Knowledge Management in AI: Why the Hard Part Comes After the Pilot
Organizations are finding that while AI pilots in knowledge management deliver quick wins—answering questions and saving time—scaling these solutions proves far more challenging. The “messy middle” emerges as outdated or duplicated content, unclear governance, and low trust expose gaps that pilots hide. Experts at APQC highlight that without clear ownership, robust content management, and focused change‑management, AI tools stall before enterprise‑wide adoption. To move beyond pilots, firms must clean high‑value content, define roles, and measure real business impact.
ERP Consolidation: How Finance Leaders Can Reduce Complexity and Improve Agility
Finance leaders are increasingly prioritizing ERP consolidation to curb the rising complexity of managing multiple finance systems. As companies expand through acquisitions and global operations, the average finance shared‑services organization now runs three ERP instances, driving higher licensing fees, integration...
APQC CONNECT 2026 Takeaways: Bridging AI, Process, and People
APQC CONNECT 2026 gathered process leaders to confront a common dilemma: AI is advancing faster than many organizations are prepared to use it effectively. Speakers emphasized that without solid process, data, and knowledge foundations, AI initiatives often fail or amplify existing...
Cash Forecasting in Real Time: Why Speed Matters More Than Ever for CFOs
Finance teams are moving beyond forecast accuracy to prioritize speed, turning cash forecasting into a real‑time strategic tool. APQC research of 1,200 finance professionals shows faster forecasts enable decisive liquidity actions, capture fleeting opportunities, and mitigate compounding risks. Manual spreadsheets,...
How AI Boosts Cybersecurity Defenses
Artificial intelligence is reshaping cybersecurity by delivering real‑time anomaly detection, predictive analytics, automated response, and deeper forensic insight. The same technology also empowers threat actors with deepfakes, AI‑generated phishing, and self‑learning malware, creating a two‑sided sword. Experts advise firms to...
How Does Knowledge Management Enhance the Decision-Making Process
Organizations often have abundant data but lack usable knowledge, causing decision paralysis. APQC’s research shows that mature knowledge‑management (KM) programs turn that knowledge into actionable insight, delivering faster cycle times, higher quality, and reduced rework. Companies that embed KM practices...
Advanced Supply Chain Planning: How to Build a More Resilient Operation
Advanced supply chain planning is emerging as a strategic priority, enabling firms to anticipate disruptions rather than merely react. APQC research highlights that only 19% of organizations have real‑time supply chain data, underscoring a critical data‑maturity gap. Companies that invest...
What Is Business Process Management?
Business Process Management (BPM) is a discipline that designs, governs, and continuously improves how work flows across an enterprise, linking every activity to strategic goals. While many equate BPM with documentation or software, the real value lies in end‑to‑end thinking...
BPO Is Being Reinvented, Are You Ready?
The article argues that Business Process Outsourcing (BPO) is being reshaped by AI, especially agentic AI, which can execute end‑to‑end workflows autonomously. Companies must now evaluate AI readiness alongside traditional criteria like cost and talent when selecting partners. Successful BPO...
Digital Transformation Success Starts with Strong Project Leadership
APQC’s productivity research shows roughly 30% of employee time is lost to unproductive tasks such as searching for information and redundant meetings. While 30% of organizations have partially integrated digital tools and another 30% are mostly integrated, only 18% achieve...
How to Streamline the Annual Closing Process and Speed Up Year-End Close
Finance leaders are urged to accelerate their annual close, with top‑performing firms finalizing in ten days or less versus the industry median of eighteen days. APQC’s research shows that 31% of organizations already embed AI in record‑to‑report processes, while another...
Great Streamlining Starts With Great Alignment
APQC CONNECT 2026 in Houston will showcase how organizations are turning the Bridge‑Streamline‑Flow mantra into measurable results. Speakers from Magna International, Intermountain Health, AWS, and others detailed breakthroughs such as a company‑wide process framework, cross‑functional talent‑acquisition tools, and strategic embedding of knowledge‑management...
Why Change Management Fails (and How Organizations Can Avoid It)
Organizations often stumble in change initiatives not because they lack vision, but because they juggle too many projects at once, stretching limited capacity and creating change fatigue. APQC research highlights competing priorities, insufficient readiness assessments, and poor sequencing as the...
How Organizations Can Reduce Accounts Payable Costs
Organizations can slash accounts payable (AP) expenses by tightening process clarity, reinforcing controls, and standardizing invoice handling. APQC data shows top performers spend only $0.38 per $1,000 of revenue, versus $0.92 for laggards, translating into potential savings of over $500,000...
Before You Automate Order Management, Fix These 3 Things First
Automation is becoming a top priority for order‑to‑cash teams, yet APQC research shows that 35% of firms still struggle without core process foundations. Standardized workflows, cross‑functional collaboration, and a customer‑experience focus are identified as the three prerequisites before scaling automation....