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Check out my New Podcast Episode Video on YouTube...😇😇
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deepvuinc · 2 months
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Embracing the Evolution: AI Planning Agents Assisting Human Planners
In the landscape of supply chain resilience and planning, a fundamental shift is underway—one that challenges traditional forecasting-centric approaches and embraces the transformative power of AI Decisioning Agents. Building upon the insights shared in my previous article, "Resilient AI Planning vs Human Planning," let's dive deeper into this unique relationship between AI decisioning agents and human planners in shaping the future of shock-resilient supply chain optimization.
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Reimagining Planning Paradigms
In the realm of supply chain planning, the mantra "demand planning is the backbone of our supply chain efficacy" echoes throughout boardrooms and planning sessions. Yet, as the complexities of global markets and dynamic environments continue to evolve, the efficacy of traditional forecasting models, that have inconsistent accuracy and are unresponsive to shocks, is being called into question.
Enter AI decisioning agents—a paradigm-shifting process that augments the capabilities of human planners by leveraging the power of AI, reinforcement learning with human feedback, digital twin simulations and knowledge graphs.
Unlike conventional forecasting models limited by human cognitive constraints and lacking scenario planning capabilities, AI decisioning agents possess the capacity to process vast datasets, simulate many diverse scenarios, and optimize decisions for business KPIs in real-time. No more focusing on model performance in terms of MAPE metric, but rather on business outcomes (OTIF, freight costs, inventory holding costs, labor costs etc.
Autonomous Resilient Planning in Action
At the forefront of this evolution is the concept of autonomous resilient planning—a framework characterized by the orchestration of multiple AI decisioning agents trained on digital twins that simulate normal and shock scenarios. These agents, informed by a rich tapestry of external signals and a comprehensive knowledge graph, empower human planners with AI-driven insights and recommendations.
Within this framework, human planners serve as orchestrators, wielding AI superpowers to navigate the intricacies of supply chain dynamics and risks. They define the shocks scenarios, current or contemplated, that matter to the business, and let the AI system map them fully to the dynamics of the value chain. Armed with real-time KPI impact assessments and scenario analyses, human planners can make informed decisions to approve/deploy, selecting the most applicable AI agent to address specific contexts and challenges.
Embracing Complexity, Embracing Innovation
The integration of AI decisioning agents into supply chain planning heralds a new era of resilience and adaptability—one where complexity is embraced as an opportunity for innovation. From demand forecasting and production planning to inventory management and order fulfillment, every facet of the supply chain ecosystem stands to benefit from the agility and foresight afforded by AI-driven decisioning.
Moreover, the continuous learning loop inherent in autonomous resilient planning ensures that the system evolves and adapts in tandem with dynamic market conditions and emerging risk events. By enriching datasets with a diverse array of external signals (the supply chain Knowledge Graph), organizations can capture the pulse of the world and proactively mitigate risks before they escalate into disruptions.
Join the Conversation
As we chart the course towards AI-driven autonomous resilient planning, it's essential to foster dialogue and collaboration within the supply chain community. Have you encountered challenges or success stories in deploying AI decision models within your organization? Are there specific use cases or scenarios you're curious about exploring?
I invite you to share your insights, questions, and experiences in the comments below or on our page DeepVu. Together, let's harness the transformative potential of AI decisioning agents and human expertise to forge a more resilient and agile future for supply chain management.
The convergence of AI-driven innovation and human diligence and ingenuity holds the key to unlocking unprecedented levels of resilience, efficiency, and sustainability across global supply chains. Let's embrace the evolution and reimagine the possibilities of supply chain planning in this exciting digital age.
In that light, and given the timeliness of this topic, we’re launching a new “Resilient Planning using AI” podcast in March, and we invite all senior planning executives to comment or  DM me directly on Linkedin or email ceo (at) deepvu (dot)co with their interest to participate.
It’ll be only 19min, with 9 questions that will be shared with everyone selected to interview well ahead of your scheduled date.
Thank you for joining us on this journey of exploration,  learning,  and growth.
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abcprintingcompany · 2 months
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Big Benefits of Launching a Business Podcast
The impact of podcasting worldwide cannot be overlooked, as it has established itself as a powerful tool for businesses to connect with their audience in an engaging and authentic manner. In this digital era, launching a business podcast provides numerous benefits that go beyond the conventional marketing channels. Read more about the big benefits of launching a business podcast in this blog.
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willsandtrusts · 4 months
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Tune into the 'Meet The Experts' podcast, hosted by Wills & Trusts founder David Batchelor. Dive into insightful conversations with a diverse range of industry experts, from central bankers to celebrity osteopaths. Subscribe now to catch monthly episodes and gain unique perspectives on various professional fields.
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cavedwellermusic · 10 months
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NEW CDM PODCAST EPISODE OUT NOW!!!
We sit down with Curtis Dewar and Aliyah Daye of C Squared Music and the Heavy Business Podcast. We discuss music PR and the broader music industry, going into detail on what bands should do in order to be successful in today's highly digital world. We also discuss Aliyah's band Shield of Wings, their journey so far and what they've done to find success. We also discuss the dos and don'ts of social media, fan and critic interaction best practice, and live show etiquette, along with a number of other topics.
Spotify:
YouTube:
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Apple Podcasts:
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outsourcingbpo · 11 months
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The Business Infrastructure show. Scale Tales From the Ground Up. How to build a call center? Podcast Episode #213
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Can you get Rich from Investing in Wine? with Anthony Zhang
In this episode I interview Anthony Zhang. Anthony is the Founder of vinovest.co, a rapidly growing platform that allows people all around the world to invest in wine and manage their investment entirely from their smartphone. With alternative investments exploding right now such as sports cards, NFTs, crypto currencies, I thought it would be powerful to interview an expert on wine since it has outperformed the S&P 500 for the last 30 years.
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Introducing... "OPERATION: Carpe Diem"
We did it! We launched a podcast, and we're
so, so excited to share it with you all!!!!
So what exactly is "OPERATION: Carpe Diem?"
It's a podcast dedicated to helping you achieve the most out of life and business, seizing and capitalizing on any and every opportunity for success!
As a business owner myself, I've always thought good business ideas don't have to come from traditional places. In fact, they should come from everywhere!
I am just as much inspired by pretty wedding pictures on Instagram as I am by a Tesla driving down the road. Heck, I have an episode releasing soon about how I use Tinder in my business. That's crazy, right?!
So, this podcast is for you if you're ready to take your life into your own hands, stop leaving the success of your business up to chance, and start recognizing your opportunities for success!
Our podcast is currently available to stream on Spotify and will be released on Apple and other major streaming platforms this week!
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Check out my new podcast episode on
YouTube...😇😇
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bizemagsblog · 2 years
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  China tightens data rules for online ride hailing firm
China`s transport ministry on Friday tightened existing rules governing how online ride-hailing firms should handle and share their data with regulators, a day after Didi Global was fined $1.2 billion for illegally collecting and processing data.
The new measures are an update to similar rules announced in 2018 and give the government more control over data collected by these private companies.
Data generated by ride-hailing platforms cannot be used for commercial purposes, must be stored for at least two years in China, compared to six months previously, and it cannot be exported or shown to outside entities without regulatory authorization.
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candlecoo-sideb-art · 2 months
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some quick sketches of my favorite lady Juno Steel.
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brettesims · 2 years
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I have a #podcast with my bestie about conscious entrepreneurship and you should listen to it!
"Fempreneur Friday is a conscious co-creating community and a live discussion with two female founders and best friends who authentically discuss conscious entrepreneurship! This is unedited, raw, and real talk! This is a safe space where consciousness meets entrepreneurship and where we align over hustle! We are here to elevate community and connect with you all! If you are ready to take your spirituality and business to the next level join us!"
xo Brette
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podcastuae · 2 years
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Madhav Dhar Podcast
Episode 92 is now out!
An exciting episode about Madhav Dhar's latest project ZaZEN Properties as well as his plans for the future. Visit https://thematrixgreenpill.com/.
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outsourcingbpo · 1 year
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Stand Out Get Noticed podcast introduces special guest Richard Blank Costa Rica's Call Center.[The C Method podcast Episode 283]
Stand Out Get Noticed podcast introduces special guest Richard Blank Costa Rica’s Call Center.[The C Method podcast Episode 283]
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filthyguts · 3 months
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this guy
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