# Writing: page 2 | AutoSpark

> Plain, practical writing on putting AI to work inside an operating business: where it genuinely helps, what it costs, and how to tell before you spend a rand.

Source: https://autospark.ai/articles/page/2

Practical writing for owners and operators. Where AI genuinely helps, where it does not, what the work actually costs, and how to tell the difference before you spend a rand.

## Page 2 of 11 (128 articles in total)

- [The inventory turns and ageing nobody in a fashion e-commerce brand is watching](https://autospark.ai/articles/the-inventory-turns-and-ageing-nobody-in-a-fashion-e-commerce-brand-is-watching) (2026-09-20)
  Your fashion e-commerce brand is probably sitting on $50,000 to $200,000 worth of dead stock right now, and nobody is tracking which items are aging out of...
- [Why quoted-versus-actual job cost and the figure you trust disagree in a pest control business](https://autospark.ai/articles/why-quoted-versus-actual-job-cost-and-the-figure-you-trust-disagree-in-a-pest-control-business) (2026-09-19)
  You quoted a termite treatment at 45% gross margin. The job closed at 24%. Your operations manager insists the original quote was right. This disagreement...
- [Why production-schedule adherence and the figure you trust disagree in a rubber products manufacturer](https://autospark.ai/articles/why-production-schedule-adherence-and-the-figure-you-trust-disagree-in-a-rubber-products-manufacture) (2026-09-18)
  Your production manager reports 85% schedule adherence. Your dispatch team says it's closer to 60%. Both are measuring the same production line, using the same...
- [What a customs brokerage stops being able to see without cost per delivery](https://autospark.ai/articles/what-a-customs-brokerage-stops-being-able-to-see-without-cost-per-delivery) (2026-09-17)
  Most customs brokerages can tell you their daily clearance volume, their average processing time, even their compliance rate. Ask them their cost per delivery...
- [What an electronics retailer stops being able to see without inventory turns and ageing](https://autospark.ai/articles/what-an-electronics-retailer-stops-being-able-to-see-without-inventory-turns-and-ageing) (2026-09-16)
  Your electronics retailer stops seeing what matters when inventory turns and ageing data disappear into spreadsheets and manual counts. Without clear...
- [The quoted-versus-actual job cost nobody in an electronics assembly firm is watching](https://autospark.ai/articles/the-quoted-versus-actual-job-cost-nobody-in-an-electronics-assembly-firm-is-watching) (2026-09-15)
  Your production team knows exactly what each job should cost. The problem is nobody checks what it actually cost until the month-end reports arrive, and by...
- [Standing up variations and change orders in a civil works contractor without a new system](https://autospark.ai/articles/standing-up-variations-and-change-orders-in-a-civil-works-contractor-without-a-new-system) (2026-09-14)
  Your civil works contractor variations and change orders process is probably costing more than you think. Most firms track the direct costs but miss the hidden...
- [Painting contractors that track the wrong thing in place of quoted-versus-actual job cost](https://autospark.ai/articles/painting-contractors-that-track-the-wrong-thing-in-place-of-quoted-versus-actual-job-cost) (2026-09-13)
  Most painting contractors track everything except what matters. They measure square metres covered, litres of paint used, hours on site. Meanwhile, \[91% of...
- [What it costs a glazing contractor to not track debtor days and collections](https://autospark.ai/articles/what-it-costs-a-glazing-contractor-to-not-track-debtor-days-and-collections) (2026-09-12)
  Your glazing contractor is losing $2,400 every month you don't know which clients pay late. Not tracking debtor days means you cannot see which accounts are...
- [Cosmetics e-commerce brands that track the wrong thing in place of returns and refund rate](https://autospark.ai/articles/cosmetics-e-commerce-brands-that-track-the-wrong-thing-in-place-of-returns-and-refund-rate) (2026-09-11)
  Most cosmetics e-commerce brands obsess over their return rate while missing the metric that actually determines profitability: refund rate. A 15% return rate...
- [What an architecture practice stops being able to see without profitability by client](https://autospark.ai/articles/what-an-architecture-practice-stops-being-able-to-see-without-profitability-by-client) (2026-09-10)
  Most architecture practices know what they earned last quarter. Few know which clients actually made them money. \[According to the 2026 Architecture &...
- [How a cosmetics e-commerce brand starts tracking stockouts and availability, and what it shows first](https://autospark.ai/articles/how-a-cosmetics-e-commerce-brand-starts-tracking-stockouts-and-availability-and-what-it-shows-first) (2026-09-09)
  Your 95% inventory availability looks healthy until you realise it masks which products are actually missing when customers want them. A cosmetics e-commerce...

[Previous](https://autospark.ai/articles)

[Next](https://autospark.ai/articles/page/3)