Variance is information, not indictment. A 12% overspend in tooling during a migration is normal; the same number in headcount planning is not. We break down how to set tolerance bands per category so your expense metrics only shout when something genuinely moved. Variance is information, not indictment. A 12% overspend in tooling during a […]

Most category taxonomies die on contact with reality. Ours survived three audits by keeping fewer, broader categories and pushing detail into tags. Fewer buckets, better notes, cleaner metrics. Most category taxonomies die on contact with reality. Ours survived three audits by keeping fewer, broader categories and pushing detail into tags. Fewer buckets, better notes, cleaner […]