Why Most Businesses Fail at AI Automation (and How to Get It Right)
AI automation has become a priority for many organizations. Tools are more accessible than ever, implementation costs are lower, and success stories are widely shared. Yet despite this, a large number of automation initiatives fail to deliver meaningful results. The problem is not the technology.It is how automation is approached. This article explains the most […]
The Real Cost of Manual Work: A Practical Calculator for Operations, Sales, and Support

Manual workflows are one of the most consistent—and least visible—sources of inefficiency in growing businesses. They rarely appear as a line item in budgets, yet they consume significant time, introduce avoidable errors, and slow response cycles across operations, sales, and customer support. This article provides a straightforward method to quantify the cost of manual work […]
PwC expects end-to-end AI audit automation within the year

The integration of artificial intelligence (AI) into audit practices is rapidly transforming the accounting industry, and the Big Four accountancy firm PwC is at the forefront of this shift. During a recent briefing held at PwC’s New York office, Shawn Panson, who leads US assurance transformation at the firm, announced that PwC is on course […]