Practical writing for compliance leads, ops directors and engineering teams who would rather their conversations were systematically scored than sampled.
What's tightened, what's blurred, and the five things the ICO will ask if a PECR complaint reaches them. Plus the systematic-monitoring standard that has replaced sample-based QA.
An honest comparison from someone selling AI scoring tooling. What AI is genuinely better at, what humans still beat AI on, and the right division of labour for production QA teams.
A practical checklist for compliance leads at FCA-regulated firms. The four outcomes, the evidence the regulator actually expects on a recording, and why a 5% sample no longer cuts it.
The QA bottleneck explained from first principles, the maths of manual versus AI scoring, and what the architecture of 100% coverage actually looks like in production.
A plain-English walkthrough of how speech recognition, large language models and per-tenant calibration combine to score every call your team takes against your scorecard.
