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IIM Udaipur Leads the Conversation on ‘Beyond AI’ at the Second Edition of D’Future: India Digital Conclave

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MUMBAI, India, Jan. 20, 2025 /PRNewswire/ — The Indian Institute of Management, Udaipur (IIMU), successfully hosted the second edition of the D’Future: India Digital Conclave at the Jio World Convention Centre, Mumbai on January 17, 2025. This landmark event brought together policymakers, researchers, practitioners, business leaders, entrepreneurs and changemakers to delve into the theme: ‘Beyond AI: The Next Frontier in Digital Transformation.’

The one-day conclave served as a dynamic platform to explore cutting-edge insights into innovation and technology, offering a glimpse into how digital transformation is reshaping industries such as Manufacturing, Logistics, Finance, Aviation, Healthcare, Media, Entertainment, Sports and beyond. With engaging panel discussions, thought-provoking keynote addresses, and impactful networking opportunities, IDC-2025 reinforced its commitment to driving meaningful conversations around the future of technology.

The conclave marks yet another significant milestone in IIM Udaipur’s dedication to fostering collaboration and thought leadership in the rapidly evolving digital landscape.

The event commenced with an address by Prof. Ashok Banerjee, Director, IIM Udaipur. In his inaugural speech, Prof. Ashok Banerjee, Director of IIM Udaipur, emphasised the institute’s pioneering efforts in fostering sustainability, innovation, and digital transformation. He highlighted IIM Udaipur’s leadership in renewable energy, with 20% of its energy sourced from renewables, projected to reach 45% by year-end, and its goal of achieving carbon neutrality by 2030. Prof. Banerjee also spoke about the institute’s Digital Enterprise Management (DEM) program, which integrates academic rigour with real-world industry interactions to prepare students for emerging trends. Concluding his address, Prof. Banerjee reiterated IIM Udaipur’s commitment to leading India’s digital and sustainable transformation journey by leveraging innovative education, impactful research, and strategic partnerships.

In his keynote address, P. Vasudevan, Executive Director at the Reserve Bank of India (RBI), highlighted the multifaceted challenges and opportunities in integrating AI into everyday life. He emphasised the critical role of transparency in AI decision-making to ensure financial inclusion and cautioned against the risks of financial exclusion if AI models lack accountability. Mr. Vasudevan discussed concerns such as deepfakes, false simulations, and the gap between AI ideation and execution, using fraud detection and speech-to-text AI as examples. Concluding his address, Mr. Vasudevan spotlighted India’s potential in the global AI landscape, supported by initiatives like AIRAWAT, a sophisticated AI research and cloud platform, and the DPDP Act, which will play a pivotal role in shaping the future of digital governance. He urged stakeholders to focus on solving challenges in AI integration rather than discarding solutions that don’t initially work, reiterating the importance of collaboration through PPP models for self-reliance and sustainable progress.

For the session ‘Research at the Intersection of AI and Human Beings’, international researcher Prof. Mohan Kankanhalli, in his insightful session on “Harnessing AI for Societal Good,” explored how AI can address both grand and emerging challenges. He outlined guiding principles for mission-driven research, emphasising real-world impact, measurable improvements, and deployment pathways beyond academic papers. Prof. Kankanhalli also addressed smaller, critical challenges like detecting harmful social media content and creating safe large language models (LLMs). Sharing his research, he delved into advancing multimodal LLMs, ensuring fairness in AI, and exploring innovative concepts like machine unlearning and anti-sample creation to counter biases. The speaker concluded by highlighting AI’s immense potential for societal good, tempered by the need to mitigate its downsides in areas like facial forging and ensuring ethical development.

In his session on ‘Frontiers Between Language and Reasoning,’ Prof. Soumen Chakrabarti discussed the fascinating relationship between AI and the human brain. He emphasised that the human brain’s strength lies in the dynamic retrieval and linkage of information, which is essential for reasoning. Prof. Chakrabarti highlighted the importance of training AI to mirror these processes, particularly through graphical and logical understanding, enabling AI systems to form meaningful connections between queries, passages, and complex data representations like HTML tables. He also delved into the intricacies of training large language models (LLMs), showcasing detailed examples of how knowledge graphs and formal logic can enhance AI’s reasoning capabilities. According to Prof. Chakrabarti, AI needs to go beyond natural language for reasoning tasks, relying on graphs and tables to communicate complex reasoning steps effectively. His talk emphasised that integrating graph matching and sub-graph retrieval would be critical in advancing AI systems for tasks requiring sophisticated reasoning.

In the engaging panel discussion, ‘Artificial Intelligence and Human Instincts,’ moderated by Shiv Shivakumar, Chairman at MTPL, an Advent Company, panellists shared their perspectives on the evolving role of AI across industries. The esteemed panelists included Apurva Mankad, Founder of WebXpress, Jayanta Banerjee, Group and Global CIO at Tata Steel Limited, Khushboo Aggarwal, Founder of Zyla Health, and Neetan Chopra, Chief Digital & Information Officer at Indigo Airlines. The discussion began with a lighthearted exploration of how ChatGPT would introduce each panellist, leading to a lively debate about AI’s capabilities to provide personal touches. The panellists further discussed the practical aspects of introducing AI within organisations, focusing on starting small, building awareness, and establishing business cases for AI adoption. They also shared insights from their industries on AI’s impact on skills, job roles, and employee productivity, focusing on Manufacturing, Aviation, Logistics, and Healthcare, where AI helps reduce burnout among caregivers. The conversation also covered key topics such as cloud investments, data security, and AI compliance, emphasising building a sustainable and secure AI ecosystem.

In a compelling session on Corporate Success Stories, Amitav Sinha, Director General of the Central Board of Direct Taxes, shared insights into transformative projects that have revolutionised the income tax system in India. Reflecting on his journey with the core team of business process re-engineering, he highlighted how technology has come a long way to being leveraged to tackle underreporting and non-reporting of income. Initiatives such as mismatch detection systems, enabling taxpayers to update discrepancies with minimal charges voluntarily, have significantly enhanced compliance. Mr. Sinha detailed key milestones like establishing Centralized Processing Centers (CPCs), enabling seamless integration of filing and processing systems, and achieving a remarkable processing rate of 9,600+ ITRs per minute. He also discussed the role of AI/ML in reducing litigation by assisting officers with uniform decision-making, predicting advanced taxes, and ensuring faceless assessments. These innovations have not only streamlined operations but also set a roadmap for enhancing transparency and efficiency in tax administration.

In the second session on Corporate Success Stories, Kanchan Bhonde, Product Strategy Head at Makers Lab and Assistant Vice President at Tech Mahindra, showcased groundbreaking projects that bridge the divide between technology creators and users. She shared an inspiring story of overcoming language barriers to empower innovative solutions for malnutrition in India, emphasising the critical role of AI-driven tools in breaking barriers to progress. Ms. Bhonde discussed transformative initiatives like Antmanirbhar Krishi, which leverages large language models (LLMs) to empower farmers with self-reliance. Highlighting challenges unique to India, such as underrepresented dialects, her team developed a model with 1.2 billion parameters that supports 37 Hindi dialects. Despite limited data—40% of which was unusable—they achieved remarkable results with a sustainable, cost-effective model. Additionally, she introduced Project Indus, showcasing real-time applications of generative AI on edge, tested in multi-agent scenarios and open-sourced for broader impact.

As part of this transformative event, the Startup Show offered a dynamic platform for discussing AI’s potential to revolutionise industries. Moderated by Bikram Mahajan, Partner at Unicorn India Ventures, the session featured Abhay Pandey, Venture Capitalist at A91 Partners, alongside startup leaders Abhilash Chakraverty (Larkai), Amit Srivastava (Constems AI), Aniruddha Banerjee (SwitchOn), and Samyak Jain (Zeko AI). Together, they shared their perspectives on AI’s current and future role in reshaping industries like manufacturing, healthcare, and digital marketing.

Discussions highlighted AI’s ROI potential, acknowledging that while some sectors need more time to fully realise returns, industries like healthcare and legal services are on the cusp of breakthroughs. Computer vision was identified as a game-changer in manufacturing, enabling defect-free production and contextual analysis of supply chains. Panelists also discussed India’s strength in data warehousing and application development, emphasising the nation’s growing investment in AI infrastructure and its capability to train models cost-effectively.

Challenges like privacy regulations, clean data usage, and the rising infrastructure cost were addressed, along with strategies for balancing volume and value in scaling AI solutions globally. Panelists also explored digital twins in the U.S. market, showcasing zero-defect models as the starting point for AI innovation in manufacturing. This session underscored the significance of social responsibility, standardisation in large models, and leveraging AI as a co-pilot for progress, ensuring a sustainable and inclusive future in the AI era.

Opening the session on AI in Sports and Entertainment Mr. Prateek Garg, Managing Director at Marigold Park Capital, highlighted India’s diverse streaming ecosystem and the democratisation of the value chain, emphasising AI’s role in delivering hyper-personalized content (n=1 experiences) and its potential to position media as a major contributor to GDP. He encouraged professionals to embrace AI rather than fear it, noting the shift from video as a profit centre to fandom as the ultimate goal. The speaker highlighted that by focusing on audience preferences and leveraging AI to lower production costs, increase efficiency, and shorten turnaround times, the industry can unlock unprecedented opportunities to capture consumer attention and reduce risks. Mr. Garg spotlighted monetisation as a key area of disruption, with hyperlocal targeting and contextual ad placements offering significant potential. He explained that AI also enables predictive tools to detect subscriber churn and empowers faster experimentation with new concepts. The speaker emphasised the importance of cultivating new talent pools capable of embracing AI and structuring teams to foster innovation, adaptability, and risk-taking. This approach, he argued, is crucial to staying ahead in the evolving AI-driven entertainment landscape.

Mr. Ramakrishnan Subramanian (Ramky S), Founder of Sportsmechanics, delivered a compelling talk on how AI is revolutionising the world of sports and entertainment. Drawing from his dual passion for sports and technology, Mr. Subramanian illustrated how AI reshapes athlete development, fan engagement, and operational efficiency. He highlighted the challenge of bridging the gap between 20 million aspiring cricketers in India and only 3,000 traditional coaches. AI is unlocking untapped potential by offering virtual coaching tools where players can upload videos and receive personalised guidance to accelerate skill development.

On the entertainment side, the speaker showcased how AI-driven analytical tools are not only empowering teams but also enhancing fan engagement. He pointed out that with 1.2 billion cricket followers globally, 90% of them in India, the potential for hyper-personalized fan experiences is immense. Mr. Subramanian stressed the importance of building smart, self-owned community platforms that give fans control over their content preferences, boosting viewership and revenue opportunities.

About IIM Udaipur

IIM Udaipur is well on its way to becoming a globally recognised B-School. It has broken new ground by focusing on world-class research and transforming students into tomorrow’s managers and leaders. The Institute arrived on the global education stage by securing accreditation from the AACSB (Association to Advance Collegiate Schools of Business) in merely eight years of its establishment. With this accreditation, IIM Udaipur is counted in the same league of global institutes, such as Harvard Business School, Wharton School at the University of Pennsylvania, and the MIT Sloan School. IIMU has been listed on the Financial Times (FT) Global MIM Ranking 2024 for the 6th consecutive year, making it the only IIM to have achieved this feat. In the QS Global MIM Ranking 2025, IIM Udaipur stands as the 6th highest-ranked IIM and continues to maintain its listing for the 6th year in a row, reinforcing its global standing. Notably, it is also the youngest B-School in the world to be featured in both rankings. Additionally, IIM Udaipur ranks 4th in India for research in management, according to the UT Dallas methodology, which tracks publications in leading global journals, showcasing its excellence in academic research.

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Notari launches Founder Edition N1 Pro AI Notetaker, an AI notetaking system that makes the transcript a starting point for deeper thinking

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Founded by Keychron Co-Founder Paul Tan, Notari pairs a sleek recording device with an AI workspace that helps users question, develop and act on what they capture

AUSTIN, Texas, Oct. 27, 2026 /PRNewswire-PRWeb/ — Today, Notari launched direct-to-consumer sales for N1 Pro AI Notetaker, an AI notetaking system designed to function as a thinking partner for conversations, meetings and personal ideas. The system consists of two components: a credit-card-sized recorder and an AI-powered app. The Founder Edition is available through an early-access program at notarilabs.com for a limited-time introductory price of $129.99 USD (MSRP $189 USD) in the United States and U.S. territories, with additional countries planned.

Our goal at Notari is to bring transcription capabilities to more people and organizations, giving them an easier, more customizable way to connect real-world information with their own AI.

At just 0.17″ (4.4 mm) thick, the N1 Pro AI Notetaker recorder is a device that attaches magnetically to the back of a smartphone and captures conversations, meetings, lectures and thoughts at the press of a button. Recordings are stored locally, and a built-in contact microphone can capture the other side of phone calls without requiring speaker mode. The Notari AI Notetaker software turns recordings into searchable transcripts and structured summaries, then provides an AI workspace where users can question the material, develop ideas and decide what comes next.

How N1 Pro AI Notetaker extends beyond the transcript

While many AI notetakers can reduce the work involved in recording, transcribing and summarizing conversations, N1 Pro AI Notetaker is designed to help users continue working with that information.

Key capabilities of the system include:

Record locally before deciding what to process: The recorder includes 32GB of local storage and does not require an internet connection while recording. Users always choose which files to transfer for transcription and AI processing in the app.Capture virtual meetings without a bot: Desktop recording captures system audio and in-person sound without requiring a bot to join the call.Move from recording to structured information: The app distinguishes between different speakers and turns recordings into searchable transcripts and structured summaries that users can correct and edit.Ask questions and develop ideas: Users can query captured material to retrieve details, identify unresolved issues and examine alternative perspectives, then use AI to develop what they learn further.Choose between multiple AI models: Users can select ChatGPT, Gemini or Grok through integrations managed by Notari.Option to use the software without the hardware: Notari AI Notetaker can be used independently of the recording device, with recording handled in-app.

“Our goal at Notari is to bring transcription capabilities to more people and organizations, giving them an easier, more customizable way to connect real-world information with their own AI,” said Paul Tan, Founder and CEO of Notari, Co-Founder and former COO of Keychron. “That connection gives AI the context it needs to better support us.”

A personal knowledge system built around user-controlled information

The recording device measures 3.58″ × 2.32″ × 0.17″ and weighs just 54.8g. Four MEMS microphones capture ambient audio, with best recording performance within five metres and recording at distances of up to nine metres under suitable indoor conditions. A 660 mAh battery supports up to 40 hours of continuous recording and up to 60 days of standby time, with approximately two hours required for USB-C charging. Available in Space Black and Silver, the device includes a magnetic adapter ring, USB-C charging cable and one-year limited warranty. A built-in screen indicates when recording is active.

Notari AI Notetaker is available via iOS mobile app (Android coming in November) and web browser, with dedicated desktop apps planned.

The Founder Edition N1 Pro AI Notetaker recorder includes unlimited free standard-model transcription for life on recordings made directly with the device, one complimentary month of the Pro Plan, and access to the Founder Community, where early customers can suggest ideas, provide feedback and vote on future features. With its core features in place at launch, N1 Pro AI Notetaker will continue to evolve through additional features and improvements planned for upcoming releases.

Free and paid subscription plans are also available, including the Plus Plan ($14.99 USD per month) with 2,000 credits for advanced transcription models, and the Pro Plan ($29.99 USD per month), which includes unlimited standard-model transcription and 4,000 advanced-model credits. Files selected for transcription and AI processing are uploaded to Notari’s AWS cloud infrastructure, where data is encrypted in transit and at rest. Users can delete individual recordings and other content from Notari’s servers, and user data is not used to train AI models.

“Too many products are built around restrictions,” continued Tan. “We created Notari to give users the most freedom in how they record, transcribe and work with AI so they can spend less time navigating limitations and more time making better decisions and doing better work.”

Media wishing to interview Notari personnel should contact PR agent Borjana Slipicevic at Proper Propaganda.

About Notari

Notari builds connected hardware and software tools that help people capture information, think clearly and develop ideas over time. Founded by Paul Tan, Co-Founder and former COO of Keychron, where he led product design and innovation, Notari brings together a multidisciplinary team of engineers, designers, writers, developers and thinkers. With backgrounds spanning product design, filmmaking and software development, the team draws on its own experience creating and building products to develop the next generation of notetaking and document tools for capturing information, developing ideas and supporting creative work.

Media Contact

Borjana Slipicevic, Proper Propaganda, 1 7788582595, borjana@properpropaganda.net, properpropaganda.net

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Regional Center of Orange County Honors Business Champions for Employees with Developmental Disabilities

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SANTA ANA, Calif., Oct. 27, 2026 /PRNewswire/ — Regional Center of Orange County (RCOC) has honored the following seven Orange County businesses as champions for employees with developmental disabilities.

Discovery Cube (Santa Ana)
Grocery Outlet (Anaheim and Long Beach)
Lamppost Pizza (Orange)
Oakley (Irvine)
Heroes Hall – OC Fairgrounds & Event Center (Costa Mesa)
Provider Contract Food Services (Fullerton)
Walgreens (Anaheim)

Decades ago, few people with developmental disabilities were able to get paying work. Many who had jobs were employed in what were sometimes called “sheltered workshops.” These types of workplace settings (which are no longer eligible for Regional Center funding) included only adults with disabilities and were isolated from the broader community.

“Now we take for granted that people with disabilities can and should be able to work alongside coworkers without disabilities,” said RCOC Executive Director Larry Landauer. “But individuals we serve continue to face challenges, so it’s important for us to recognize role-model employers like our honorees who know the benefits of including people with developmental disabilities in their workforces.”

Several years ago, the RCOC Board of Directors adopted an Employment First policy that makes competitive integrated employment the first option for the working-age adults RCOC serves. This aligns with the state policy that also favors inclusive employment. Toward that end, RCOC and its network of service providers partner with businesses of all sizes, community organizations and government agencies throughout Orange County to identify job opportunities and then match individuals’ skills, talents, abilities and interests with the right job and the right employer.

The businesses honored at this event received certificates from the offices of Assemblymember Diane Dixon, Assemblymember Cottie Petrie-Norris and Assemblymember Avelino Valencia.

For more information on the advantages of hiring adults with disabilities, visit RCOC’s Employment First and RCOC’s Employment for People with Developmental Disabilities web pages.

About Regional Center of Orange County: Regional Center of Orange County is the private, nonprofit organization contracted by the State of California to coordinate lifelong services and supports for more than 29,000 Orange County residents with developmental disabilities and their families. The Regional Center is the first stop for those seeking to obtain local services and supports to help them live safely and with dignity in the community. Developmental disabilities include intellectual disabilities, autism, epilepsy and cerebral palsy. Learn more at www.rcocdd.com.

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Dotwork Acquires Arcario Group to Accelerate Adoption of Its AI-Native Enterprise Operating Platform

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Acquisition adds forward-deployed expertise to connect strategy, capital, AI execution and measurable business outcomes.

GEORGETOWN, Texas, Oct. 27, 2026 /PRNewswire/ — Dotwork, an AI-native enterprise operating platform, today announced its acquisition of Arcario Group, a consultancy specializing in enterprise operating models and transformation. The transaction closed October 23. Financial terms were not disclosed.

AI is accelerating execution, but most enterprises still manage strategy, funding and work across disconnected systems. Leaders struggle to see what investments actually cost, whether they produce results and where resources should move next.

Dotwork is building the enterprise steering layer for the AI era. Its graph-based Enterprise Operating Model connects existing systems rather than replacing them, linking strategy, capital, business capabilities, work, decisions and outcomes. Unlike tools centered on projects or workflows, Dotwork focuses on the decisions that drive performance, connecting plans to actual spending, preserving decision context and giving leaders and AI agents a shared understanding of the enterprise.

Arcario brings the expertise to activate that model. Its Connected Enterprise approach aligns people, processes, data and technology, while forward-deployed enterprise value architects work alongside customers to solve targeted problems and measure results.

Together, the companies help enterprises:

Design: Identify gaps between strategic priorities, investments, business capabilities and execution.Activate: Connect existing financial and operational systems, then deploy targeted workflows and AI capabilities without replacing core technology.Steer: Track decisions, actual costs and outcomes, then adapt investments and execution as priorities change.

“The enterprise software industry has spent decades helping companies manage work, automate processes and analyze data. But who’s helping the CEO, COO, CFO and CIO actually steer the business?” said Steve Elliott, founder and CEO of Dotwork. “AI makes deciding where to invest and how to measure results more important than ever. We’re building Dotwork around those decisions—not another workflow or dashboard. Arcario brings the expertise to make that operating model real.”

Rather than requiring lengthy transformation programs or bespoke platforms, the combined teams can start with a high-value business problem, establish a reusable operating model and expand as results are demonstrated. Lessons from deployments will also inform repeatable Dotwork platform capabilities.

“Connecting enterprise strategy to what teams actually do has always been the hard part,” said Konstantin Popov, founder and CEO of Arcario Group. “With Dotwork, we can move beyond recommendations to connect decisions, investments and execution—and show customers the value they’re creating.”

Arcario’s leadership previously built an enterprise operating-model practice acquired by Cprime, where it scaled to support major enterprise transformations. Arcario becomes the foundation of Dotwork’s services and forward-deployed engineering organization. Existing client engagements continue with their current teams. Konstantin joins Dotwork as Head of Transformation Services.

Learn more at dotwork.com/post/welcome-arcario.

About Dotwork

Dotwork is an AI-native enterprise operating platform connecting strategy, capital, work and outcomes through a living, graph-based Enterprise Operating Model. Founded by Steve Elliott, former founder and CEO of AgileCraft (acquired by Atlassian), Dotwork is headquartered in Georgetown, Texas. Learn more at dotwork.com.

About Arcario Group

Arcario Group helps enterprises build the Connected Enterprise, aligning people, processes, data and technology to improve execution and business outcomes. Learn more at arcariogroup.com.

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