Manish Garg
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Articles by Manish Garg
Why Insurance Claims Are More Complex Than Process Maps Suggest
Manish Garg is the cofounder and chief product officer at Skan.ai, an AI process intelligence platform. Ask where AI will change insurance first, and the answer is almost always the same: claims. It is the use case in every keynote and every board deck. It is also the one that disappoints most reliably once it reaches production. The pattern is familiar enough to be folklore. A carrier announces a multiyear transformation.
From Compliance to Competitive Advantage
How Intelligent Serialisation, Smart Factories, and CMO Partnerships Are Reshaping Global Pharmaceutical Supply Chains Moving products across a network spanning 29 manufacturing sites, 2500+ direct trading partners, and five regulatory regimes, pharmaceutical serialisation has become one of the industry's most consequential and least visible infrastructure problems.
Are Your AI Agents Failing At Real Work?
Manish Garg is the cofounder and chief product officer at Skan.ai, an AI process intelligence platform. I am sure this scenario seems familiar to most of you who work in enterprise AI: The pilot went well. The demo looked impressive. Then the agent went into production, hit its first real exception and did something confidently wrong. Don’t blame the model. Trying a newer one doesn’t work, either. Adding guardrails is good, but still not enough. Writing a better prompt doesn't really fix it.
Streamline external access to Amazon SageMaker MLflow using a REST API proxy
Artificial Intelligence Machine learning (ML) teams use MLflow to manage their ML lifecycle effectively. Amazon SageMaker MLflow provides comprehensive ML experiment tracking and model management capabilities. However, many enterprises have existing infrastructure requirements that need HTTPS-based integrations rather than direct SDK usage. Many organizations need to integrate Amazon SageMaker MLflow with their established systems while maintaining their security and infrastructure patterns.
Orbital-resolved imaging of coherent femtosecond exciton dynamics in coupled molecules
Abstract Optical excitation and control of excitonic wavepackets in organic molecules is the basis to energy conversion processes. To gain insights into such processes, it is essential to establish the relationship between the coherence timescales of excitons with the local electronic distribution in the molecules, as well as the influence of intermolecular interactions on exciton dynamics.
Manish Garg, PMP, PSM
How the zero-prefix collision will disrupt reimbursement, patient access, brand protection, and market intelligence — and what commercial leaders must do before 2033.
Enterprise AI Strategy Has A Design Problem, Not A Technology Problem
Manish Garg is the cofounder and chief product officer at Skan.ai, an AI process intelligence platform Various published research over the years and anecdotal evidence indicate the challenges of successfully deploying enterprise AI at scale and of generating measurable ROI. Of course, we can blame these failures on technology problems: bad data, immature models and integration complexity. And sure, those are real obstacles.
Reshaping Biologics Production Integrating Human Intelligence, AI, and Digital Twins for a Resilient Biologics Future
This article examines how biologics manufacturers can unlock a $176 billion biosimilars opportunity by integrating human expertise with AI, digital twins, and robotics. Framed through Industry 5.0, it explores scale-up risk, variability, cold-chain fragility, and regulatory complexity, arguing that governed human–machine symbiosis is now the defining architecture for resilient biologics production. BIOLOGICS MANUFACTURING | INDUSTRY 5.0 | BIOSIMILARS Biological medicines are not manufactured.
Steel structures are powering the next wave of India's data centre growth
Data Center 4 min read India's digital surge demands rapid data center expansion. Traditional construction methods are too slow, highlighting steel's potential for faster, adaptable, and sustainable builds. Embracing steel is crucial for India to meet escalating data needs and maintain its global digital competitiveness. Steel is an immensely viable option that can revolutionise India’s data centre construction, especially through techniques such as prefabrication and even modular construction.
Solar Energy Generation System Selection with Modified Intuitionistic Fuzzy Combined Compromise Solutions
Abstract With the rapid rise in global population and technological progress, energy consumption is increasing at an unprecedented rate, making the selection of reliable and sustainable energy sources essential. Solar energy, among various renewable options, stands out as a viable and widely accessible solution to address long-term energy challenges. However, selecting the most suitable solar energy generation system involves complex, multi-criteria decision-making under uncertainty.
Steel structures are powering the next wave of India's data centre growth
India's digital surge demands rapid data center expansion. Traditional construction methods are too slow, highlighting steel's potential for faster, adaptable, and sustainable builds. Embracing steel is crucial for India to meet escalating data needs and maintain its global digital competitiveness. Steel is an immensely viable option that can revolutionise India’s data centre construction, especially through techniques such as prefabrication and even modular construction.
Steel structures are powering the next wave of India's data centre growth
Industry 4 min read India's digital surge demands rapid data center expansion. Traditional construction methods are too slow, highlighting steel's potential for faster, adaptable, and sustainable builds. Embracing steel is crucial for India to meet escalating data needs and maintain its global digital competitiveness. Steel is an immensely viable option that can revolutionise India’s data centre construction, especially through techniques such as prefabrication and even modular construction.
Forged in steel: The metal that adds mettle to construction
Steel has remained deeply intertwined with economic progress, job creation, and even the rise of historical kingdoms for thousands of years. Better quality of steel has been a consistent demand among consumers. Steel’s ability to withstand the test of time allows the construction sector to reduce timelines by up to 50%. Its structural integrity and improvements over reinforced cement concrete make it a must-have for any construction activity – factories, airports, datacentres.
Pollution And COPD: Why Winters Are A Nightmare For Lung Patients
Fine pollution particles can penetrate deep into the lungs iStock Winters often bring a sense of relief from the heat, but for people living with Chronic Obstructive Pulmonary Disease (COPD), this season can be extremely challenging. A combination of cold air, rising pollution levels, and viral infections makes winter the most difficult time of the year for those with fragile lungs. Cold air itself is a major trigger.
The Rise Of The Intent-Driven Enterprise
Manish Garg is the cofounder and chief product officer at Skan.ai, an AI process intelligence platform. getty What would your organization accomplish if business intent could become business reality at the speed of thought? The technical foundation for intent-driven computing is emerging now—the competitive advantage belongs to those who recognize its potential first.
The Future is Connected: Scaling Digital & Data Public Infrastructure
Central Government Programme activities The techUK Central Government Programme provides a forum for government to engage with tech suppliers. We advocate for the govtech sector, evangelise tech as a solution to public sector challenges, facilitate market engagement, and help make the public sector an easier market to operate in. Visit the programme page here. Central Government updates Sign-up to get the latest updates and opportunities from our Central Government programme.
Future-Proofing Trade: Reimagining Global Commerce with AI and Data
techUK International Policy and Trade Programme activities techUK supports members with their international trade plans and aspirations. We help members to understand market opportunities, tackle market access barriers, and build partnerships in their target market. Visit the programme page here. Sign-up to get the latest updates and opportunities from our International Policy and Trade programme.
From Security to Sovereignty: How Technological Investment in National Security Catalyzes Economic Growth
National Security Programme activities techUK’s National Security programme leads the debate on emerging technologies which present opportunities to strengthen UK national security. Through a variety of market engagement and policy activities we assess the capability of these technologies against various national security threats. Visit the programme page here Online Webinar Online Industry Briefing Sign-up to get the latest updates and opportunities from our National Security programme.
Understanding Sadness: A Mind-Body Perspective
Sadness is more than just a passing emotion. It is shaped by a dynamic interaction between neurochemistry, hormonal balance, and our mental habits. Neurochemical Imbalance and Conditioning Dopamine Overload: Constant stimulation reduces the brain’s ability to feel joy from normal events, leading to restlessness and emotional flatness. • Cortisol: Persistent stress triggers excess cortisol, which disrupts emotional balance and heightens anxiety.
Why First-Party Data Is Key For Enterprise Agentic AI
Manish Garg is the cofounder and chief product officer at Skan.ai, an AI process intelligence platform. AI agents—capable of autonomous decision making and action—are emerging as transformative enterprise tools. While discussions about agentic AI often center on sophisticated algorithms and model architectures, one of the most critical—and often overlooked—foundations for successful implementation is robust first-party data infrastructure.
In the world of finance, we learn to categorize everything as either an asset or a liability. Assets are resources that add value and support our financial growth, while liabilities are burdens that drain those resources. This principle, though rooted in
In spiritual terms, an asset is anything that nurtures and supports your sadhana – your spiritual practice and growth. Conversely, a liability is anything that distracts, depletes, or pulls you away from this path. This classification extends beyond just material possessions; it includes your job, relationships, social obligations, thoughts, and even emotional patterns.
FDP+ Automation and Continuous Assurance: Embedding Intelligence Into NHS Operations
Senior Programme Manager, Emerging Technologies Rory joined techUK in June 2023 after three years in the Civil Service on its Fast Stream leadership development programme. During this time, Rory worked on the Government's response to Covid-19 (NHS Test & Trace), school funding strategy (Department for Education) and international climate and nature policy (Cabinet Office). He also tackled the social care crisis whilst on secondment to techUK's Health and Social Care programme in 2022.
Partnership firm ITR Not filed for 3 Year and want to cancel PAN - ITR - Income Tax
Dhirajlal Rambhia (SEO Sai Gr. Hosp.) (184236 Points) Replied 26 March 2025 To cancel the PAN card of your partnership firm, you can follow these steps: Notify the Assessing Officer: As per Section 176(3) of the Income Tax Act, you need to inform the Assessing Officer (AO) about the discontinuation of the business within 15 days of cessation. This is a mandatory step.
Guest blog: Emerging technologies for a resilient UK
Guest blog by Manish Garg, Managing Director at VE3. Technology’s role in mitigation As extreme weather events become more frequent and severe, climate mitigation is essential for the UK. The country faces severe climate challenges, such as flooding, heatwaves, and extreme storms, which put tremendous pressure on infrastructure, public health, and the economy.
Navigating transfer pricing challenges in the UAE
The UAE Federal Tax Authority (FTA) has introduced Federal Decree-Law No. 47 of 2022, Chapter 10 of which focuses on “Transactions with Related Parties and Connected Persons”. In line with this, the FTA issued the Transfer Pricing Guide (the TP Guide) on October 23 2023, offering practical insights on transfer pricing regulations under the UAE Corporate Tax Law.
The road to a smarter state: Leveraging technology for public sector transformation
In an increasingly digital world, the concept of a smarter state has emerged as a pivotal framework for modern governance. A smarter state leverages cutting-edge technologies to enhance public services, improve efficiency, and foster a more inclusive and sustainable society. This evolution is not just a trend but a necessity for addressing contemporary challenges and meeting citizens' rising expectations.
EarnUp Launches AI Advisor, An On-Demand Financial Guru Empowering Users With Hyper-Personalized Insights & Guidance
EarnUp Inc., a financial wellness fintech company, announced today its newest product, AI Advisor, the industry’s first and only always-on AI-powered financial guru that helps to automate end-to-end consumer financial wellness. From expert advice to seamless execution, AI Advisor provides financial institutions with the ultimate customer engagement tool.
All You need to know about AI adoption in Criminal Justice
Head of Justice and Emergency Services, techUK Georgie joined techUK as the Justice and Emergency Services (JES) Programme Manager in March 2020, then becoming Head of Programme in January 2022. Georgie leads techUK's engagement and activity across our blue light and criminal justice services, engaging with industry and stakeholders to unlock innovation, problem solve, future gaze and highlight the vital role technology plays in the delivery of critical public safety and justice services.
Empowering the Financial Journey: From Open Banking to Open Finance
The financial industry is undergoing a metamorphosis, driven by the transformative potential of open banking and the burgeoning promise of open finance. Open banking empowers consumers by granting them control over their financial data, enabling them to securely share it with third-party providers (TPPs) to access a plethora of innovative financial services. Open banking was the starting line, and now, the race toward open finance represents the crucial next phase in this ongoing transition.
Council Post: Five Hurdles To AI-Powered Knowledge Accessibility And Ways To Overcome Them
Manish Garg is the cofounder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. In my previous article, I shared how AI can truly transform knowledge accessibility within enterprises. To bring you up to speed, here is a quick recap: AI can precisely anticipate the information needs of digital workers and understand why they need it without them making explicit requests.
AI in the Energy Sector : Our Response to Ofgem’s AI Consultation
At VE3, we are at the forefront of integrating Artificial Intelligence (AI) into the energy sector to drive innovation, enhance efficiency, and promote sustainable practices. Recently, we had the opportunity to participate in Ofgem’s consultation on the use of AI within the energy sector.
Elections and Alliances: The UK's Geopolitical Outlook in a Transforming World
As the world braces for a pivotal year, 2024 stands out with an unprecedented number of elections—64 countries and the European Union are poised to head to the polls. This global electoral frenzy is not just a spectacle of democracy in action but a series of events with profound implications for international relations and trade policies. For the United Kingdom, emerging from the shadows of Brexit, these elections could redefine its geopolitical and economic landscape.
Power of Confidential Computing - Fortifying Generative AI Adoption
Generative AI, powered by advanced machine learning algorithms, has revolutionized various industries, from art and design to healthcare and finance and has the potential to change everything. Their powerful models, have the remarkable ability to create realistic, human-like content, but they also raise concerns regarding data privacy and security. Enterprises are now confronted with a plethora of novel and critical questions that demand careful consideration.
Council Post: Can AI Truly Transform Digital Workers’ Knowledge Accessibility?
Manish Garg is the cofounder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. Gartner researchers report that "47% of digital workers struggle to find the information needed" for day-to-day business operations, highlighting a critical gap in knowledge accessibility. Current tools—knowledge management repositories and digital adoption platforms (DAPs)—are often limited by poor search functions and outdated content.
The Healthiest People On The Earth Don’t Go To The Gym
What do you think, going to the gym is meant to fitness? Well, If you want to be healthy as much as possible, there are no treadmill sprints or hoisting hefty weights required. If you’ve always linked being fit with hitting the gym, maybe it’s time to switch up your thinking. Studies reveal there’s absolutely no need to carry around any guilt about it. As demonstrated by the American Cancer Society, researchers have found that walking for 50-60 minutes per day can help one to be perfectly fit.
Council Post: Four Core Considerations To Harness The Power Of AI Within Enterprises
Manish Garg is the cofounder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. According to the , the global artificial intelligence (AI) adoption rate is 35%—a four-point increase from the previous year. Furthermore, 44% of respondents are actively working to embed AI into their businesses.
An approach to quantum resilience: Navigating to a new frontier
An approach to quantum resilience: Navigating to a new frontier Guest blog by Manish Garg, Director at VE3 #techUKCyber2023 Quantum computing is on its way to shape a new digital world. It will come with a paradigm shift by revolutionizing how data gets processed and stored. The internet and the web will soon see a new phase. That is because of the inexorability of quantum computing developments. Within a decade or two, quantum computers will be in their market price and personal computer shape.
Council Post: Generative AI: The Think Tank Transforming Business Efficiency
Manish Garg is the cofounder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. McKinsey analysts identified 63 generative AI use cases spanning 16 business functions, potentially delivering up to $4.4 trillion in annual economic benefits. Unlike traditional AI, which adheres to an established playbook, generative AI acts like a strategic think tank.
Imaging and controlling coherent phonon wave packets in single graphene nanoribbons - Nature Communications
Abstract The motion of atoms is at the heart of any chemical or structural transformation in molecules and materials. Upon activation of this motion by an external source, several (usually many) vibrational modes can be coherently coupled, thus facilitating the chemical or structural phase transformation. These coherent dynamics occur on the ultrafast timescale, as revealed, e.g., by nonlocal ultrafast vibrational spectroscopic measurements in bulk molecular ensembles and solids.
Navigating the Complexities of Securitization Accounting Rules
Securitization, an act of issuing securities backed by a pool of revenue-producing assets, has existed for more than half a century. What started as an attempt to make the American Dream accessible has exploded, with securitized products now saturating the fixed-income assets market. Some key benefits of securitization are the lower cost of funds, monetization of assets, and non-recourse to the originator or seller of the receivables.
Navigating the Complexities of Securitization Accounting Rules
Securitization, an act of issuing securities backed by a pool of revenue-producing assets, has existed for more than half a century. What started as an attempt to make the American Dream accessible has exploded, with securitized products now saturating the fixed-income assets market. Some key benefits of securitization are the lower cost of funds, monetization of assets, and non-recourse to the originator or seller of the receivables.
Council Post: Seven Ideas To Manage Your Company In A Recessionary Environment
Manish Garg is the cofounder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. As 2022 winds down and we approach a new year, macroeconomic headwinds are evident. Most countries and corporations are struggling amid high inflation, supply chain constraints, post-pandemic blues and weakening demand in some sectors, leading to recessionary fears.
Seven Ideas To Manage Your Company In A Recessionary Environment
Article Details Category: StartupsTechnology Markets: Topics: Source Website Secure: Yes (HTTPS) News Sentiment: Negative Fact Checked: Legitimate Article Type: News Report Published On: 2023-01-03 @ 09:00:00 (1 days ago) News Timezone: GMT -5:00 Ranking: #1739 (out of 2731 stories this day) News Source URL: forbes.com Language: English Article Length: 19 words Reading Time: 1 minutes read Sentences: 54 lines Sentence Length: 1 words per sentence (average) Platforms: Desktop Web, Mobile Web,...
Council Post: Fixing The Ugly Underbelly Of Enterprise Operations
Manish Garg is the cofounder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. Companies are spending billions of dollars in aggregate in pursuit of improving customer experiences and, in turn, seeking to influence their NPS (net promoter score). An increase in NPS can also influence your top-line growth. Of course, this depends on your industry, your baseline revenue and other factors.
Fixing The Ugly Underbelly Of Enterprise Operations
Article Details Category: StartupsTechnology Markets: Topics: Source Website Secure: Yes (HTTPS) News Sentiment: Neutral Fact Checked: Legitimate Article Type: News Report Published On: 2022-12-08 @ 06:45:00 (21 hours ago) News Timezone: GMT -5:00 Ranking: #1366 (out of 3351 stories this day) News Source URL: forbes.com Language: English Article Length: 25 words Reading Time: 1 minutes read Sentences: 39 lines Sentence Length: 1 words per sentence (average) Platforms: Desktop Web, Mobile Web,...
Council Post: Eight Principles To Improve The Effectiveness Of Automation Endeavors
Manish Garg is the cofounder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. “Efficiency is concerned with doing things right. Effectiveness is doing the right things,” according to Peter Drucker. The entire edifice of automation is built on the premise of eliminating inefficiencies. For example, processing an invoice can cost $10 to $20 per instance, depending on various factors. Hence, it may be a perfect candidate for automation.
Council Post: Leveraging Value Management As A Force Multiplier
Manish Garg is the co-founder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. Research and analysis by McKinsey reveal about 70% of transformation efforts fail. So, assuming your firm belongs to the minority of the 30% where transformation doesn't fail, the critical question is whether you realize the value of the technology investments.
Council Post: Strategic Insights From Enterprise Operations
Manish Garg is the co-founder and chief product officer at Skan.ai, a computer-vision-based process intelligence platform. "To acquire knowledge, one must study; but to acquire wisdom, one must observe." —Marilyn vos Savant From the time of Frederick Winslow Taylor and the advent of scientific management, companies focused on standardization and automation (or mechanization) as the corporate nirvana. Don't get me wrong—they are worthy goals and have a time and place in operational optimization.
Enterprise Use Cases For Computer Vision
Manish Garg is the Co-founder and Chief Product Officer at , a computer-vision-based process intelligence platform. Computer vision conjures up thoughts of autonomous vehicles and facial recognition for many of us. Indeed, billions of dollars have gone into the research and development of such systems. Yet while there is significant promise and progress, the areas are also fraught with technical challenges and moral quandaries. What is computer vision?
Council Post: Automation Is Not A Panacea For What Ails The Enterprise
Manish Garg is the Co-founder and Chief Product Officer at Skan.ai, a computer-vision-based process intelligence platform. getty In recent years, thanks to vendors marketing robotic process automation (RPA) tools as a panacea and corporate executives seeking a silver bullet for what ails the enterprise, you can find automation projects galore.
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