Notes from the Field

Practical thinking on data strategy, AI implementation, and the decisions that separate good consultancy from great outcomes.

The professional services reporting stack
Analytics

The professional services reporting stack

Professional services reporting for law, accountancy and consultancy firms: the metrics that matter and how to make the numbers agree across every tool.

Veritly Team
Sep 19, 2026•6 min read

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Natural language to SQL: what it takes to actually trust the answer
AI and ML

Natural language to SQL: what it takes to actually trust the answer

Natural language to SQL tools can sound confident and still be wrong. Here's what has to be true before an analyst can trust the answer, not just admire it.

Aug 24, 2026•6 min read

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The professional services reporting stack
6 min read
Analytics

The professional services reporting stack

Professional services reporting for law, accountancy and consultancy firms: the metrics that matter and how to make the numbers agree across every tool.

Sep 19, 2026Read Entry
UK GDPR data residency: what to ask a BI vendor
6 min read
Security and Privacy

UK GDPR data residency: what to ask a BI vendor

UK GDPR data residency doesn't ban cloud BI tools, but it fixes what a vendor must prove about where data sits. Here is what to ask before signing.

Sep 19, 2026Read Entry
Client-Ready Reports Without Screenshotting a Dashboard.
6 min read
Productivity

Client-Ready Reports Without Screenshotting a Dashboard.

Most consultancy deliverables are a screenshot pasted into a slide deck, frozen the moment it's captured. Here's what client-ready reports look like instead.

Sep 14, 2026Read Entry
Row-level security in practice: how permission-aware reporting actually works
6 min read
Security and Privacy

Row-level security in practice: how permission-aware reporting actually works

Row-level security in practice: why filtering in the app and enforcing it at query time look identical on screen — and only one keeps a shared report safe.

Sep 7, 2026Read Entry
dbt reporting layer: do you still need one on top of BI?
6 min read
Analytics

dbt reporting layer: do you still need one on top of BI?

Metrics defined in dbt still get redefined in every BI tool. A dbt reporting layer closes that gap: what dbt solves, what it doesn't, and where the two meet.

Aug 31, 2026Read Entry
Natural language to SQL: what it takes to actually trust the answer
6 min read
AI and ML

Natural language to SQL: what it takes to actually trust the answer

Natural language to SQL tools can sound confident and still be wrong. Here's what has to be true before an analyst can trust the answer, not just admire it.

Aug 24, 2026Read Entry
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