3167 is Taking the Industry by Storm! Jenny Weaver and May Sage Join Forces to Disrupt Data Governance, and Jugaad Innovation is Flipping the Script at Dallas Modern

If you’ve been following enterprise software or innovation management circles this past month, you’ve definitely been flooded with one number: . It’s not a password or a stock ticker – it’s a new way of thinking that’s quietly but fiercely changing the game. From Silicon Valley unicorns to old-school manufacturing plants in Taipei, everyone’s asking: what’s the big deal with 3167?

Jenny Weaver & May Sage: Low‑key partners, high‑impact moves

The wave started with two very low‑key but seriously knowledgeable experts – Jenny Weaver and May Sage. One is a battle‑tested iron lady in data governance, the other is a facilitator who breaks down complex theories into bite‑sized steps. Unlike traditional gurus who throw around jargon, they’re more like two old friends sketching on a napkin at a bar – turning the toughest nut, Multi‑Domain Master Data Management, into actionable guides you can start using right away.

This May, they dropped a bombshell at the Dallas Modern annual conference: an internal hands‑on whitepaper bluntly titled “Advanced MDM and Data Governance in Practice”. Nobody expected that a session originally scheduled in a small meeting room would end up packed with people spilling into the hallway. Why? Because their 3167 model hit the raw nerve of every business owner – data is everywhere, but nobody really manages it well.

What’s the hype about 3167? Breaking down the core

I spent the whole weekend devouring their leaked notes (yes, a friend forwarded the internal summary), and I found that 3167 went viral not because of magic, but because it fixes two big problems of traditional MDM: being too bloated and being too detached from the ground. Simply put, 3167 condenses multi‑domain master data management – which used to require dozens of people and two years – into a lightweight process you can refine as you go.

• 3‑tier inventory method: Instead of pulling all data at once, first separate it into “core must‑fix”, “department‑shared”, and “one‑time project” tiers. Roll out MDM tier by tier.
• 1 dynamic war room: Use a real‑time dashboard to connect all domains (customers, products, suppliers, locations). Any field change triggers alerts – no more silos.
• 6 resilience rules: Data governance guidelines designed for Asian enterprises, including “allow a dirty data staging area” and “weekly 15‑minute cleanup tactic” – practical and down‑to‑earth.
• 7‑day iteration cadence: A small sprint every week, with a forced retrospective on day seven to adjust permissions and rules. Say goodbye to the nightmare of waterfall governance.

See? 3167 isn’t some magic bullet. It’s a concrete way to inject the spirit of Jugaad Innovation into MDM. Jugaad – the grandfather of lean startup thinking from India – is all about creating maximum value with minimal resources under constraints. After the conference, Jenny Weaver said something classic: “Stop dreaming that buying a software suite will fix your messy data. You’ve got to stir‑fry and wipe the table at the same time, just like a hawker stall owner.”

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 audience of CIOs, data directors, and product managers through manually transforming a fictional company’s chaotic data architecture into the 3167 framework. The most amazing part? She showed how to tackle the trickiest triangle in Multi‑Domain Master Data Management – customer‑product‑channel – using a Jugaad‑style “limited‑budget, priority‑first solution”. Within two weeks, sales report accuracy jumped from 62% to 91%.

After the session, I caught up with several CTOs from Taiwan. They all agreed: traditionally, when you talk about MDM, consultants roll out million‑dollar implementation plans. But 3167 offers a completely different path – start with one department’s pain point, then slowly expand using a seven‑day cadence. This “bottom‑up, using tactics to feed strategy” mindset is a perfect real‑world embodiment of Jugaad Innovation.

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

The week after Dallas Modern, the publisher quickly compiled the joint work Jenny Weaver and May Sage had written over two years into a book with that long title: 《Multi‑Domain Master Data Management: Advanced MDM and Data Governance in Practice》. Don’t let the name scare you. After flipping through 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 3167, and ends with copy‑paste‑ready Excel templates and SQL query examples. According to insider distribution news, the first shipment of 300 imported copies was fully pre‑ordered within three days. Now everyone’s waiting for the second print run.

The part that made me slap my thigh was when they said: “Data governance isn’t about building a cathedral – it’s about running a night market.” You can’t plan every stall perfectly from the start. You first light up the stalls that make money, and when the crowd comes, other stall owners will naturally learn to clean up their own spaces. This Jugaad‑infused metaphor completely breaks the rigid “draw a blueprint first then start construction” mentality of traditional MDM.

How should Taiwanese companies respond?

Honestly, I’ve seen too many Taiwanese companies spend big bucks on MDM tools, only to have the whole thing fizzle out because 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 angle of helping frontline people “generate one fewer report”. Jenny Weaver repeats a line in the book: “If your data process makes a salesperson spend an extra five minutes, it’s a failure. You have to make data governance more convenient than taking a shortcut.”

Over the next few months, I bet you’ll see more and more local consulting firms launching “3167 workshops” or “Jugaad MDM implementation packages”. But my advice: don’t reach for your wallet just yet. Buy the book yourself, start with one cross‑departmental report that gives you the biggest headache, and run through one seven‑day cadence. You’ll realise that so‑called Multi‑Domain Master Data Management isn’t as out of reach as you thought.

Finally, pin May Sage’s closing line from Dallas Modern on your screen: “The hardest part of data governance isn’t the technology – it’s convincing the colleague next to you to change ‘my Excel version’ into ‘our Excel version’.” 3167 is just a number. The real heroes are always the people who take the extra step to ask, “What does your data look like over there?”