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Entrou em Haziran 2022
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Dr. Monika Sonu I Founder Healthinnovationtoolbox
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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Dr. Monika Sonu I Founder Healthinnovationtoolbox
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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Dr. Monika Sonu I Founder Healthinnovationtoolbox
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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Dr. Monika Sonu I Founder Healthinnovationtoolbox
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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Dr. Monika Sonu I Founder Healthinnovationtoolbox
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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Dr. Monika Sonu I Founder Healthinnovationtoolbox
The #Innovation Excellence Framework (based on ISO 56001) turns innovation into a structured, repeatable system, from idea generation to execution and impact. 🚀🚀🚀 It aligns strategy, partnerships, and data-driven decisions across Plan–Do–Check–Act cycles to drive sustainable innovation outcomes.A practical blueprint for organizations to move from random innovation to disciplined innovation management. #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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Dr. Monika Sonu I Founder Healthinnovationtoolbox
Decentralised Clinical Trials - bring research to the patient’s doorstep, powered by digital platforms, remote monitoring, home health services, and real-time data capture - to make trials faster, more inclusive, and patient-centric. With digital platforms enabling better data sharing and transparency, how do we rebuild trust between patients, providers, and trial sponsors? #startup #biotech #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #mhealth #startups #OpenAI #HealthIT #ChatGPT账号 #WearableTech #DataScience #AI #Africa #MachineLearning #DataBreach #generativeai @danfiehn @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @enilev @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect
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Healthcare Dataverse - #Infographic alert 🚀🚀🚀 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. 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. 🔥 #startup #biotech #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #mhealth #OpenAI #HealthIT #ChatGPT账号 #WearableTech #DataScience #AI #Africa #MachineLearning #DataBreach #generativeai #healthcare @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @bimedotcom @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @enilev @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect
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Domingo Narvaez
Domingo Narvaez@domingonarvaez1·
Dr. Monika Sonu I Founder Healthinnovationtoolbox@sonu_monika

12 #AI agents redefining enterprise efficiency 🚀@DigitalMachina Artificial Intelligence (AI) agents are revolutionizing enterprise operations by automating tasks, enhancing efficiency, and enabling data-driven decision-making. These few examples illustrate how AI agents are transforming various sectors within enterprises, leading to significant time and cost savings. What do you think? Do share your thoughts :) #startup #biotech #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #mhealth #startups #OpenAI #HealthIT #ChatGPT账号 #WearableTech #DataScience #AI #Africa #MachineLearning #DataBreach #generativeai @danfiehn @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @enilev @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect

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Dr. Monika Sonu I Founder Healthinnovationtoolbox
12 #AI agents redefining enterprise efficiency 🚀@DigitalMachina Artificial Intelligence (AI) agents are revolutionizing enterprise operations by automating tasks, enhancing efficiency, and enabling data-driven decision-making. These few examples illustrate how AI agents are transforming various sectors within enterprises, leading to significant time and cost savings. What do you think? Do share your thoughts :) #startup #biotech #technology #ArtificialIntelligence #automation #chatgpt4 #OpenAIChatGPT #data #healthtech #IoT #technology #5G #telehealth #digitalhealth #mhealth #startups #OpenAI #HealthIT #ChatGPT账号 #WearableTech #DataScience #AI #Africa #MachineLearning #DataBreach #generativeai @danfiehn @bimedotcom @chidambara09 @RLDI_Lamy @JagersbergKnut @BetaMoroney @EstelaMandela @CurieuxExplorer @antgrasso @ArchimedesInte2 @enilev @Nicochan33 @IanLJones98 @AlbertoEMachado @FrRonconi @SKodineya @rafael52987 @jeancayeux @healthinovatio1 @sonu_monika @Eli_Krumova @Analytics_699 @SiddharthKS @sulefati7 @devaang @theomitsa @SegundoConnect
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