Welfare and Charity Data

More than a static budget sheet in Excel, an AI financial planning program helps users set budgets and analyze their spending behavior. With a good ML program, company and personal budgets perform better—faster than via traditional methods.

Fair trade certification is the confirmation from an official organization that a product was produced and sold according to fair trade principles: mainly, fair compensation to farmers for their labor. Additional goals of fair trade networks include environmental sustainability and women’s empowerment.

Banks, credit unions, credit card companies, insurance companies, stock brokerages, investment funds, and more must report their activities to government regulatory agencies. Following financial crises in the late 2000s, regulatory compliance has become stricter and more onerous on financial services companies like those listed above. From the stricter need for reporting and the massive amounts of data generated by financial institutions, the regtech industry has sprung up, combining regulatory reporting and big data technology.