Business Operations

An accounts payable team at a professional services firm hired a consultant to automate invoice processing. The scope looked clean: structured PDFs, a consistent vendor list, a known ERP destination. Discovery took one week. The exception inventory surfaced forty-three vendor formats instead of the expected twelve, and one vendor in the top ten by volume formatted line items across two rows in their PDF rather than one. That single variance meant the parser split a combined line into two separate charges and calculated a different total on every invoice that vendor sent. ...

Most AI consulting pages are written from the seller’s point of view. They promise transformation, custom solutions, and strategic guidance, but they rarely help a buyer answer the harder question: do you need advice, implementation, governance, or an owner for a live system after launch? That distinction matters because many proposals blur strategy work and delivery work together. A firm can be strong at roadmap creation and still be weak at system design, approvals, integration planning, or post-launch ownership. For buyers, that gap is where time, budget, and credibility usually get burned. ...