# Writing: page 5 | 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/5 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 5 of 11 (128 articles in total) - [Standing up stockouts and availability in a bookshop without a new system](https://autospark.ai/articles/standing-up-stockouts-and-availability-in-a-bookshop-without-a-new-system) (2026-08-16) Your bestselling title sits empty on the shelf for three days before anyone notices. The customer who drove across town leaves without it. The sale goes to the... - [What a demolition contractor stops being able to see without cost-to-complete against budget](https://autospark.ai/articles/what-a-demolition-contractor-stops-being-able-to-see-without-cost-to-complete-against-budget) (2026-08-15) The fourth demolition job this year just went from a projected $15,000 profit to breaking even. The owner knows exactly what happened: costs crept up while the... - [What a bookshop stops being able to see without inventory turns and ageing](https://autospark.ai/articles/what-a-bookshop-stops-being-able-to-see-without-inventory-turns-and-ageing) (2026-08-14) Your bookshop's inventory is moving, but you cannot tell if it is moving fast enough. Without tracking bookshop inventory turns and ageing, you lose sight of... - [Why production-schedule adherence and the figure you trust disagree in a plastics moulding manufacturer](https://autospark.ai/articles/why-production-schedule-adherence-and-the-figure-you-trust-disagree-in-a-plastics-moulding-manufactu) (2026-08-13) Your production manager says you're running 85% on-time delivery. Your ERP dashboard shows 92% schedule adherence. Your biggest client just called to ask where... - [Standing up billable utilisation in a law firm without a new system](https://autospark.ai/articles/standing-up-billable-utilisation-in-a-law-firm-without-a-new-system) (2026-08-12) Most law firm partners think they need a practice management system to track billable utilisation. They don't. According to the \[2025 Legal Trends... - [On-time delivery performance: what the gap is worth in a steel merchant](https://autospark.ai/articles/on-time-delivery-performance-what-the-gap-is-worth-in-a-steel-merchant) (2026-08-11) Most steel merchants assume their delivery performance is roughly average. They are usually right, and that is precisely the problem. \*\*The average steel... - [The profitability by client nobody in an accountancy practice is watching](https://autospark.ai/articles/the-profitability-by-client-nobody-in-an-accountancy-practice-is-watching) (2026-08-10) Your best client just cost you $15,000. Your worst client made you $8,000. And nobody in your practice knows which is which. Most accountancy practices track... - [Standing up warranty and after-sales claims in an industrial equipment builder without a new system](https://autospark.ai/articles/standing-up-warranty-and-after-sales-claims-in-an-industrial-equipment-builder-without-a-new-system) (2026-08-09) Your warranty team is drowning in spreadsheets, chasing approvals, and rekeying the same claim details across five different systems. Meanwhile, legitimate... - [The smallest version of on-time delivery performance that works in a cold chain distributor](https://autospark.ai/articles/the-smallest-version-of-on-time-delivery-performance-that-works-in-a-cold-chain-distributor) (2026-08-08) Most cold chain distributors track on-time delivery performance incorrectly. They measure whether the truck arrived when promised, not whether the product... - [Cabinetry makers measure the job going out. Quoted-versus-actual job cost is what nobody checks coming back](https://autospark.ai/articles/cabinetry-makers-measure-the-job-going-out-quoted-versus-actual-job-cost-is-what-nobody-checks-comin) (2026-08-07) Every cabinetry maker measures twice and cuts once. But how many measure what each job actually cost against what they quoted? According to \[Woodshop... - [Damage and claims rate: what the gap is worth in a cold chain distributor](https://autospark.ai/articles/damage-and-claims-rate-what-the-gap-is-worth-in-a-cold-chain-distributor) (2026-08-06) Your cold chain distributor probably knows its damage rate. It might even track claims as a percentage of revenue. But the gap between what gets damaged and... - [How an insurance brokerage starts tracking billable utilisation, and what it shows first](https://autospark.ai/articles/how-an-insurance-brokerage-starts-tracking-billable-utilisation-and-what-it-shows-first) (2026-08-05) Most insurance brokerages cannot tell you what their staff actually spend time on. Partners assume their senior brokers are mostly servicing clients and... [Previous](https://autospark.ai/articles/page/4) [Next](https://autospark.ai/articles/page/6)