AI Impact

How will AI impact enterprise ecosystems in 2021?

by | Nov 20, 2020 | Artificial Intelligence, Artificial Intelligence, Digital Transformation, Technology

AI will play a major role to improve organizational resilience, decision making, resource utilization, and supply chain efficiency.
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In early 2020, no one would have expected an unprecedented pandemic this year that would cause significant disruptions to the industry.  The crisis has ushered in a series of radical and sudden changes that have exerted tremendous pressure on companies around the world. This led to many leading-edge technologies and solutions being adopted overnight. In the wake of digital transformation, artificial intelligence (AI) is viewed as a major technological impact that can play an important role in changing the future of work.

Artificial Intelligence enables organizations to make informed, data-driven decisions and forecast the potential outcome of those decisions.

In India, interest in AI has been prioritized by the government and key institutions. The Ministry of Electronics and Information Technologies (MEITY) is actively working on a proposal to implement a national mission for artificial intelligence to increase the use of AI in India. The project is valued at Rs. 2000 crores.

Turbocharge transformation

The experience during the lockdown seemed difficult, but advanced existing digital transformation projects. IT had to rise rapidly to meet the changing business requirements; evolving customer expectations enable everyone to cope up with the crisis. (See: Tech majors extend work-from-home to keep pandemic at bay)

Enterprises that have been slow to embrace digital technologies are realizing the need to fast-track digital transformation initiatives as a result of the increasing uncertainty and closures caused by the pandemic. (See: AI is a must now to speed up digital transformation)

While many organizations have been analyzing AI capabilities and validating concepts for some years, it quickly became a hot topic in boardrooms because of the rise of the remote work environment and the growing amount of ambiguous data.

In 2021, organizations will rely heavily on AI for better resilience, rapid management of IT operations, decision making, maximization of resources, and improvements in supply chain efficiency. Better World expects at least 70 percent of enterprises across all sectors to adopt some form of AI-based technologies and initiate aggressive AI-based production deployments in the next twelve months to establish a competitive edge.

AI will be fundamental to the development of the client experience. In a fast-growing virtual environment, technology leaders would require intelligent models to manage and use the huge amount of data wisely. AI led solutions have the potential to derive concrete insights and help enterprises break down the data intelligently with a tremendous speed (See: AI-driven analytics is CIOs’ mantra in the new normal).

Evolving operating models

The year 2021 will be marked by important business model changes that can help deliver a continuous and exceptional customer experience in a secure and transparent manner.

Businesses in the retail and banking sectors will rapidly launch AI-based conversational chatbots, virtual assistants, fraud detection and face recognition tools to generate a personalized customer experience, strengthen security, compliance and improve their customers’ life-cycle value (See: How artificial intelligence is transforming Indian retail sector and AI in banking now geared for a takeoff)

Similarly, for the health sector, AI is expected to act as a smart intermediary between patients and doctors. The AI-based cloud analytics and fitness monitors will be dynamically deployed to maintain a regular review of a patient’s history and biometric information. This can help experienced physicians monitor their patients remotely even in the most remote regions. For example, a startup called Feebris has been using an AI-powered remote monitoring tool to enable community healthcare workers in India to diagnose respiratory conditions for 10,000 children.

Companies engaged in the manufacturing sector will invest in automated processes and AI algorithms to monitor and inspect production quality and quality assurance activities. German multinational Bosh, for instance, has been extensively testing deep learning techniques to identify production defects through images of the manufactured products in its industrial units in India.

Many global enterprises are expected to use AI to disrupt their work ecosystems. Back office employees will be replaced with a robotic process automation technology based on artificial intelligence to perform repetitive and time-consuming tasks such as document retrieval, invoice processing, operational audits, and application management. For workers in physical offices, AI will be harnessed to develop biometric and facial recognition tools to enable a safe and pandemic-free environment.

Another area where the AI data models will be widely used is cybersecurity.  According to a recent report by Wipro, titled state of cybersecurity (SOCR), there has been a massive increase in R&D on AI in the field of cybersecurity, with approximately 49% of the world’s cybersecurity patents filed over the past four years focused on AI and machine learning. It is interesting to note that cybersecurity threats are coming forth on such a massive scale that 87% of the organizations surveyed were eager to implement a zero-trust architecture,  an integrated AI and ML-driven security approach for users, applications, data, and networks, in the post-Covid era.

Better support and research for successful AI models

AI’s success also suffers from numerous determinants. Inefficient data, poor data quality, lack of trust, and inadequate support tools make it difficult for many organizations to step up efforts.

Over the next 12 to 18 months, there will be further inroads into AI-enabled smart tools to make them more responsive to varying business needs. Businesses are also expected to invest in these technologies and develop research and development wings to better analyze metrics and improve data response time.

The focus of the enterprises will also be on updating the AI toolkits to look at the behaviors of their users and employees to develop a strong retention strategy.

MORE FROM BETTER WORLD

Wind power companies to get lease rent waiver

Wind power companies to get lease rent waiver

The Ministry of Environment, Forest and Climate change has decided to relax the mandatory charging of lease rent of Rs 30,000 per MW for wind power projects.

In a review meeting Union Minister for Environment, Forest and Climate Change, Prakash Javadekar took a conscious decision to relax the condition of charging the lease rent of Rs 30,000 per MW for wind power projects. Javadekar said that it is expected that this step will boost the investment in wind power projects and will help in providing wind power at cheaper rate.

“The government envisages to meet maximum energy requirement by tapping renewal energy resources and, to achieve the target of clean energy in a time bound manner, various policies and regulations are being constantly updated,” said the Environment minister.

Currently, to establish wind power project over forest land, the existing procedure requires payment of mandatory charges for compensatory afforestation and Net Present value (NPV). In addition to mandatory charges, the wind power companies had to pay additional lease rent of Rs 30,000 per MW. This additional cost is not mandatory for other renewal energy projects such as solar power and hydel electric projects. Additional cost for generation of clean energy through wind power, in turn escalates the per unit cost of power at consumer level.

Promotions of such projects are part of Government of India’s growing commitments towards International Agreements. One of the National Commitment pledged in Paris in 2015 was to have 40% of the power from renewable resources by 2030 .It is noteworthy that currently India has over achieved the target and is well on track to ensure that more than 50% of the installed capacity will come from renewable by 2030.

Karnataka tops rooftop solar ranking index

Karnataka tops rooftop solar ranking index

RK Singh, Union Minister of State for Power and New & Renewable Energy (IC) and Skill Development & Entrepreneurship, launched the State Rooftop Solar Attractiveness Index (SARAL) in New Delhi yesterday. The State of Karnataka has been placed at the first rank in the Index that evaluates Indian states based on their attractiveness for rooftop development. Telangana, Gujarat and Andhra Pradesh have got 2nd, 3rd, and 4th ranks, respectively.

Launching the Index, RK Singh said that it would incentivize rooftop solar by creating healthy competition among the states. He encouraged all states to adopt the best practices being followed by top ranking states.

SARAL has been designed collaboratively by the Ministry of New and Renewable Energy (MNRE), Shakti Sustainable Energy Foundation (SSEF), Associated Chambers of Commerce and Industry of India (ASSOCHAM), and Ernst & Young (EY). It was launched during the Review Planning and Monitoring (RPM) Meeting with states and state power utilities. SARAL currently captures five key aspects:

  1. Robustness of policy framework
  2. Implementation environment
  3. Investment climate
  4. Consumer experience
  5. Business ecosystem

It encourages each state to assess the initiatives taken so far, and what it can do to improve its solar rooftop ecosystem. This will help states to channelize investments that can eventually help the sector grow. In addition, such an exercise is likely to create a more conducive environment for solar rooftop installations, encourage investment and lead to accelerated growth of the sector.

The Ministry of New and Renewable Energy (MNRE) has set a target of 175 GW of renewable energy capacity by 2022, of which 100 GW solar power is to be operational by March 2022, of which 40 GW is expected to come from grid connected solar rooftops. The Indian Grid Connected Rooftop PV (GRPV) segment is slowly gaining momentum with substantial interest from entrepreneurs, developers, financial institutions, development banks, end users and government entities. On a very positive note, rooftop solar PV has already achieved grid parity for commercial and industrial consumers and is fast becoming attractive for residential consumers as well.

To achieve our rooftop solar targets, it is important to develop an ecosystem that ensures information symmetry, access to financing and clear market signals. Thus, the MNRE has developed the State Rooftop Solar Attractiveness Index–SARAL that evaluates Indian states based on their attractiveness for rooftop development. SARAL is the first of its kind index to provide a comprehensive overview of state-level measures adopted to facilitate rooftop solar deployment.

Review, Planning & Monitoring Meeting held
Power Minister RK Singh chaired the Review Planning and Monitoring (RPM) Meeting with states and state power utilities. In his address to the state representatives, he emphasized the need to make power sector sustainable and viable so as to ensure 24/7 power supply to all consumers. The meeting discussed various schemes and issues pertaining to the sector such as Deen Dayal Upadhyay Gram Jyoti Yojana (DDUGJY), Integrated Power Distribution Scheme (IPDS), UDAY, 24/7 power supply, etc, said the PIB release.

The meeting was attended by the Secretary, Power, Subhash Chandra Garg, Secretary, MNRE, Anand Kumar, Special Secretary, Power, Sanjiv Nandan Sahai, Senior officers of the Ministry of Power & MNRE, Principal Secretaries/Secretaries (Energy) of States, CMDs & MDs of Discoms and Power Sector PSUs.

 

Drive to eliminate single use plastic gathers pace

Drive to eliminate single use plastic gathers pace

A day after Lok Sabha Secretariat said it has banned the use of single-use plastic within the Parliament complex, Ministry of Railways has already issued a circular to ban single-use plastics, while Department of Animal Husbandry and Dairying under Ministry of Fisheries, Animal Husbandry & Dairying, has also initiated steps in the direction.

Ministry of Railways issues a circular
Ministry of Railways has directed all Railway units to enforce ban on single use plastic material, with less than 50 micron thickness from 2 October 2019. Emphasis is on making necessary arrangements to minimize generation of plastic waste and its eco- friendly disposal.

In this regard, the Ministry has issued a circular stating the following instructions are to be enforced:

  • Ban on single use plastic material
  • All railway vendors to avoid use of plastic carry bags
  • Staff should reduce, reuse and refuse plastic products and to use inexpensive reusable bags to reduce plastic footprint.
  • IRCTC to implement return of plastic drinking water bottles as part of Extended Producer Responsibility.
  • Plastic Bottle crushing machines to be provided expeditiously.

Strict enforcement of these instructions is to be from 2 October, to give enough time to all concerned to prepare for “Plastic Free Railway,” said a release from the Ministry.

Ministry of Railways has also instructed its Railway units that a pledge can be administered on 2 October 2019 to cut use of plastics. Also, Information, Education & Communication (IEC) measures are to be adapted to create awareness among railway users.

Department of Animal Husbandry & Dairying’s move
The Secretary, Department of Animal Husbandry & Dairying has requested Major Dairy Federations like Gujarat Milk Federation (Amul), Karnataka Milk Federation (Nandini), Punjab Milk Federation (Verka), Maharashtra Milk Federation (Mahanand) to encourage reuse of plastic milk pouches, in a campaign mode, with 3R strategy – Reduce, Rebate and Reuse. i.e. REDUCE consumption of plastics by subsidizing price of 1 litre pack over ½ litre pack, REBATE to customers for bringing back plastics, REUSE of pouches for users such as Road construction, recyclers.

Secretary, Animal Husbandry and Dairying has requested all Cooperative Milk Federations and Private Dairies to at least halve plastic use by 2 October.  Media was requested to start a campaign like Swachcha Bharat to discourage plastics and thereby improve environment.

AMUL and Mother Dairy were requested to formulate action plan/protocol to recycle milk pouches and share with Department of Animal Husbandry and Dairying for circulation to other Milk Federations for implementation.

NPC holds meet on sustainable food safety

NPC holds meet on sustainable food safety

A two-day National Conference on Capacity Building of Sustainable Food Value Chains for Enhanced Food Safety and Quality organized by National Productivity Council (NPC) in collaboration with Asian Productivity Organization, Tokyo, Japan began in New Delhi today. The Conference was inaugurated by Secretary, Department for Promotion of Industry and Internal Trade (DPIIT), Ministry of Commerce & Industry and Chairman of NPC, Dr. Guruprasad Mohapatra. In his inaugural address, Dr. Mohapatra highlighted the relevance of sustainable food value chains and the international standards enacted through the Food Safety and Security Act, 2006. He also acknowledged the demand for food safety assurances leading to proliferation of food safety and quality assurance programs, a PIB release said.

Director General, NPC, Arun Kumar Jha, in his address, emphasized on the importance and potential of food processing industry. Chairperson, Food Safety and Standards Authority of India, Ministry of Health and Family Welfare, Rita Teaotia, in her keynote address said that there is a need to develop the mitigation strategies for curbing food wastages, enhancing food security and food quality.

Dr. Manickam Asaithambi, Asian Productivity Organization, Japan, lauded the efforts of NPC to organize this program on sustainable food value chains which is an international phenomenon. Dr. Manickam Asaithambi expressed hope that the outcomes of the conference will lead to developing sustainable strategies for food safety in India. Technical sessions on various aspects of food value chains, food safety and quality will be conducted during the conference which will conclude tomorrow.

Environment min opens draft NREP for comments

Environment min opens draft NREP for comments

Natural resources form the backbone of any economic development. India, as one of the fastest growing economies with GDP at 2.6 trillion USD, has increased its material consumption to six times, from 1.18 billion tonnes (BT) in 1970 to 7 BT in 2015. The material consumption is expected to increase further to provide for an increasing population, rapid urbanization and growing aspirations. Enhancing resource efficiency and promoting the use of secondary raw materials has emerged as a strategy for ensuring that the potential trade-off between growth, resource constraints and environmental well-being can be minimized.

Ministry of Environment, Forest and Climate Change released Draft National Resource Efficiency Policy, 2019 on 25 July 2019 inviting comments and suggestions from stakeholders including public/private organizations, experts and concerned citizens on the draft policy.

The Draft National Resource Efficiency Policy (NREP) envisions a future with environmentally sustainable and equitable economic growth, resource security, healthy environment (air, water and land), and restored ecosystems with rich ecology and biodiversity. The Draft National Resource Efficiency Policy is guided by the principles of (i) reduction in primary resource consumption to ‘sustainable’ levels, in keeping with achieving the Sustainable Development Goals and staying within the planetary boundaries, (ii) creation of higher value with less material through resource efficient and circular approaches, (iii) waste minimization, (iv) material security, and creation of employment opportunities and business models beneficial to the cause of environment protection and restoration.

The Draft National Resource Efficiency Policy provides an overarching collaborative framework for resource efficiency across all sectors in the country, covering both biotic and abiotic resources and life cycle stages and aspires for cross-sectoral stakeholder partnerships for the cause of resource efficiency for sustainable development.

The Draft National Resource Efficiency Policy (NREP) is available online on Ministry’s website at http://moef.gov.in/draft-national-resource-efficiency-policy2019-inviting-comments-and-suggestions-of-stakeholders-including-publicprivate-organization-experts-and-concerned-citizens/.

Comments and suggestions in prescribed format will be accepted till 24 August 2019.

MoHUA workshop lays focus on tech usage

MoHUA workshop lays focus on tech usage

Dr. Thawar Chand Gehlot, Union Minister, Ministry of Social Justice and Empowerment (MoSJ&E) has stated that the Government is fully committed to eradicate manual scavenging through the ‘The Prevention of Employment as Manual Scavengers and their Rehabilitation Act, 2013.’ He was speaking at the national Workshop Cum Exhibition on Sustainable Sanitation organized by MoSJ&E and the Ministry of Housing & Urban Affairs (MoHUA) in Delhi today.

Through a series of panel discussions through the day, the workshop saw discussions and presentation of best practices on topics such as Municipal Solid Waste (MSW) based biomethanation under Sustainable Alternative Towards Affordable Transportation (SATAT) initiative of Ministry of Petroleum and Natural Gas (MoP&NG), MSW to Bio-CNG through biomethanation and cotreatment of organic fraction of MSW with sludge.

The national workshop aimed at providing a comprehensive roadmap for ensuring sustainable sanitation in urban areas. (Image tweeted by @HardeepSPuri)

The day long interaction among stakeholders is aimed at providing a comprehensive roadmap for ensuring sustainable sanitation in urban areas. States and ULBs will take these insights into their respective areas to further strengthen their strategy for achieving safe, sustainable and holistic sanitation.

Hardeep Singh Puri, Minister of State (I/C) for Housing & Urban Affairs, Durga Shanker Mishra, Secretary, MohUA, Nilam Sawhney, Secretary, MoSJ&E and more than 500 representatives including the Principal Secretaries (UD), Mission Directors of AMRUT & Swachh Bharat Mission-Urban (SBM-U) in States/Union Territories, Municipal Commissioners of 500 cities with population of 1 lakh and above and development partners besides senior official from both the ministries attended the workshop.

Gehlot added that the Government has been laying increasing emphasis on mechanical cleaning and preventing human entry into sewer and septic tanks to the extent possible through the use of modern technologies. Further, he said, “Through the National Safai Karmacharis Finance and Development Corporation (NSKFDC) formal integration of these workers is being done through the disbursement of grants, provision of loans and livelihood training programs. I am happy to see that this workshop cum exhibition today will showcase the varied measures, best practices and technologies available that will go a long way in preventing fatalities due to hazardous cleaning of sewers and septic tanks. Swachh Bharat is indeed the first step towards Swasth Bharat.”

Addressing the gathering Puri said, “Our Ministry has consistently made efforts to devise efficient systems, processes and technologies for mechanical cleaning of sewer and septic tanks. The Ministry has undertaken various initiatives to eliminate human entry into septic tanks and sewers and create an ecosystem for sustainable sanitation – the publication of documents such as the CPHEEO Manual on Sewerage and Sewage Treatment Systems (2013) and Standard Operating Procedures for Cleaning of Sewers and Septic Tanks (2018) or organizing of the Global Technology Challenge, being some of them. The workshop today will be another step in this direction. The launch of the guidance document on “Emergency Response Sanitation Unit (ERSU) will go a long way in preventing fatalities of sanitation workers and guarantee their safety and well-being.”

He further added, “The Manual on Stormwater Drainage Systems, 2019 released today, shall add a feather to the recently launched Jal Shakti Abhiyan by the Government and help cities and towns in water conservation, protection from flooding and water security. The Ministry is fully committed to support the endeavors of States & Urban Local Bodies as they progress towards total sanitation or Sampoorna Swachhata.”

Durga Shanker Mishra, Secretary, MoHUA said, “While the Directory of Sewer & Septage Cleaning Equipment launched today will be a guiding book for Urban Local Bodies as well as practitioners, the exhibition by prominent manufacturers and vendors showcasing emerging technologies, equipment and best practices on sewer and septic tank management will help provide customized solutions to city specific requirements in this area.”

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