Global Worker Shortage Era Forces Migration and Automation
The worker shortage era is no longer a distant demographic warning. OECD projections show a shrinking working-age population, rising public costs and slower growth, while Japan’s labor gap reveals why migration and automation are becoming economic necessities. Ageing workforce changes the global labor market The world has crossed a demographic threshold that many economies cannot easily reverse. Falling birth
Global Worker Shortage Era Forces Migration and Automation
The worker shortage era is no longer a distant demographic warning. OECD projections show a shrinking working-age population, rising public costs and slower growth, while Japan’s labor gap reveals why migration and automation are becoming economic necessities. Ageing workforce changes the global labor market The world has crossed a demographic threshold that many economies cannot easily reverse. Falling birth
US opens major H-1B visa fraud probe
US opens H-1B visa fraud investigation The United States has launched a major investigation into alleged fraud involving the H-1B visa programme, with IT services company Cognizant among the firms named as authorities examine possible misuse. The probe was announced by US Labour Department Inspector General Anthony D’Esposito, who said investigators were looking into
US opens major H-1B visa fraud probe
US opens H-1B visa fraud investigation The United States has launched a major investigation into alleged fraud involving the H-1B visa programme, with IT services company Cognizant among the firms named as authorities examine possible misuse. The probe was announced by US Labour Department Inspector General Anthony D’Esposito, who said investigators were looking into
Andy Burnham gains ground in Labour PM race
Andy Burnham has moved to the centre of Britain’s political debate after Keir Starmer announced that he would resign as Labour leader and step down as prime minister once a successor is chosen. Burnham’s return to Parliament through the Makerfield by-election has changed the mood inside Labour and made him one of the most closely watched figures in the race for No 10. His victory came at a difficult time for the governing party. Labour
Andy Burnham gains ground in Labour PM race
Andy Burnham has moved to the centre of Britain’s political debate after Keir Starmer announced that he would resign as Labour leader and step down as prime minister once a successor is chosen. Burnham’s return to Parliament through the Makerfield by-election has changed the mood inside Labour and made him one of the most closely watched figures in the race for No 10. His victory came at a difficult time for the governing party. Labour
Keir Starmer resignation deepens UK political crisis
The resignation of UK Prime Minister Keir Starmer has pushed British politics into a major period of uncertainty, with Labour now preparing for a leadership contest that could decide the country’s next prime minister. Starmer announced on Monday, June 22, 2026, that he would step down after growing pressure from within his party and months of declining public support. Starmer said he would remain in office during the transition to ensure
Keir Starmer resignation deepens UK political crisis
The resignation of UK Prime Minister Keir Starmer has pushed British politics into a major period of uncertainty, with Labour now preparing for a leadership contest that could decide the country’s next prime minister. Starmer announced on Monday, June 22, 2026, that he would step down after growing pressure from within his party and months of declining public support. Starmer said he would remain in office during the transition to ensure
Andy Burnham Makerfield Win Puts Starmer Under Pressure
Andy Burnham Makerfield Win Puts Starmer Under Pressure Andy Burnham’s return to Westminster after a decisive Makerfield win has strengthened his political position and added fresh pressure on Keir Starmer’s Labour leadership. Burnham’s Comeback Raises Labour Leadership Questions Andy Burnham’s return to Parliament after a commanding
Andy Burnham Makerfield Win Puts Starmer Under Pressure
Andy Burnham Makerfield Win Puts Starmer Under Pressure Andy Burnham’s return to Westminster after a decisive Makerfield win has strengthened his political position and added fresh pressure on Keir Starmer’s Labour leadership. Burnham’s Comeback Raises Labour Leadership Questions Andy Burnham’s return to Parliament after a commanding
Keir Starmer corrects South Korea trade mistake in parliament
UK Prime Minister Keir Starmer triggered laughter in the House of Commons on Wednesday, May 20, after accidentally claiming that the United Kingdom had secured a trade deal with North Korea instead of South Korea. He quickly corrected the statement, describing it as a “slip of the tongue” and apologising to MPs. “I’ve just been handed a note saying that I inadvertently said we did a trade deal with North Korea rather than South Korea. That would be breaking news and not very good. So,
Keir Starmer corrects South Korea trade mistake in parliament
UK Prime Minister Keir Starmer triggered laughter in the House of Commons on Wednesday, May 20, after accidentally claiming that the United Kingdom had secured a trade deal with North Korea instead of South Korea. He quickly corrected the statement, describing it as a “slip of the tongue” and apologising to MPs. “I’ve just been handed a note saying that I inadvertently said we did a trade deal with North Korea rather than South Korea. That would be breaking news and not very good. So,
39 Odisha Bonded Labourers Rescued From Tiruvallur Brick Kiln
In a major Tiruvallur bonded labour rescue, 39 Odisha migrant workers were rescued from a brick kiln at Vannipakkam village in Ponneri taluk of Tiruvallur district. The workers, who belonged to Balangir district in Odisha, were reportedly brought to Tamil Nadu nearly five months ago after advances of around Rs 30,000 were allegedly paid for each worker. The rescue operation was carried out by the District Legal Services Authority and Revenue officials after complaints were raised abou
39 Odisha Bonded Labourers Rescued From Tiruvallur Brick Kiln
In a major Tiruvallur bonded labour rescue, 39 Odisha migrant workers were rescued from a brick kiln at Vannipakkam village in Ponneri taluk of Tiruvallur district. The workers, who belonged to Balangir district in Odisha, were reportedly brought to Tamil Nadu nearly five months ago after advances of around Rs 30,000 were allegedly paid for each worker. The rescue operation was carried out by the District Legal Services Authority and Revenue officials after complaints were raised abou
Noida Workers Protest Case Sparks NSA Debate In UP
The Noida workers’ protest case intensified on May 14, 2026, exactly one month after violence broke out during labour demonstrations in the industrial hub on April 13. Uttar Pradesh Police invoked the stringent National Security Act (NSA) against Delhi University history graduate Aakriti Chaudhary, 25, and former journalist Satyam Verma, alleging their involvement in organising unrest, arson, and public disorder during the protests. Police claimed the violence was not spontaneous but part of a pre-planned operation carried out by an “organised syndicate of outsiders” linked to labour activist groups, an allegation strongly denied by the families of those arrested. The protests initially began over workers’ demands for better wages, overtime payments, and safer working conditions in Noida’s industrial sector before escalating into clashes and police action. Authorities registered 15 FIRs, detained nearly 1,200 people, and jailed around 60 accused under charges ranging from rioting to attempted murder. Police also sought a three-day custody of several accused, while the court scheduled the hearing for May 15. Along with Chaudhary and Verma, several students, labour activists, and workers from different states were arrested, including NIT graduates, research aspirants, and daily wage earners accused of supporting the demonstrations. Families of the accused alleged that many were targeted for supporting workers’ rights and labour movements. Chaudhary’s father defended her activism and questioned how she could be blamed for violence that allegedly occurred after she was detained. Friends and supporters of Verma highlighted his background in journalism, translation work, and social activism. Human rights groups, labour unions, and opposition leaders have meanwhile criticized the use of NSA in a labour protest case, raising concerns over freedom of expression, preventive detention laws, and the treatment of labour activists in India. The controversy has triggered nationwide political and legal debate over balancing public order with democratic rights during industrial unrest. Security has been tightened across sensitive industrial zones in Noida as investigations continue. Analysts believe the case could have long-term implications for labour movements, workers’ rights campaigns, and the future use of stringent security laws during protests across India.
Noida Workers Protest Case Sparks NSA Debate In UP
The Noida workers’ protest case intensified on May 14, 2026, exactly one month after violence broke out during labour demonstrations in the industrial hub on April 13. Uttar Pradesh Police invoked the stringent National Security Act (NSA) against Delhi University history graduate Aakriti Chaudhary, 25, and former journalist Satyam Verma, alleging their involvement in organising unrest, arson, and public disorder during the protests. Police claimed the violence was not spontaneous but part of a pre-planned operation carried out by an “organised syndicate of outsiders” linked to labour activist groups, an allegation strongly denied by the families of those arrested. The protests initially began over workers’ demands for better wages, overtime payments, and safer working conditions in Noida’s industrial sector before escalating into clashes and police action. Authorities registered 15 FIRs, detained nearly 1,200 people, and jailed around 60 accused under charges ranging from rioting to attempted murder. Police also sought a three-day custody of several accused, while the court scheduled the hearing for May 15. Along with Chaudhary and Verma, several students, labour activists, and workers from different states were arrested, including NIT graduates, research aspirants, and daily wage earners accused of supporting the demonstrations. Families of the accused alleged that many were targeted for supporting workers’ rights and labour movements. Chaudhary’s father defended her activism and questioned how she could be blamed for violence that allegedly occurred after she was detained. Friends and supporters of Verma highlighted his background in journalism, translation work, and social activism. Human rights groups, labour unions, and opposition leaders have meanwhile criticized the use of NSA in a labour protest case, raising concerns over freedom of expression, preventive detention laws, and the treatment of labour activists in India. The controversy has triggered nationwide political and legal debate over balancing public order with democratic rights during industrial unrest. Security has been tightened across sensitive industrial zones in Noida as investigations continue. Analysts believe the case could have long-term implications for labour movements, workers’ rights campaigns, and the future use of stringent security laws during protests across India.
UK PM Keir Starmer announces British Steel plan during Labour revolt
United Kingdom Prime Minister Keir Starmer is facing one of the toughest moments of his political career after Labour suffered major defeats in local elections across England and Wales. In a major speech aimed at calming angry Labour MPs, Starmer admitted the election results were “tough” and accepted responsibility for the setback. At the same time, he promised to rebuild trust, strengthen the UK economy, improve ties with Europe, and protect Britain from being pulled into a war with Ira
UK PM Keir Starmer announces British Steel plan during Labour revolt
United Kingdom Prime Minister Keir Starmer is facing one of the toughest moments of his political career after Labour suffered major defeats in local elections across England and Wales. In a major speech aimed at calming angry Labour MPs, Starmer admitted the election results were “tough” and accepted responsibility for the setback. At the same time, he promised to rebuild trust, strengthen the UK economy, improve ties with Europe, and protect Britain from being pulled into a war with Ira
Keir Starmer faces Labour leadership crisis after crushing local election losses
United Kingdom Prime Minister Keir Starmer is facing a serious Labour leadership crisis after the party suffered heavy losses in the 2026 local elections across England and Wales. The poor election performance has triggered anger among Labour MPs, with Catherine West warning cabinet ministers that she may begin gathering support for a leadership contest if no one challenges Starmer by Monday. The growing rebellion has raised fresh questions about Starmer’s future as leader of the Labour Par
Keir Starmer faces Labour leadership crisis after crushing local election losses
United Kingdom Prime Minister Keir Starmer is facing a serious Labour leadership crisis after the party suffered heavy losses in the 2026 local elections across England and Wales. The poor election performance has triggered anger among Labour MPs, with Catherine West warning cabinet ministers that she may begin gathering support for a leadership contest if no one challenges Starmer by Monday. The growing rebellion has raised fresh questions about Starmer’s future as leader of the Labour Par
May Day 2026 Theme, History and Significance of International Labour Day Explained
May Day 2026, also known as International Labour Day, is observed globally on May 1 to recognize the contribution of workers in building economies and societies. It is not just a symbolic celebration but a reminder of the struggles, sacrifices, and ongoing demands of the working class. In India, the day is marked by rallies, union meetings, and public discussions focusing on fair wages, safe working conditions, and social justice. While many treat it as a holiday, the deeper purpose lies in evaluating whether workers today are truly benefiting from the progress they helped create. Historical Background and Global Relevance The roots of May Day go back to the Haymarket Affair in Chicago, where workers protested for an eight-hour workday. That movement reshaped labor laws worldwide and laid the foundation for modern worker rights. Over time, May Day evolved into a global platform for workers to demand dignity, equality, and legal protection. Despite these historical gains, many of the original issues—long hours, unsafe conditions, and unfair pay—still persist in different forms across countries, especially in developing economies. May Day 2026 Theme and Its Meaning The International Labour Organization has declared the 2026 theme as “Ensuring a Healthy Psychosocial Working Environment.” This reflects a major shift in focus from physical safety alone to mental well-being in workplaces. Emphasis on reducing stress, burnout, and workplace anxiety Need for policies addressing harassment and discrimination Encouragement of work-life balance and flexible work structures Recognition that productivity should not come at the cost of mental health This theme exposes a critical gap—while companies talk about employee wellness, many still operate in ways that increase pressure and reduce job satisfaction. Importance of May Day in India In India, May Day carries unique significance due to the size of its informal workforce. Millions of workers in sectors like construction, agriculture, and domestic work lack job security and legal protection. Informal workers often do not receive minimum wages or benefits Migrant workers face unstable employment and poor living conditions Social security systems are limited or inaccessible for many Awareness exists, but enforcement of labour laws remains weak This highlights a hard truth: progress in labour rights is uneven, and large sections of the workforce are still left behind. How May Day is Celebrated May Day celebrations in India and across the world are a mix of awareness and activism. Trade unions organize marches and protests Public speeches highlight labour issues and policy gaps Campaigns are run to support worker welfare and rights Governments announce reforms or initiatives, though impact varies These activities create visibility, but without consistent follow-through, they risk becoming routine rather than impactful. Key Challenges Workers Still Face Despite decades of labour reforms, several critical issues remain unresolved: Wage inequality across sectors and regions Lack of mental health support in workplaces Job insecurity due to contract and gig-based employment Poor enforcement of safety regulations Exploitation in unorganized sectors These challenges suggest that while the nature of work has evolved, worker struggles have simply taken new forms. Why May Day Still Matters Today May Day is no longer just about celebrating workers—it is about questioning systems. It forces governments, businesses, and society to examine whether economic growth is inclusive or exploitative. The 2026 theme makes it clear that worker well-being is not limited to physical safety but includes emotional and psychological health. The uncomfortable reality is this: awareness alone does not change conditions. Unless policies are enforced and accountability is maintained, May Day risks becoming symbolic rather than transformative. The real value of this day lies in pushing for measurable change, not just repeating familiar slogans.
May Day 2026 Theme, History and Significance of International Labour Day Explained
May Day 2026, also known as International Labour Day, is observed globally on May 1 to recognize the contribution of workers in building economies and societies. It is not just a symbolic celebration but a reminder of the struggles, sacrifices, and ongoing demands of the working class. In India, the day is marked by rallies, union meetings, and public discussions focusing on fair wages, safe working conditions, and social justice. While many treat it as a holiday, the deeper purpose lies in evaluating whether workers today are truly benefiting from the progress they helped create. Historical Background and Global Relevance The roots of May Day go back to the Haymarket Affair in Chicago, where workers protested for an eight-hour workday. That movement reshaped labor laws worldwide and laid the foundation for modern worker rights. Over time, May Day evolved into a global platform for workers to demand dignity, equality, and legal protection. Despite these historical gains, many of the original issues—long hours, unsafe conditions, and unfair pay—still persist in different forms across countries, especially in developing economies. May Day 2026 Theme and Its Meaning The International Labour Organization has declared the 2026 theme as “Ensuring a Healthy Psychosocial Working Environment.” This reflects a major shift in focus from physical safety alone to mental well-being in workplaces. Emphasis on reducing stress, burnout, and workplace anxiety Need for policies addressing harassment and discrimination Encouragement of work-life balance and flexible work structures Recognition that productivity should not come at the cost of mental health This theme exposes a critical gap—while companies talk about employee wellness, many still operate in ways that increase pressure and reduce job satisfaction. Importance of May Day in India In India, May Day carries unique significance due to the size of its informal workforce. Millions of workers in sectors like construction, agriculture, and domestic work lack job security and legal protection. Informal workers often do not receive minimum wages or benefits Migrant workers face unstable employment and poor living conditions Social security systems are limited or inaccessible for many Awareness exists, but enforcement of labour laws remains weak This highlights a hard truth: progress in labour rights is uneven, and large sections of the workforce are still left behind. How May Day is Celebrated May Day celebrations in India and across the world are a mix of awareness and activism. Trade unions organize marches and protests Public speeches highlight labour issues and policy gaps Campaigns are run to support worker welfare and rights Governments announce reforms or initiatives, though impact varies These activities create visibility, but without consistent follow-through, they risk becoming routine rather than impactful. Key Challenges Workers Still Face Despite decades of labour reforms, several critical issues remain unresolved: Wage inequality across sectors and regions Lack of mental health support in workplaces Job insecurity due to contract and gig-based employment Poor enforcement of safety regulations Exploitation in unorganized sectors These challenges suggest that while the nature of work has evolved, worker struggles have simply taken new forms. Why May Day Still Matters Today May Day is no longer just about celebrating workers—it is about questioning systems. It forces governments, businesses, and society to examine whether economic growth is inclusive or exploitative. The 2026 theme makes it clear that worker well-being is not limited to physical safety but includes emotional and psychological health. The uncomfortable reality is this: awareness alone does not change conditions. Unless policies are enforced and accountability is maintained, May Day risks becoming symbolic rather than transformative. The real value of this day lies in pushing for measurable change, not just repeating familiar slogans.
Why the 50% Wage Rule is Impacting Your Take-Home Pay
You might be receiving the same CTC as before, but a closer look at your bank account could reveal that your take-home pay has dropped. This change is likely due to the new 50% wage rule, which has been introduced under India's revised Labour Codes. While the Cost to Company (CTC) remains unchanged, this rule is quietly reshaping how salaries are structured, particularly the proportion allocated to basic pay, dearness allowance, and retaining allowance. Under the new rule, basic pay
Why the 50% Wage Rule is Impacting Your Take-Home Pay
You might be receiving the same CTC as before, but a closer look at your bank account could reveal that your take-home pay has dropped. This change is likely due to the new 50% wage rule, which has been introduced under India's revised Labour Codes. While the Cost to Company (CTC) remains unchanged, this rule is quietly reshaping how salaries are structured, particularly the proportion allocated to basic pay, dearness allowance, and retaining allowance. Under the new rule, basic pay
Former UK ambassador Peter Mandelson arrested in misconduct probe
Former United Kingdom ambassador to the United States Peter Mandelson was arrested on Monday on suspicion of misconduct in public office, according to confirmation from London’s Metropolitan Police. The 72-year-old veteran Labour Party figure was detained at a property in Camden and taken to a London police station for questioning as part of an ongoing investigation. Police officials said the arrest followed the execution of search warrants at two separate addresses in the Wiltshire and Ca
Former UK ambassador Peter Mandelson arrested in misconduct probe
Former United Kingdom ambassador to the United States Peter Mandelson was arrested on Monday on suspicion of misconduct in public office, according to confirmation from London’s Metropolitan Police. The 72-year-old veteran Labour Party figure was detained at a property in Camden and taken to a London police station for questioning as part of an ongoing investigation. Police officials said the arrest followed the execution of search warrants at two separate addresses in the Wiltshire and Ca
Peter Mandelson to quit house of lords amid Epstein file revelations
Peter Mandelson has announced that he will step down from the United Kingdom’s House of Lords following fresh disclosures connecting him to convicted sex offender Jeffrey Epstein, a development that has prompted a government review and renewed scrutiny from law enforcement authorities. The former British ambassador to Washington informed parliamentary officials of his decision to retire from the unelected upper chamber earlier this week. The move was confirmed by the Speaker of th
Peter Mandelson to quit house of lords amid Epstein file revelations
Peter Mandelson has announced that he will step down from the United Kingdom’s House of Lords following fresh disclosures connecting him to convicted sex offender Jeffrey Epstein, a development that has prompted a government review and renewed scrutiny from law enforcement authorities. The former British ambassador to Washington informed parliamentary officials of his decision to retire from the unelected upper chamber earlier this week. The move was confirmed by the Speaker of th
Why rising labour costs failed to weaken China’s manufacturing dominance
China’s manufacturing success was attributed to cheap labour. That perception has now changed completely. Factory wages in China have climbed close to eight dollars per hour, far higher than those in Vietnam, Malaysia, Thailand, and India. By cost logic alone, China should have lost its position as the world’s manufacturing hub. Instead, it continues to dominate global production, contributing nearly 28 percent of worldwide manufacturing output. The reason lies not in wages, but in produc
Why rising labour costs failed to weaken China’s manufacturing dominance
China’s manufacturing success was attributed to cheap labour. That perception has now changed completely. Factory wages in China have climbed close to eight dollars per hour, far higher than those in Vietnam, Malaysia, Thailand, and India. By cost logic alone, China should have lost its position as the world’s manufacturing hub. Instead, it continues to dominate global production, contributing nearly 28 percent of worldwide manufacturing output. The reason lies not in wages, but in produc
Karnataka High Court Halts Monthly Menstrual Leave Order For Women Employees
The Karnataka High Court on Tuesday put a temporary halt to the State government's order that mandated one day of paid menstrual leave per month for women employees across industries. The policy, issued through a notification on November 20, extended paid menstrual leave to permanent, contractual and outsourced women workers employed in establishments covered under the Factories Act, the Karnataka Shops and Commercial Establishments Act, the Plantation Labour Act, the Motor Transport Workers
Karnataka High Court Halts Monthly Menstrual Leave Order For Women Employees
The Karnataka High Court on Tuesday put a temporary halt to the State government's order that mandated one day of paid menstrual leave per month for women employees across industries. The policy, issued through a notification on November 20, extended paid menstrual leave to permanent, contractual and outsourced women workers employed in establishments covered under the Factories Act, the Karnataka Shops and Commercial Establishments Act, the Plantation Labour Act, the Motor Transport Workers
Elon Musk predicts a future where jobs become voluntary amid rising automation
Elon Musk has suggested that traditional employment may become largely optional within the next decade or two, predicting a dramatic shift in how societies function as artificial intelligence and robotics expand across industries. Speaking at an investment forum in Washington, DC, he said the future of work could resemble a hobby rather than an economic necessity, comparing it to the decision to grow vegetables for personal satisfaction even when they can be purchased easily at a store. Musk
Elon Musk predicts a future where jobs become voluntary amid rising automation
Elon Musk has suggested that traditional employment may become largely optional within the next decade or two, predicting a dramatic shift in how societies function as artificial intelligence and robotics expand across industries. Speaking at an investment forum in Washington, DC, he said the future of work could resemble a hobby rather than an economic necessity, comparing it to the decision to grow vegetables for personal satisfaction even when they can be purchased easily at a store. Musk
Saudi Arabia ends Kafala system, granting migrant workers new freedoms
Saudi Arabia has officially abolished the long-standing Kafala system, a major labour reform hailed as a landmark shift for millions of migrant workers across the Gulf region. The decision marks a new chapter in the kingdom’s ongoing transformation under Crown Prince Mohammed bin Salman’s Vision 2030, an ambitious roadmap to modernize the economy, attract foreign investment, and improve the country’s global image. The Kafala system, which governed the relationship between empl
Saudi Arabia ends Kafala system, granting migrant workers new freedoms
Saudi Arabia has officially abolished the long-standing Kafala system, a major labour reform hailed as a landmark shift for millions of migrant workers across the Gulf region. The decision marks a new chapter in the kingdom’s ongoing transformation under Crown Prince Mohammed bin Salman’s Vision 2030, an ambitious roadmap to modernize the economy, attract foreign investment, and improve the country’s global image. The Kafala system, which governed the relationship between empl
INDIA Bloc Protests in Bihar Over Voter Roll Revision, Labour Code
A massive protest erupted in Bihar as members of the INDIA bloc took to the streets, opposing the Election Commission’s Special Intensive Revision (SIR) of electoral rolls ahead of the upcoming Bihar Assembly elections. The protest, led by the Rashtriya Janata Dal (RJD) and its allies in the Mahagathbandhan, aims to highlight concerns over the revision process, which is perceived as rushed and designed to benefit the ruling National Democratic Alliance (
INDIA Bloc Protests in Bihar Over Voter Roll Revision, Labour Code
A massive protest erupted in Bihar as members of the INDIA bloc took to the streets, opposing the Election Commission’s Special Intensive Revision (SIR) of electoral rolls ahead of the upcoming Bihar Assembly elections. The protest, led by the Rashtriya Janata Dal (RJD) and its allies in the Mahagathbandhan, aims to highlight concerns over the revision process, which is perceived as rushed and designed to benefit the ruling National Democratic Alliance (
AI Chatbot 'Ryan' Highlights Global Labour Market at GLMC Riyadh
At the Global Labour Market Conference (GLMC) in Riyadh, an AI chatbot named 'Ryan' has gained attention for its role as a global labour market advisor. Developed by Riyadh-based Takamol, this AI-driven chatbot provides insights into job trends, workforce data, and economic forecasts related to the global labour market. It is available for interaction both at the conference booth and online, offering responses in multiple languages, including English, Arabic, French, and Spanish. Visi
AI Chatbot 'Ryan' Highlights Global Labour Market at GLMC Riyadh
At the Global Labour Market Conference (GLMC) in Riyadh, an AI chatbot named 'Ryan' has gained attention for its role as a global labour market advisor. Developed by Riyadh-based Takamol, this AI-driven chatbot provides insights into job trends, workforce data, and economic forecasts related to the global labour market. It is available for interaction both at the conference booth and online, offering responses in multiple languages, including English, Arabic, French, and Spanish. Visi









