AI-driven analytics

AI-driven analytics is CIOs’ mantra in the new normal

by | Oct 20, 2020 | Analytics, Artificial Intelligence

CIOs are increasingly making AI-driven analytics a cornerstone of digital transformation strategies for their organizations.
Share to lead the transformation

Early this year, many enterprises witnessed an unprecedented disruption to their business operations because of the COVID-19 pandemic. 

Suresh A Shan

“By leveraging insights from business intelligence tools, we are able to forecast business demand, investment opportunities, client requirements, and even keep a tab on the stress levels of the distributed workforce.”

Dr. Suresh A Shan, Head, Innovation, and Future Technologies BITS, MMFSL

Sunit Vakharia, U GRO Capital

“Through AI-driven models, we assess our customers’ business requirements and offer the best product for their long-term growth. We have incorporated machine learning and analytics capabilities in our assessment solutions to drive exceptional customer experience.”

Sunit Vakharia, Chief Technology Officer, U GRO Capital

Greesh Jairath, ITC Infotech

“Organizations have witnessed the tremendous value of data and analytics during the ongoing crisis and leveraged them to generate more profound business and operational insights for better and faster decision-making.”

Greesh Jairath, Global IT Head, ITC Infotech

It was soon evident that embracing digital technologies and using AI-driven analytics was the only way to remain buoyant and navigate the disruptions. Several companies worldwide have already transitioned to the work-from-home concept and have adapted to the modern distributed work ecosystem (See: How is digital transformation shaping the new future?).

For CIOs, realigning priorities and accelerating enterprise innovations continue to be a roller-coaster experience amidst these unprecedented times. More and more enterprises are now leaning on data science and analytics to optimize business performance and drive growth.

With virtual communication taking the center stage, there is a growing emphasis on implementing AI-based workforce analytics and business intelligence solutions to fast-track digital transformation and generate deeper operational insights to respond faster and steer the volatile economic landscape.

Need for enterprises to deploy data-driven culture

In a chaos like like, businesses continuously need to embed intelligence in their culture and rethink their business models to compete well while keeping their stakeholders happy and shine.

“Data and business analytics experience a transformational value not merely during the pandemic, but also post the crisis. The analysis it provides can help businesses induce a culture of innovation and developing service offerings quickly. For systems that are affected by the COVID-19 crisis, analytics led insights are becoming a phenomenal game-changer. By leveraging insights from intelligence tools, we can forecast business demand, investment opportunities, and even monitor the stress levels of our distributed workforce,” says Dr. Suresh A Shan, Head, Innovation, and Future Technologies Business Information Technology Solutions (BITS), Mahindra & Mahindra Financial Services Limited (MMFSL).

Across all sectors, retail, banking, e-commerce, and IT/ICT companies are the most aggressive to deploy AI-driven analytics solutions for real-time problem-solving. Retailers get concrete insights to produce their specific supply chain pipelines to fill the consumer need.  For e-commerce companies, armed with powerful data and insights, business analytics solutions can help examine the product pricing of different competitions and target segments that need to be focused on specific products.

“At U GRO Capital, we’ve utilized the current situation as an opportunity to scale our business digitally. U GRO Capital provides loans to small and medium-sized companies. We extensively focus on technology and analytics as enablers to onboard our customers and disburse money as and when required by them. Through AI-driven models, we assess our customers’ business requirements and offer the best product for their long-term growth. We have incorporated machine learning and analytics capabilities in our assessment solutions to drive exceptional customer experience,” says Sunit Vakharia, Chief Technology Officer, U GRO Capital (See: Sunit Vakharia, Chief Technology Officer, U GRO Capital).

Such a massive shift will also intensify the demand for data science and analytics specialists, who can comprehend complex values’ quality insights and drive resiliency and transformation-led investments.

“Analytics led solutions have been a critical enabler of redefining and realigning business processes.  Organizations have witnessed the tremendous value of data and analytics during the ongoing crisis and leveraged them to generate more profound business and operational insights for better and faster decision-making. In the future, successful deployment of analytics led solutions will also pave the way for futuristic technologies such as robotic process automation (RPA) and drone delivery systems,” says Greesh Jairath, Global IT Head, ITC Infotech.

Tech-majors gearing up for the analytics market

During the pandemic, analytics has been one of the few areas which recorded a higher growth rate. AI-driven analytics and insights have been used consistently by organizations to provide deep visibility around existing resource capacity, monitor any insufficiency, and help businesses regularly conduct impact and risk analysis. (See: CIOs to focus on network transformation for business continuity)

From effectively implementing processes such as employee onboarding and offboarding remotely, building market-relevant solutions, and fitting network efficiency in diverse locations, analytics-based solutions can provide greater visibility to the decision-makers.

Technology biggies are looking to leverage the rising enterprise interest in analytics and business intelligence solutions by launching new products or expanding their capabilities to identify fresh opportunities. Some of the top players dominating the analytics market include SAP, Oracle, Accenture, Google, Microsoft, IBM, Infosys, and TCS (See: Accenture fortifies AI know-how with Byte Prophecy buy).

Recently, Tata Consultancy Services launched the TCS Workforce Analytics, an AI-focused engagement intelligence solution for companies looking at enhancing their employees’ productivity and workforce experience.  Another Indian IT Services giant, Infosys, has acquired US-based data analytics company Blue Acorn for $125 million to beef up its analytics portfolio.

IBM as well introduced a new risk-based service designed to help enterprises identify new risk-based exposure from areas such as cloud, M&A, and remote work. Other players are also strengthening their capabilities to meet the growing demand for analytics led services.

MORE FROM BETTER WORLD

Mahindra’s Plant a Tree campaign engages 4.5M

Mahindra’s Plant a Tree campaign engages 4.5M

Mahindra Group has said its three-month long citizens’ movement campaign #CelebrateDifferently has culminated with engagement (likes, shares and comments on the hashtag) from 4.5 million citizens. Under the Mahindra Hariyali initiative, Mahindra Group will now plant equivalent number of trees over the next four years to #RiseAgainstClimateChange.

Planting trees, including improving forest management, conservation, and regeneration, will help offset India’s annual greenhouse gas emissions, as well as providing a host of wider environmental and socio-economic benefits. As per research, more than 90% of young people agree that humans are responsible for climate change. 48.8% believe climate change is a more serious issue than war or inequality, Mahindra said in a release. Being the largest demographic group in India, millennials want to curb the effects of global warming and live a sustainable life. With millennials as the key catalyst of the initiative, #CelebrateDifferently was also conceptualized to encourage citizens to include tree plantation as part of their key celebrations. Alternately, individuals who are not able to do so, could simply like, share or comment on #CelebrateDifferently and Mahindra Hariyali committed to plant a tree on their behalf, the release added.

Sharing his thoughts on the success of the campaign, Ruzbeh Irani, President Group Communications and Ethics & Chief Brand Officer, Mahindra Group, stated, “The idea behind our citizen movement initiative was to collectively work towards giving back more than we take from our planet. Driven primarily by the millennials, our campaign has received an overwhelming response from citizens. Although campaign is concluded, we sincerely hope that #CelebrateDifferently continues to be a way of life for every citizen hereon.”

Mahindra said Citizens could continue to #CelebrateDifferently by planting with the help if NGOs such as, Grow Trees, etc. Grow Trees can help them give back to the environment by planting a tree in their name, which they can track.

As a part of the ongoing effort towards environment conservation, Mahindra Group aims to become net carbon neutral by 2040. Twenty companies of the Mahindra Group have committed to science-based targets that are in line with the decarbonization required to keep global temperature increase below 2°C.

Shah lauds Mission Million Trees, flags off EV buses

Shah lauds Mission Million Trees, flags off EV buses

Union Home Minister Amit Shah today participated in the concluding ceremony of “Mission Million trees” program organized by Ahmedabad Municipal Corporation. The Mission which started on World Environment Day on 5 June 2019 has been concluded with plantation of 10,87,000 trees in Ahmedabad city.

Speaking on the occasion, Shah urged people to keep away from using plastics bags while purchasing groceries and vegetables. Reminding the citizens of Paris climate accord, he outlined the danger of ozone layer depletion because of CO2 and CO emission worldover.

Union Home Minister planting a banyan tree on the concluding day of #MissionMillionTrees in Ahmedabad. (Pix tweeted by @AmitShah)

The Home Minister recalled that the Prime Minister Narendra Modi on resuming powers second time in 2019 created a separate ministry for Jal Shakti. He said that this step will guide the entire world in coming days on various fronts of environment conservation including water conservation, water saving, wastewater treatment, irrigation innovations, etc.

Shah also flagged off eight AC electric buses in the city and also inaugurated a battery charging station. Lauding the efforts of Ahmedabad Municipal Corporation, Shah appreciated that Ahmedabad has taken a lead on electric Mobility with countrymade buses. He also appealed to the civic authorities to keep prepared for technological needs such as establishment of efficient battery exchanging stations which should be time saving and energy efficient.

Shah had written a special letter to the chairmen/secretaries of the resident societies in his parliamentary constituency to plant at least 5 trees in their society which have more than 100 years of age such as Banyan tree, Peepal tree, etc. Expressing satisfaction at the response, the Home Minister said that he has received 3,216 positive replies in which the societies have also made arrangement for regular watering and maintenance of the trees.

Speaking on the occasion, the state Chief Minister Vijay Bhai Rupani assured the Home Minister that Gujarat will take lead in the country on enhancement of electric mobility. He emphasized that 50 electric buses have been provisioned in Ahmedabad now but in very short span of time 500 electric buses will be put to service in Ahmedabad alone. He reiterated for green, clean, environment friendly and pollution free state of Gujarat.

Vijay Rupani also informed that the electric buses are indigenously made which echoes the sentiments of Make in India. Expressing satisfaction at sufficient rainfall this monsoon, Rupani said that numerous check dams, ponds and other water conservation efforts of the state government in last 3 years are now yielding good results following this year’s good rainfall.

Bijal Patel, Mayor, Ahmedabad; Pradipsinh Jadeja, Home Minister, Government of Gujarat; RC Faldu, Agriculture Minister, Government of Gujarat; Kaushik Bhai Patel, Revenue Minister, Government of Gujarat, and other dignitaries were also present on the occasion.

Center releases Rs 47,436 crore for afforestation

Center releases Rs 47,436 crore for afforestation

In a major boost towards promoting afforestation and achieving green objectives of the country, Union Minister for Environment, Forest and Climate Change, Prakash Javadekar, today handed over Rs 47,436 crore of CAMPA funds to various states, in presence of Minister of State, MoEF&CC, Babul Supriyo. In a meeting of State Forest Ministers and Authorities held at New Delhi, the Environment Minister stated, “The State budget for forests shall remain unaffected and the fund being transferred would be in addition to State Budget and it is expected that all States will utilize this fund towards forestry activities to achieve the objectives of the Nationally-Determined Contributions (NDCs) of increasing its forest & tree cover, which will create an additional carbon sink equivalent to 2.5 to 3 billion tonnes of carbon dioxide by the year 2030.” The Environment Minister further emphasized that the CAMPA funds cannot be used for payment of salary, travelling allowances, medical expenses, etc.

Union Minister for Environment, Forest and Climate Change, Prakash Javadekar Minister of State, MoEF&CC, Babul Supriyo with representatives from states. (Pix: PIB)

Underlining the efforts of the Government towards preserving and improving the forest wealth and ecological security of the country, Javadekar said “Important activities on which the fund will be utilized will be for the Compensatory Afforestation, Catchment Area Treatment, Wildlife Management, Assisted Natural Regeneration, Forest Fire Prevention and Control Operations, Soil and Moisture Conservation Works in the forest, Improvement of Wildlife Habitat, Management of Biological Diversity and Biological Resources, Research in Forestry and Monitoring of CAMPA works etc.”

Background of CAMPA
With the initial experience of the states regarding under-utilization of the money collected towards compensatory afforestation, Supreme Court of India ordered for establishment of Compensatory Afforestation Fund and Compensatory Afforestation Fund Management and Planning Authority (CAMPA) in 2001.

In 2006, separate bank accounts were opened in which the compensatory levies were deposited and ad hoc CAMPA was established for the management of Compensatory afforestation fund. In 2009, Supreme Court permitted release of Rs 1,000 crore every year to States/UTs for compensatory afforestation and other activities. In 2014, Supreme Court permitted release of 10% of total deposit of states in the fund from interest accrued on the deposits.

This Act has provisioned that CAMPA funds shall be kept in interest bearing non-lapsable Public Account. After detailed deliberations with CAG and Ministry of Finance and deliberations with other Stakeholders, the fund flow mechanism could be finalized and the CAF Rules were finally put in place in 2018.

After notification of CAF Rules, with approval of the Supreme Court on 28 Jan 2019, an amount of Rs 54,685 Crore from Ad-hoc CAMPA has been brought under the control of Government of India. So far 27 States/UTs have created accounts for receiving the Funds from Union Government and today funds to the tune of Rs 47,436 crore have been transferred to those States. The Fund shall be utilized as per the provisions of the CAF Act and CAF Rules.

India to restore 50 lakh ha of degraded land by 2030

India to restore 50 lakh ha of degraded land by 2030

India will be hosting the 14th Conference of Parties (COP14) to the UN Convention to Combat Desertification (UNCCD) from 2–13 September 2019 at India Expo Centre & Mart, Greater Noida. Delivering the keynote address at a Curtain Raiser Press Conference in New Delhi, Union Minister for Environment, Forest and Climate Change, Prakash Javadekar, highlighted India’s resolve to combat desertification. Desertification is a worldwide problem directly affecting 250 million people and a third of the earth’s land surface. To fight this menace, India will convert degraded land of nearly 50 lakh hectares to fertile land in next 10 years; it will implement provisions of New Delhi Declaration which is to be adopted at the end of conference and a Centre for Excellence will be established at Dehradun,” said Javadekar.

The Environment Minister also expressed India’s continued commitment to stay on track on a sustainable path to land use and land management. “It is our collective responsibility to do our duty towards protecting the environment and ensuring that there is no harmful impact on it,” said Javadekar. Elaborating further on India’s key role as the President of UNCCD COP for the next two years, Javadekar said “It is the common resolve of the World to combat desertification and India will lead from the front and move the world in a positive direction, taking into cognizance the support of other countries”.

Delegates from 196 countries comprising of scientists and representatives of national and local governments, global business leaders, NGOs, gender-based organizations, youth groups, journalists, and faith and community groups will present and share their expertise and give an overview to achieve their goals at the 12-day conference .

The Convention entered into force in December 1996. It is one of the three Rio Conventions along with United Nations Framework Convention on Climate Change (UNFCCC) and Convention on Biological Diversity (CBD). India became a signatory to UNCCD on 14 October 1994 and ratified it on 17 December 1996.

The main objective of the convention is to combat desertification and mitigate the effects of drought in countries experiencing serious drought and/or desertification, involving long-term integrated strategies that focus simultaneously, in affected areas, on improved productivity of land, and the rehabilitation, conservation and sustainable management of land and water resources, leading to improved living conditions, in particular at the community level. The Convention’s 197 parties work together to improve the living conditions for people in drylands, to maintain and restore land and soil productivity, and to mitigate the effects of drought. The UNCCD is particularly committed to a bottom-up approach, encouraging the participation of local people in combating desertification and land degradation.

Source: PIB. 

Modi talks Biodiversity, Oceans, Climate at G7

Modi talks Biodiversity, Oceans, Climate at G7

At the G7 Summit in Biarritz, Prime Minister Narendra Modi has addressed the session on ‘Biodiversity, Oceans, Climate.’ He has highlighted India’s large scale efforts towards eliminating single use plastic, conserving water, harnessing solar energy and, protecting flora and fauna for a sustainable future.

Big policy boost coming for ocean energy sector

Big policy boost coming for ocean energy sector

In a decision that would give boost to the ocean energy in India, Union Minister of State for Power and New & Renewable Energy (IC) and Skill Development & Entrepreneurship, RK Singh has approved a proposal to declare ocean energy as renewable energy.

Accordingly, the Ministry of New and Renewable Energy has clarified to all the stakeholders that energy produced using various forms of ocean energy such as tidal, wave, ocean thermal energy conversion etc. shall be considered as Renewable Energy and shall be eligible for meeting the non-solar Renewable Purchase Obligations (RPO).

The Ministry notes that oceans cover 70 percent of the earth’s surface and represent an enormous amount of energy in the form of wave, tidal, marine current and thermal gradient. A variety of different technologies are currently under development throughout the world to harness this energy in all its forms. Deployment is currently limited but the sector has the potential to grow, fueling economic growth, reduction of carbon footprint and creating jobs not only along the coasts but also inland along its supply chains.

As Government of India steps up its effort to reach the objectives to contemplate its Renewable Energy and climate change objectives post 2022, it is opportune to explore all possible avenues to stimulate innovation, create economic growth and new jobs as well as to reduce our carbon footprint. India has a long coastline with the estuaries and gulfs. MNRE looks over the horizon at development of new technology and considers the various options available to support its deployment. Most types of technologies are currently at pre-R&D / demonstration stage or the initial stage of commercialization. Basic R&D is being looked after by the Ministry of Earth Sciences (example: National Institute of Ocean Technology, Chennai). MNRE intends to support demonstration projects of proven technologies and as approved by expert committee constituted by MNRE.

Potential
Total identified potential of Tidal Energy is about 12455 MW, with potential locations identified at Khambat & Kutch regions, and large backwaters, where barrage technology could be used.
The total theoretical potential of wave energy in India along the country’s coast is estimated to be about 40,000 MW – these are preliminary estimates. This energy is however less intensive than what is available in more northern and southern latitudes.

OTEC has a theoretical potential of 180,000 MW in India subject to suitable technological evolution.

Technology
Although currently under-utilised, Ocean energy is mostly exploited by just a few technologies: Wave, Tidal, Current Energy and Ocean Thermal Energy.

Tidal Energy: The tidal cycle occurs every 12 hours due to the gravitational force of the moon. The difference in water height from low tide and high tide is potential energy. Similar to traditional hydropower generated from dams, tidal water can be captured in a barrage across an estuary during high tide and forced through a hydro-turbine during low tide. The capital cost for tidal energy power plants is very high due to high civil construction and high power purchase tariff. To capture sufficient power from the tidal energy potential, the height of high tide must be at least five meters (16 feet) greater than low tide. The Gulf of Cambay and the Gulf of Kutch in Gujarat on the west coast have the locations in the country where potential exists.

Wave Energy: Wave energy is generated by the movement of a device either floating on the surface of the ocean or moored to the ocean floor. Many different techniques for converting wave energy to electric power have been studied. Wave conversion devices that float on the surface have joints hinged together that bend with the waves. This kinetic energy pumps fluid through turbines and creates electric power. Stationary wave energy conversion devices use pressure fluctuations produced in long tubes from the waves swelling up and down. This bobbing motion drives a turbine when critical pressure is reached. Other stationary platforms capture water from waves on their platforms. This water is allowed to runoff through narrow pipes that flow through a typical hydraulic turbine.

Current Energy: Marine current is ocean water moving in one direction. This ocean current is known as the Gulf Stream. Tides also create currents that flow in two directions. Kinetic energy can be captured from the Gulf Stream and other tidal currents with submerged turbines that are very similar in appearance to miniature wind turbines. Similar to wind turbines, the movement of the marine current moves the rotor blades to generate electric power.

Ocean Thermal Energy Conversion (OTEC): Ocean thermal energy conversion, or OTEC, uses ocean temperature differences from the surface to depths lower than 1,000 meters, to extract energy. A temperature difference of only 20°C can yield usable energy. Research focuses on two types of OTEC technologies to extract thermal energy and convert it to electric power: closed cycle and open cycle. In the closed cycle method, a working fluid, such as ammonia, is pumped through a heat exchanger and vaporized. This vaporized steam runs a turbine. The cold water found at the depths of the ocean condenses the vapor back to a fluid where it returns to the heat exchanger. In the open cycle system, the warm surface water is pressurized in a vacuum chamber and converted to steam to run the turbine. The steam is then condensed using cold ocean water from lower depths.

Technology Objectives
The objective of the technology program is to accelerate and enhance support for the resource assessment and deployment of ocean energy in the country and to harness it for power generation and to overcome the barriers. The technology program is open to public and private sectors to carry out projects in India. Industry lead R&D proposals are invited from stakeholders, for solving problems in Indian conditions. Basic R&D is being looked after by the Ministry of Earth Sciences (example: National Institute of Ocean Technology, Chennai).
All the stakeholders desirous of utilizing Ocean Energy are being invited by MNRE for demonstration projects of proven technologies under Research, Design, Development and Demonstration (RDD&D) program/policy of the Ministry, in force at the time.

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