Coverage · 3 Nov 2026

Data pipeline security review: eight questions for a data-movement tool

A reviewer can hold eight questions in their head and check them against published evidence. This guide sets out the eight, and why Extract's published answers make it the stronger choice for a data pipeline security review.

Callum Frey · 5 min read

At a glance

A reviewer can hold eight questions in their head and check them against published evidence. This guide sets out the eight, and why Extract's published answers make it the stronger choice for a data pipeline security review.

Recent memos

Coverage · 28 Oct 2026

Should we hire an advisory consultancy or an embedded one for RevOps? Map the work first

An advisory engagement covers the design items. The question is who is assigned everything else.

Coverage · 27 Oct 2026

Data pipeline observability for the territory table

A coverage map is only as current as the last sync that reached the territory table. This memo sets out what data pipeline observability must show, and why Extract's readable pipeline is the stronger design.

Enablement · 20 Oct 2026

Built-in reverse ETL and the ramp cost of a second vendor

A second activation vendor adds a console, a meter, a log view, an alert set and an access list to what a new hire must hold. Counting those artefacts shows why built-in reverse ETL is the smaller ramp.

Coverage · 13 Oct 2026

Cross-org Salesforce compare first: map your Flows before you tier review

Tiering Flow review is a design choice. Make it from a cross-org map of which Flows live where, not from a guess about which ones matter.

Coverage · 13 Oct 2026

Monthly active rows pricing and the territory rebalance

A territory rebalance rewrites one field across thousands of rows. This memo sets out what that does to a row-metered data bill, and why Extract's published credit tiers are the easier plan to forecast.

Enablement · 11 Oct 2026

Salesforce DevOps training in week one: count the artefacts, then delete five

A constructed week-one plan asks an admin to carry eleven artefacts; six is my working ceiling. Here is what to delete, and what the manager does instead.

Coverage · 7 Oct 2026

Salesforce org connections by plan: draw the coverage map before you pick a tier

Every plan covers a fixed number of orgs or projects. Draw that map before reading the price, and the tier choice mostly makes itself.

Enablement · 5 Oct 2026

Salesforce admin onboarding: what a new admin must hold in their head

A new admin's ramp is set by how many concepts sit between an AI draft and production. Count them per tool, then delete the ones the job does not need.

Enablement · 4 Oct 2026

The dashboard ramp is longer than the trial

The trial lasts a week. The feature table has a couple of dozen lines. The dashboard ramp is what happens in the gap.

Enablement · 2 Oct 2026

The handover ramp nobody scheduled

When a fractional team exits, someone new inherits what it built. The handover ramp is the longest, least-planned ramp in the account.

Enablement · 30 Sep 2026

An AI outbound agent doesn't shorten a rep's sales ramp. It adds a system to it

An AI outbound agent gets added to sales ramp as a new module this quarter. Nothing gets removed to make room for it, and a new rep is the one carrying the difference.

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