Process mining tells you where the operation hurts. It can't tell you whether the fix is process, control redesign, staffing, scheduling, automation, or training. Because an X-ray is not a prescription. Part 3 of 5 — Calculating Change 👉 [open.substack.com/pub/shammi…] #ProcessMining #OperationalTransformation

Imagine two users Alice and Bob editing the same Google Doc at the same time. Initial text: Hello world Now: •Alice types “beautiful ” before “world” → Insert(6, "beautiful ") •Bob deletes “world” → Delete(6, 5) 
Both edits happen simultaneously on different devices. Each user’s browser applies the edit locally for instant feedback.
So Alice sees:Hello beautiful world Bob sees:Hello The problem: When their changes reach the server, the document states don’t match.
If we just apply one after the other, we might lose a user’s edit. So how does Google Docs merge them correctly? The Core Idea: Operational Transformation (OT) Google Docs doesn’t sync entire documents, it syncs operations.
Every operation carries: •Position (where to apply the change) •Type (insert/delete) •Content (what’s inserted/deleted) •Version info (what state this operation was based on) When two operations conflict, Google Docs uses OT to transform one operation in the context of the other. In our case: 1The server receives both operations. 2It sees they’re based on the same version. 3It transforms them so that both effects survive. Result: Hello beautiful Both Alice’s and Bob’s changes are merged correctly, preserving intent. Modern Alternative: CRDT (Conflict-free Replicated Data Types) OT needs a central server to resolve transformations.
Modern editors like Figma, Notion, and Yjs use CRDTs, which allow conflict-free sync even without a central authority. Each operation carries enough causal info to merge automatically, so even if users go offline, edits merge later without conflicts. TL;DR Google Docs keeps real-time collaboration consistent through Operational Transformation, ensuring every user’s intent is preserved even during concurrent edits.
Modern systems evolve this idea using CRDTs for distributed, offline-first editing. #SystemDesign #DistributedSystems #GoogleDocs #CRDT #OperationalTransformation

Ever felt your factory's heartbeat? 🏭💚 Lean Coaching ignites a rhythm of growth & efficiency. Ready for change? 👉 Transform with us! bit.ly/tcmuklcp #LeanCoaching #ManufacturingExcellence #OperationalTransformation #LeanManufacturing

'#BPaaS is...moving extensively beyond initial deployment'. See our #OperationalTransformation & #BPS Requirements – #HealthcareProvider Report for more: research.nelson-hall.com/sou…

Discover how Operational Transformation (OT) powers collaborative editing in Univer! Dive into the details and access the English version of our blog post here: docs.univer.ai/en-US/blog/ot 🚀 #CollaborativeEditing #OperationalTransformation

Ever felt your factory's heartbeat? 🏭💚 Lean Coaching ignites a rhythm of growth & efficiency. Ready for change? 👉 Transform with us! buff.ly/2J4Rn3Z #LeanCoaching #ManufacturingExcellence #OperationalTransformation #LeanManufacturing

🌟 Spark transformation across your operations with the integrated expertise of $BLOCK, $BEYOND, $TRIP, and $PARAM. Transform at @ParamLaboratory, @PlayOverTrip, @GetBlockGames, and @PlayGroundCorp. #OperationalTransformation ✨

We tackled bold ideas at our inaugural Asset Owner Leadership Summit in London this year. Global asset owners wanting to enhance efficiency should look to transform their operating models by: ➡️Realigning priorities across the organization ➡️Reevaluating investment strategy assumptions ➡️Rethinking processes Dive deep on these and the five key themes industry leaders identified for achieving operational investment excellence. ow.ly/MMsY50QcSPa #coo #operationaltransformation #investmentstrategy

Steer your operations driven by customer location and context with Jodo Digital's Location-share. From KYC to vehicle assistance and insurance surveys, redefine efficiency. #OperationalTransformation #JodoDigital #LocationShare #avhan #digitaltransformation #futurebusiness

Uncover how businesses can magnify efficiency, skyrocket profits, and move beyond mundane tasks. extractum.io/tpost/2220yfj85… #AIAutomation #BusinessEfficiency #MachineLearning #CustomAutomation #OperationalTransformation #ProfitMaximization #DataPipelines #EXTRACTUM

Our new #EngineeringBlog series starts today! In the first episode, Software Engineer Alexander Mundiñano gives you insights on how he is making our Calendar collaborative in real-time using #Redux and #OperationalTransformation: Read more: blog.optibus.com/how-im-maki… #developers

We recently helped Prayagraj Power Generation Company Limited set forth on the path of digitalization & generate value out of it. Contact us for Digitization. ecubix.com/ #ecubix #OperationalTransformation #PowerIndustry #PowerGeneration #digitaltransformation #IOT

#NelsonHall’s #Pharmaceuticals/#LifeSciences #OperationalTransformation Report focuses on how vendors delivering industry-specific services to pharmaceuticals/life sciences clients meet their requirements... #PharmaLSOps

A new #NelsonHall Vendor Evaluation & Assessment Tool (#NEAT) by @AlisaS_NH analyzes the performance of vendors offering #operationaltransformation services in the #pharmaceuticals/life sciences sector: research.nelson-hall.com/sou…

For our latest #report, @Zpryme and #Avertra surveyed 187 #utilities to further explore how these #digital utilities will harness the power of #workplace and #operationaltransformation. Take a sneak peek at one of the most powerful figures👇 #MiCustomer #cx #ux #AI #partner

Architas, a London headquartered global asset manager, has selected NeoXam’s DataHub platform to support an IT and operational transformation programme Details: ow.ly/5pV450FmAmi #ITTransformation #operationaltransformation #assetmanagement @architasmm @neoxamsoftware

Interested in realtime-able text editors like SlateJS or @quilljs? Hacked this project together to show myself that they can be run on a total order broadcast. * Apply ops 1 by 1 * Play with transformation order github.com/SamBroner/Quill_I… #Realtime #OSS #OperationalTransformation

Our @AlvarezMarsal #PrivateEquity #PerformanceImprovement website is live! Learn more about who we are, what we do, & our unique differentiators as a team: alvarezandmarsal-PEPI.com #FinancialServices #OperationalTransformation #Leadership #ValueCreation

ETCIO | Commvault Expands Global Center of Excellence in India #OperationalTransformation #DataRecovery #GlobalCenterOfExcellence #MicrosoftAzure #Commvault #CloudComputing cio.economictimes.indiatimes…

Curious to know how we drive operational excellence and cost savings for #financial services firms? Email us at transform@epiqglobal.com to learn more. #operationaltransformation