@DigitalMachina

DIGITAL PRODUCT ENGINEERING COMPANY. WE HELP OUR PARTNERS TO REFRESH AND EXPEDITE THE BUSINESSES IN THE ERA OF DIGITAL REALITY AND EMERGING TECHNOLOGIES.

London, Bengaluru, KL, Kigali
Joined July 2021
Infographic By Himanshu Jha & in his words ➡️ Data Governance and AI Governance are related, but they are not the same. ↳ Data Governance focuses on trustworthy inputs: Data quality, ownership, access, privacy, and compliance. ↳ AI Governance focuses on trustworthy outcomes: Fairness, explainability, accountability, safety, and human oversight. In simple terms: ↳ Good data governance helps ensure reliable data. ↳ Good AI governance helps ensure responsible decisions and outcomes. Organizations need both. One builds the foundation. The other governs how AI creates impact. #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @mikeflache @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @bamitav @sijlalhussain
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How to level up your #Agentic business🚀🚀 Credit to Alex Barády Brady for the original engineering-focused framework. Infographic & as shared by Ranjana Sharma 🚀 From manual work to intelligent workflow execution. Here’s what this model shows: ✅ Level 0: AI absent ↳ Humans do everything manually. ✅ Level 1: AI curious ↳ AI acts like autocomplete. Helpful, but limited. ✅ Level 2: AI adopting ↳ AI drafts, summarizes, and supports the work. Humans still carry the workflow. ✅ Level 3: AI integrated ↳ AI starts executing parts of the workflow. Humans validate. ✅ Level 4: AI operational ↳ Agents begin owning repeatable workflow delivery. ✅ Level 5: Agentic enterprise ↳ Agents self-direct within clear goals, guardrails, and escalation points. #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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Agentic AI is reshaping tech services into 4 clear plays: enablers, packaged implementers, custom builders, and end-to-end disruptors. @McKinsey 🚀 The real edge? Matching your capability depth, data, engineering, and domain expertise to the right model. This isn’t just AI adoption. It’s strategic positioning. #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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Multimodal #Data in AI - #Health @sonu_monika
Your Health Story Is Multi-dimensional - So Should Be Your #AI Multimodal #Data in AI - #Health isn’t just about numbers on a chart, it’s a rich, evolving story shaped by #clinical records, lab results, imaging, #genomics, #lifestyle patterns, and more. Multimodal AI embraces this complexity, integrating diverse data streams to uncover deeper insights �🚀� 🚀 👉 The result? Smarter predictions, more precise interventions, and care that’s tailored to the whole you -> not just a part of you. Do share your thoughts :) #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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Your Health Story Is Multi-dimensional - So Should Be Your #AI Multimodal #Data in AI - #Health isn’t just about numbers on a chart, it’s a rich, evolving story shaped by #clinical records, lab results, imaging, #genomics, #lifestyle patterns, and more. Multimodal AI embraces this complexity, integrating diverse data streams to uncover deeper insights �🚀� 🚀 👉 The result? Smarter predictions, more precise interventions, and care that’s tailored to the whole you -> not just a part of you. Do share your thoughts :) #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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Your Health Story Is Multi-dimensional - So Should Be Your #AI Multimodal #Data in AI - #Health isn’t just about numbers on a chart, it’s a rich, evolving story shaped by #clinical records, lab results, imaging, #genomics, #lifestyle patterns, and more. Multimodal AI embraces this complexity, integrating diverse data streams to uncover deeper insights �🚀� 🚀 👉 The result? Smarter predictions, more precise interventions, and care that’s tailored to the whole you -> not just a part of you. Do share your thoughts :) #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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Digital Machina retweeted
People often use AI Agents and #Agentic AI interchangeably. They shouldn’t. 🚀 Credit Rushika Rai
Credit : Rushika Rai People often use AI Agents and #Agentic AI interchangeably. They shouldn’t. AI agents are built to do tasks. Agentic AI is built to drive outcomes. That one shift changes everything. ➡️Agents depend on instructions, operate within defined flows, and execute predictably. ➡️Agentic systems operate with context, memory, and goals -> planning, adapting, and coordinating as situations evolve. In simple terms: ➡️Agents respond. ➡️Agentic systems decide. #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @bamitav @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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People often use AI Agents and #Agentic AI interchangeably. They shouldn’t. 🚀 Credit Rushika Rai
Credit : Rushika Rai People often use AI Agents and #Agentic AI interchangeably. They shouldn’t. AI agents are built to do tasks. Agentic AI is built to drive outcomes. That one shift changes everything. ➡️Agents depend on instructions, operate within defined flows, and execute predictably. ➡️Agentic systems operate with context, memory, and goals -> planning, adapting, and coordinating as situations evolve. In simple terms: ➡️Agents respond. ➡️Agentic systems decide. #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @bamitav @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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Credit : Rushika Rai People often use AI Agents and #Agentic AI interchangeably. They shouldn’t. AI agents are built to do tasks. Agentic AI is built to drive outcomes. That one shift changes everything. ➡️Agents depend on instructions, operate within defined flows, and execute predictably. ➡️Agentic systems operate with context, memory, and goals -> planning, adapting, and coordinating as situations evolve. In simple terms: ➡️Agents respond. ➡️Agentic systems decide. #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai #agenticai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @bamitav @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @sijlalhussain
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Healthcare Dataverse - #Infographic We don’t have a #data problem in #healthcare. We have a data-intelligence problem. 🔥 The infographic mapped the Health Dataverse, where most of the data actually comes from in healthcare: ➡️ Genomics - A single genome sequence would take up about 200 GB, and global efforts may require ~40 exabytes of capacity by 2025. ➡️ Imaging - An MRI scan can generate up to ~3 GB of data, and imaging is now one of the largest drivers of hospital storage volume. ➡️EHRs - A large hospital can generate up to ~137 TB of clinical data per day and ~50 PB per year (much of it from EHRs + clinical systems). ➡️ Wearables - 1M wearable users = billions of data points per day. The result is staggering: we are producing more data than any other industry, but using almost none of it for decisions, care delivery, research, or prevention. If health data were oil, we’d be spilling 97% of it every single day. 🔥 #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #startups #OpenAI #HealthIT #WearableTech #DataScience #AI #MachineLearning #generativeai @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @ipfconline1 @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @DigitalMachina @healthinovatio1 @sonu_monika @bamitav @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect @adem_onar @sijlalhussain
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