it.

The alarm code means nothing

A 120 low pressure alarm mid-PM, and the person who would know is on another shift.

The audit is a scramble

Proving a procedure was followed six months ago means finding paper, or finding out that you cannot prove it at all.

See how Amby handles all four →

Proof

Working on real floors, today.

Amby is deployed with a global aerospace and defense company, running against real machines, real parts and real shift patterns.

Start with one cell. One machine family, one customer part, one shift pattern. Send us your users, your manuals and your machine list, and you can be up in 48 hours.