Evaluating ChatGPT and GenAI for Real Business Operations Evaluating ChatGPT and GenAI for real business operations requires a different standard from evaluating a demonstration. A demo can succeed with curated prompts, handpicked documents, and a knowledgeable user who understands the limitations. Production operations involve incomplete requests, changing source data, permission differences, exceptions, integration failures, and [...]
AI Compliance Across Finance, Sales, and Support Workflows AI compliance across finance, sales, and support workflows cannot be managed with one generic rule because the business consequences are different in each function. Finance AI may touch invoices, forecasts, approvals, or account data. Sales AI may draft customer-facing material, summarize calls, or recommend opportunity priorities. Support [...]
AI Risk Management for Security and Compliance: Key Controls to Define Security and compliance teams need AI risk controls that can be implemented, tested, and operated, not principles that stop at policy language. As enterprises deploy copilots, predictive models, generative AI search, document automation, and agentic workflows, leaders need to define who may use each [...]
AI Technology in Business: What's Next for Decision Support Business AI is moving beyond content generation toward systems that assemble context, compare options, detect patterns, and prepare recommendations inside operational workflows. For leaders evaluating AI technology in business, the next phase of decision support is less about adding another chatbot and more about connecting trusted [...]
Practical GenAI Examples for High-Value Business Use Cases Practical GenAI examples matter because most executive teams have already seen the technology write text or answer questions. The harder question is where those capabilities create high-value business use cases inside real operations. Value appears when GenAI removes information friction, improves consistency, and fits a controlled workflow [...]
Small Business AI for Decision Support: Where to Start Small business AI for decision support often stalls because the starting point is framed too broadly. Owners hear about forecasting, copilots, automation, and predictive analytics, then try to choose a technology before identifying the decision that needs better support. A more reliable starting point is the [...]
What's Next for AI and Machine Learning in Business Decision Support Business decision support is moving beyond static dashboards and one-off AI assistants toward systems that combine trusted data, predictive models, natural-language interaction, and workflow context. For CIOs, CTOs, COOs, finance leaders, and data leaders, the next stage of AI and machine learning is not [...]
How AI Supports Customer Service Across Finance, Sales, and Support Customer service problems rarely stay inside the service desk. A billing dispute may need finance data, an order question may require sales context, and a renewal issue may depend on support history. AI in customer service can help connect these fragments, but only when leaders [...]
Enterprise Security AI: Governance Priorities for Risk and Compliance Leaders Enterprise security AI can help teams sort alerts, organize evidence, summarize risk context, and support compliance review, but those capabilities also introduce a governance question: who is accountable when AI influences a risk decision? For risk and compliance leaders, the answer cannot be delegated to [...]
AI in Customer Service Across Finance, Sales, and Support Workflows Customer service rarely belongs to one department. A customer asking why an invoice changed may start with support, require finance context, and expose a sales commitment that was never reflected in the billing record. AI in customer service can help teams work across those boundaries, [...]
