Thought Leadership

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

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

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

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

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

Optimizing regional dunning notifications and data hygiene fixes only addresses top-of-funnel customer communication. For the corporate treasury, the critical failure point of international collections isn’t language—it is infrastructure. Read More

This is a common consequence of legacy enterprise data models. Many ERP and CRM systems still inherit communication settings from the parent company, assuming that corporate headquarters accurately represent every subsidiary. Read More

In publishing and content operations, technology rarely breaks down because it lacks power. It breaks down because it does not understand the conditions under which publishing work is actually done. Read More

Generative AI has moved well beyond experimentation. Across industries, organizations have reaped significant benefits by integrating foundational models into their workflows. From scientific publishing and research operations to customer support. Read More