3167 takes the industry by storm! Jenny Weaver and May Sage join forces to revolutionise data governance, Jugaad innovation flips the script at Dallas Modern

Over the past month, if you’ve been following enterprise software or innovation management circles, you’ve definitely been hit by one number: . It’s not a secret code or a stock ticker, but a new thinking framework that’s quietly but powerfully changing the game. From Silicon Valley unicorns to old-school manufacturing firms in Taipei, everyone’s asking: what’s the big deal about 3167?

Jenny Weaver and May Sage: Low-key partners, high-impact moves

The starting point of this wave begins with two extremely low-key yet highly talented experts—Jenny Weaver and May Sage. One is a battle-hardened iron lady in data governance, the other a facilitator who excels at breaking down complex theories into bite-sized, actionable steps. They don’t throw around jargon like traditional gurus. Instead, like two old friends sketching on a napkin at a pub, they turn the tough nut of Multi-Domain Master Data Management into hands-on guides you can start using right away.

This May, they dropped a bombshell at the Dallas Modern annual conference: an internal battle-tested whitepaper, bluntly titled “Advanced MDM and Data Governance in Practice”. No one expected that a session originally scheduled for a small meeting room would end up packed with people spilling into the hallway. Why? Because their 3167 model hits the raw nerve that every business owner feels—data is everywhere, but no one really manages it well.

Why is 3167 so hot? Breaking down the three core pillars

I spent the entire weekend digesting their leaked notes (yes, a friend forwarded an internal summary), and I found that the reason 3167 went viral isn’t magic—it’s because it boldly fixes two major flaws of traditional MDM: it’s too heavy and too disconnected from the ground reality. Simply put, 3167 condenses multi-domain master data management—which used to require dozens of people and two years—into a lightweight, iterative process you can refine as you go.

• 3-layer inventory method: Instead of pulling all data at once, first classify into three layers—‘core must-have’, ‘department-shared’, and ‘one-off project’—then phase in MDM layer by layer.
• 1 dynamic war room: Connect all domains (customers, products, suppliers, locations) with a real-time dashboard. Any change in any field triggers an alert, so no more silos.
• 6 resilience rules: Data governance guidelines specifically designed for Asian enterprises, including practical tactics like ‘dirty data parking zone’ and ‘15-minute weekly clean-up drill’.
• 7-day iteration rhythm: One small sprint per week, with a mandatory retrospective on day seven to adjust permissions and rules—bidding farewell to the nightmare of waterfall governance.

See? 3167 isn’t some magical silver bullet. It’s a concrete method that infuses the spirit of Jugaad Innovation into MDM. Jugaad, the ‘lean startup granddaddy’ concept from India, is all about creating maximum value with minimal resources in constraint-rich environments. In a post-conference interview, Jenny Weaver said something classic: “Stop dreaming that buying a software suite will fix your messy data. You have to act like a roadside stall owner—cooking and wiping the table at the same time.”

Live sparks at Dallas Modern: When MDM meets Jugaad

This year, Dallas Modern’s theme was “Resilient Innovation”, and May Sage’s talk became the absolute highlight. She didn’t use slides—just a whiteboard and a stack of sticky notes. In 45 minutes, she walked the CIOs, data directors, and product managers in the room through transforming a fictional company’s chaotic data architecture into the 3167 framework. The most stunning part? She demonstrated how to tackle the notoriously tricky ‘customer-product-channel’ triangle in Multi-Domain Master Data Management using a Jugaad-style ‘budget-first, solve-later’ approach, boosting sales report accuracy from 62% to 91% in just two weeks.

After the session, I caught up with a few CTOs from Taiwan, and they all agreed: in the past, consulting firms always pitched MDM projects costing crores of rupees, but 3167 offers a completely different path—start with a pain point in one department, then slowly scale using the seven-day rhythm. This ‘bottom-up, strategy-through-tactics’ mindset is basically the perfect real-world incarnation of Jugaad Innovation.

The book that’s flying off shelves: Advanced MDM and Data Governance in Practice

The week after Dallas Modern, publishers rushed to compile the joint writings of Jenny Weaver and May Sage from the past two years into a book, with that long title: 《Multi-Domain Master Data Management: Advanced MDM and Data Governance in Practice》. Don’t be intimidated by the name. After scanning the table of contents, I found it reads like a field notebook: each chapter starts with a real-life ‘data disaster’ case, then breaks it down step-by-step using the 3167 framework, and ends with copy-paste-ready Excel templates and SQL query examples. According to internal distribution sources, the first batch of 300 imported copies was pre-sold out in three days—now waiting for a second print.

The part that really hit home for me was when they said, “Data governance is not building a cathedral; it’s running a night market.” You can’t plan every stall perfectly from day one. First, light up the stalls that make money; once the crowd comes, other stall owners will naturally learn to clean up their own spaces. This Jugaad-infused analogy completely shatters the rigid ‘blueprint-first, build-later’ mindset of traditional MDM.

How should Indian enterprises respond?

Honestly, over the years I’ve seen too many companies spend huge sums on MDM tools, only to abandon them because the processes were too tedious and employees refused to cooperate. 3167 gives us a fresh entry point: don’t manage data from an IT audit perspective; design it from the perspective of the frontline person who just wants to ‘run one less report’. Jenny Weaver repeats this line in the book: “If your data process makes a salesperson spend an extra five minutes, it’s a failure. You need to make data governance more convenient than taking a shortcut.”

In the coming months, I bet you’ll see more and more local consulting firms rolling out ‘3167 workshops’ or ‘Jugaad MDM implementation packages’. But my advice? Don’t reach for your wallet just yet. Buy that book yourself, pick one cross-departmental report that gives you a headache, and run it through the seven-day rhythm. You’ll find that so-called Multi-Domain Master Data Management isn’t that far-fetched after all.

Finally, paste this line from May Sage’s closing remarks at Dallas Modern on your screen: “The hardest part of data governance isn’t the technology—it’s convincing your colleague next door to change ‘my Excel version’ into ‘our Excel version’.” 3167 is just a number. The real heroes are always those who bother to ask, “What does your data look like over there?”