Weaving Intelligence

Threads

Six threads active at launch — each following one domain over time, from fundamentals to the hard practical problems.

Weaving Intelligence is organized as a set of threads — each following one domain over time, from architectural fundamentals through the hard, practical problems practitioners actually hit. Six threads run on the weekly schedule, and a Deep Dive investigation rounds out every third week.

The Weaving Intelligence thread taxonomy: one publication spine carrying six named threads — General MDM, Profisee MDM, MDM + AI, AI + BI, Enterprise Data Strategy and Enterprise Data Governance — with a wider bench of further threads, built but not yet scheduled, running beneath the spine.
Six threads on the weekly rhythm, on one spine.

The weekly threads

Six threads on a fixed rhythm

Two colleagues at a whiteboard, one indicating a point on the board while the other follows, a populated office floor visible through the doorway behind them.

General MDM

Master data as a scalable discipline — the business case, stewardship, governance operating models, and data quality.

Two practitioners at one large monitor in a daylit office, one seated at the keyboard and one crouched to screen height, both studying the same panel.

Profisee MDM

The general discipline made specific — configuration, data-quality rules, and governance workflows on Profisee.

A senior data steward mid-explanation at a wall-mounted screen showing clusters and connecting lines, an open door onto a working floor behind her.

MDM + AI

Where AI reshapes master data management — and where governed master data keeps AI dependable.

Two colleagues mid-decision at the corner of a boardroom table, a wall screen of soft chart blocks out of focus behind them.

AI + BI

How AI turns business intelligence into decision intelligence — with trustworthy master data as the hinge.

Two executives in conversation across the corner of a meeting-room table, one listening with a hand resting on a closed folio, a populated office floor beyond the open door.

Enterprise Data Strategy

Building a cohesive, adaptable data strategy that connects data initiatives to real business outcomes.

Two colleagues at a whiteboard of tiered boxes and connectors, one holding a capped marker against the board, a glass wall onto an adjacent populated room behind them.

Enterprise Data Governance

Governance as a scalable discipline — frameworks and operating models that grow with the organization.

In your inbox

Six threads, three bundles

Every thread publishes to the site for everyone. For email, they are grouped into three bundles so you can follow the work that matches yours without taking the rest.

The Master Data Threads

General MDM · Profisee MDM — the discipline, and running it on a real platform.

The Intelligence Threads

MDM + AI · AI + BI — artificial and business intelligence, both resting on governed data.

The Enterprise Threads

Enterprise Data Strategy · Enterprise Data Governance — the operating model layer.

Choose your bundles →

Every third week

Deep Dives

A Deep Dive publishes every third Friday, led by Terry Hale — four investigation articles plus a wrapper, taking one hard problem apart end to end. Meet the voices behind the threads on The Voices, see the rhythm on the Roadmap, or subscribe to follow along.

The publication’s scope reaches further — into data quality, privacy and ethics, observability and reliability, integration, semantics and knowledge graphs, data storytelling, and cloud data architecture. Those threads open as they’re scheduled.

Follow the ones that matter

New articles publish through the week across the threads, with a Deep Dive package every third Friday.

Subscribe → See Deep Dives →