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Why Today's AI Shopping Agents Can't Handle Configurable Products (Yet)

How AI Can Improve Client Satisfaction and Drive Growth for Fund Administration Firms

For firms that provide fund administration, accounting, compliance, reporting and other back-office services to private-capital managers, artificial intelligence offers more than a cost-reduction opportunity. Properly deployed, it can materially improve client satisfaction, deepen relationships and become a powerful new-business advantage. 

AI Is Redefining Value Creation in Private Equity

For years, technology within private equity was largely viewed as a cost center. IT investments focused on keeping systems running, reducing infrastructure costs, and supporting portfolio company operations. Today, that mindset is changing.

Distributor Pricing Strategy: The Three Prices Every HVAC and Plumbing Distributor Is Really Managing

Every HVAC and plumbing distributor runs three distinct pricing models at once:

Why AI Governance Matters More Than the AI Model

Every B2B Commerce platform has AI agents now. They demo well, they are getting easier to build, and a single agent pointed at one job can do genuinely useful work. 

Why AI Governance Matters More Than the AI Model

Every B2B Commerce platform has AI agents now. They demo well, they are getting easier to build, and a single agent pointed at one job can do genuinely useful work. 

Agentic Buying for Configurable Products: Why Buying Isn't the Hard Part

Agentic commerce stopped being a demo in late 2025. OpenAI launched Buy it in ChatGPT on the Agentic Commerce Protocol (ACP) it built with Stripe; Google announced the Universal Commerce Protocol (UCP) at NRF in January 2026; and McKinsey began estimating that agents could mediate three to five trillion dollars of consumer commerce by 2030. The checkout moment, the part where an agent turns a chosen product into a completed purchase, went from concept to shipping standard in about two quarters.