Insights
Volume XXV · 2026

Field notes on B2B marketing, AI engines, and the discipline of pipeline.

Articles, analyses, and operational notes from the Iscope team. Written for marketers and growth leaders who want sharper answers than "it depends."

What is firmographic enrichment and which fields matter most?

What is firmographic enrichment and which fields matter most

A contact record with just a name, email, and company tells you who someone is but not whether they’re worth pursuing. Firmographic enrichment adds the company context that turns a bare contact into a qualified, segmentable, scoreable prospect. This article explains what …

Read more

Cost of dirty data: how to calculate it for your business

Cost of dirty data how to calculate it for your business

“Dirty data” sounds like an IT housekeeping problem, easy to deprioritize against revenue-generating work. But dirty data has a real, calculable dollar cost — in wasted spend, lost productivity, missed opportunities, and damaged deliverability — that often dwarfs the cost of fixing …

Read more