#Master Data
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Master Data Quality Management Solutions | PiLog Group
In a digital economy, master data serves as the backbone of business operations. From product and supplier records to customer and asset data, high-quality master data ensures accurate reporting, effective decision-making, and streamlined operations. That’s why organizations around the world rely on Master Data Quality Management (MDQM) solutions to maintain consistency, accuracy, and trust across their data landscape.
What is Master Data Quality Management (MDQM)?
Master Data Quality Management refers to the processes, tools, and standards used to ensure that master data is:
Accurate – free from errors and inconsistencies
Complete – includes all required information
Consistent – harmonized across all systems
Timely – regularly updated and maintained
Reliable – trusted as a single source of truth
Why is MDQM Important?
Improves Operational Efficiency Clean, standardized data reduces errors in procurement, logistics, customer service, and finance.
Supports Compliance and Risk Management Regulated industries require reliable data to meet compliance and auditing standards.
Enables Informed Decision-Making Business intelligence, analytics, and reporting depend on accurate master data.
Boosts Customer and Supplier Satisfaction Accurate data enables better communication, faster processing, and fewer disruptions.
PiLog Group’s Master Data Quality Solutions
PiLog Group is a global leader in data governance and quality, offering scalable and intelligent MDQM solutions that include:
AI-Driven Data Cleansing & Enrichment Automated processes identify duplicates, correct errors, and enrich records using industry-specific standards.
Pre-Configured Taxonomies and Standards PiLog provides ISO-compliant data structures that simplify global data harmonization.
Master Data Governance Tools Flexible workflows, role-based access, and audit tracking ensure accountability and control.
Cloud and On-Premise Deployment Options Whether your organization is transitioning to the cloud or maintaining on-prem systems, PiLog solutions are designed for flexibility and scalability.
Real-Time Integration Seamless connectivity with leading ERP systems such as SAP, Oracle, and Microsoft Dynamics.
#Master Data#Data Quality Management#Data Governance#Data Cleansing and Enrichment#ERP Data Integration
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Understanding Master Data and Reference Data: Two Pillars of Data Management
In today’s data-driven world, effective data management is crucial for any organization. Two key concepts that often come up are master data and reference data. While related, they serve distinct purposes. This post will break down the differences and explain why understanding them is vital for business success. What is Master Data?What is Reference Data?Key Differences at a GlanceThe…
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SAP Business One Master Data Approval Addon
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Data Governance: A Business Imperative, Not an IT Burden
Getting the business to engage and take ownership in building data governance can be a significant challenge. I favor an pragmatic and effective way to tie data governance to tangible, day-to-day business challenges. Data Governance as an Critical Enabler Getting the business to engage and take ownership in building data governance can be a significant challenge. This is often because data…
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Enhance your business operations with reliable master data management solutions. Connect with us today to ensure data consistency across the business ecosystem
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trying to design secunit's outfits for each book >_>
#murderbot#the murderbot diaries#tmbd#i like referencing both masc/fem sci fi characters for its outfits. very fun for me.#for instance elster mjr kusanagi alita and ripley#and master chief data amuro ray and david (edgerunners)#also im just such a fan of 80s-90s sci fi. its such a cool era of media. especially the anime movies and OVAs from back then...#my art#murderbot fanart
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Top Gun - Incorrect Quote 181
*Ice and Mav in bed together*
Maverick: You're hot ;D
Iceman: Oh yeah? How hot?
Maverick: Well, the surface temperature of the sun is about 5.778 K and the surface temperature of you is 9.940 K. So I'd say, you're hotter than the sun
Iceman: *Gripping the sheets* Fuck
#Canon: Mav is really smarts like he has a 186 IQ#Ofc he knows this data. I'm pretty sure he has a degree a master AND a doctorate#And yes I put 186 IQ for TG 86#top gun fandom#top gun#top gun incorrect quotes#incorrect quotes#top gun 1986#top gun maverick#quotes#icemav#pete maverick mitchell#tom iceman kazansky
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On the one hand, I think Data is perfect and I wouldn't change a thing about him. On the other hand, forcing Brent Spiner to wear yellow contacts over his blue eyes should be considered an actual crime.
#just watched the movie 'the master of disguise'#it was terrible of course but brent is majestic#brent spiner#data soong#star trek: the next generation#star trek#star trek tng
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A Best Enemies AO3 Analysis Part 1

Hello! I had the burning urge to put together some rough stats around Thoschei fanfiction on AO3. As I had problems scraping the data, most of this analysis is pulled from the aggregations on AO3's tagged works page. If I find a better way to extract this from AO3 I'll likely come back and do something more comprehensive!
(This analysis is not statistically robust and may be subject to errors. Please keep in mind this is just for fun!)
To start with, what are the top pairings in the "The Doctor/The Master" tag on AO3?
Thirteen/Dhawan!Master sits at the top of the list, occupying 23% of all Doctor/Master content on AO3.
The first seven pairings listed here make up 83% of all Doctor/Master fics, the remaining Other category comprising of all possible Doctor x Master combinations make up 27%. *
*Multiple relationship tagging means that some pairings may overlap for the same fanfiction
What are the ratings of the top pairings?
Five/Ainley!Master stand as the raunchiest pairing in the list, with 34% of all Five/Master fanfictions falling under the Explicit category.
How do the top pairings compare over time?
There were just 53 fanfics completed in 2008 on AO3. While fanfic volumes increased in line with the growing popularity of AO3, the reappearances of a certain fictional villain resulted in spikes in publication.
Though the global pandemic definitely had an impact on AO3 activity during 2020, this also coincided with the introduction of a pairing that saw a meteoric rise in fanfiction. Can you guess which one?
Thirteen/Dhawan!Master saw 615 fanfictions during 2020. For comparison, that's more than the total amount of Doctor X Master fanfiction published in 2018 and 2019 combined!
That's it from me for now - but I'll be back soon to look at a few other areas of interest in the AO3 fandom sphere!
#thoschei#doctor/master#doctor who#twissy#spydoc#best enemies#tensimm#everything was manual data entry here#I'm a proponent of work smarter not harder but ao3 seems notoriously difficult to pull data from#understandable with anti-ai measures!
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Krangrified Leo Au Remastered
Tw Blood Warning, Trauma, Dead, Tentacles
Comic: in process and planed to be finished.
Chapter 1 "Odd?":
Part 1, Part 2, Part 3 (TW blood), Part 4(TW slightly Blood), Part 5 (Tw Blood and Injuries) , Part 6 (TW blood), Part 7 (Tw Slightly blood and Bringht colors)
Chapter 2:
Tw Blood Warning, Trauma, Dead, Tentacles
Chapter 2 "Everyone But You":
New Pages Sizes Explained
Part 1 (Tw Blood, Gore?), Part 2 , Sneak peak
Advancements: First, Second, Number 3, Four
Doodles: request From @scribble-me-to-my-core, Cannon and Sillys, Multiverse Identification Card!, Lil Animatic!
Characters: Black void Mikey , K! Donnie , Post movie Raph, Feral Leo
Characters Info: Mikey , Post movie Raph, Feral Leo
Asks and Requests (You can ask in any moment!): First, Other song for Leo, Little Animatic , Song For Leo, Emotion Challange
Mini comics: Tmnt Au Comp Interactions!
Inspiration
Before being remastered:
Part 1 , Part 2 ,Poster , Short Animation (Also My first one), old desing and poster, Old idea
#rottmnt#rottmnt au#ibispaintx#rottmnt original character#rottmnt leo#rottmnt michelangelo#rottmnt raph#rottmnt donnie#wounds tw#tw blood#blood cw#tentacles#rottmnt dead#tw dead mention#tw trauma#flash warning#masterpost#master list#darkness#rottmnt krang#rottmnt mikey#rottmnt movie#character sheet#character data#character info#ptsd#trauma#insomia#nightmares tw#colors
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Master Data Approval Addon - SAP Business One
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okay when i started rewatching house, it took me until 3x15 but i started to notice a pattern in house's wardrobe. the scene where foreman was trying to express sadness(?) at house's (fake) brain cancer they were both wearing pink.
After that I noticed that any time house was wearing pink, they were particularly vulnerable moments. Moments that he's feeling tender or open. Moments where he is being pretty earnest.
Then I started to notice that other colored shirts came up at different times. Light blue was his most neutral state, it represents logic and reason imo. Maybe a little bit of humor. There's a lightness or surface-ness to it.
Purple represents something like consequences or grief or guilt. any time there is purple someone is bearing the weight of a decision that was made, or a complex situation.
Black represents, as you can imagine, death. the darkest moments we see house in black.
The other colors aren't as prominent, but I have theories. Red is sex, power, life, excitement, ego. tan is neutrality. white is almost naive. green is rare and house never wears it. Dark blue is still logic but more solemn, more deep. its also interesting to note the times when he doesn't wear a t-shirt under his dress shirt and leaves like 3 buttons open (hubba hubba) and when he /only/ wears a t-shirt. I think his dress shirt is almost like his armor.
#theres a lot more that i could say symbollically about wardrobe#and about the fellows too.#i think its facinating that the scrubs are pink and green#and that its never clear at least to me what the difference is#i would like to pay more attention next rewatch bc i missed 2.5 whole seasons of data#also maybe i will eventually do a master post about this and like compile pics and stuff#also! this scene is really interesting and i could talk at length about it#all ill say is#This scene is particularly interesting because foreman tries to do what cameron and chase did#but gave up bc of houses needling.#house is playing the piano and recieving news that his patients brain only half works#foreman just tells him about the case#and i think to house thats actually the sweetest(?) thing he could do#hes not lying#hes helping house by giving his mind something to work on#which if he did actually have brain cancer is prob what he would want#i think this is as much love he could bear to receive#okay anyway i love foreman!!!!!!!#house md#malpractice md#eric foreman#gregory house#house
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Master Data: Standardise Your Data with Dun & Bradstreet
What is Master Data?
Master data is the most important data you have. It’s the information about your customers, suppliers, partners and prospects. It is fundamental to understanding your business entities and commercial transactions — and gives you a clear view of the building blocks of your relationships. Dun & Bradstreet helps you with master data management by providing the foundational elements (entity management, hierarchies and linkage) aligned to meet your business objectives. With Dun & Bradstreet’s pre-mastered commercial content, you get one clear picture of your business universe with de-duplicated records, additional company data and related businesses linked in corporate families.
Why is master data management important?
Master Data Management is essential in today’s business environment because of the sheer volume of data (customers, vendors, suppliers, employees, etc.) that every company deals with. Without a proper master data management system in place, the risk of bad data, data duplication and data inconsistencies go up. This negatively affects not only business processes, but also any marketing campaigns run by the company. Furthermore, with a master data management solution in place, companies can easily derive meaningful insights from their data in order to make important business decisions. Properly structured and updated data saves time and efforts for every department of an organisation.
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