Thought Leadership

AI-Enabled or AI-Native? The Difference Between an AI Assistant and an AI Engine

According to Gartner, Artificial Intelligence (AI) spending is hitting a vertical climb, projected to reach a $2.52 trillion market by 2026. Expanding at 44% annually, the industry has moved beyond. Read More

From Service Hubs to Innovation Engines: The Next Mandate for Philippine GCCs

For decades, the global capability center model was built around a clear proposition: concentrate talent, standardize or optimize processes, improve service quality, and deliver at scale. That proposition remains valuable. Read More

Research Integrity Monitoring Is Publishing’s New Infrastructure

A closer investigation revealed that a default model setting had been left unchanged during implementation. As a result, the contribution of reasoning-related tokens to the overall usage was far more than estimated. Read More

Beyond ‘Smart’ AI Models and Human Oversight: Operationalizing AI for OFAC Compliance

The global banking industry is undergoing a complex race to modernize. As cross-border payments grow, trade finance becomes more complex, and customer onboarding speeds up, financial institutions are increasingly using AI Read More

Why AI Optimization Doesn’t End at Go-Live

A closer investigation revealed that a default model setting had been left unchanged during implementation. As a result, the contribution of reasoning-related tokens to the overall usage was far more than estimated. Read More

Accessibility on Demand: From Remediation to Predictive Governance

Forward-deployed AI refers to AI systems or software operating within a client’s operational environment, building and running AI systems for that one business, rather than shipping something generic and hoping it fits. Read More

Alt Text for Scientific Images: A Publisher’s Field Guide to Charts, Graphs, and Equations

Accessibility has become a fundamental requirement of digital publishing. Yet for STM publishers, creating accessible content presents a unique challenge. While alt text is commonly used to describe images across websites Read More

10 Ways to Improve Collections Performance with Data & AI in 2026

One invoice may be waiting on customer approval. Another may be tied to a pricing dispute. A third may already be paid but still sitting in unapplied cash. Read More

2026 Outlook: The Future of AI-Powered Collections

A dashboard can show risk without changing ownership. A model can rank overdue accounts without knowing whether cash is blocked by a dispute, missing remittance, unapplied cash, or a credit issue. Read More

Part 3: The Hybrid AR Model—CFO Framework for AI vs. Human Outreach

As organizations scale globally, expanding footprints quickly create a fundamental challenge for Treasury and Accounts Receivable (AR) teams: the cost of international collections can easily swallow the margins on late-paying accounts. Read More

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