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In-depth analysis, research, and practical guides covering every dimension of business operations.
Dun & Bradstreet's survey of 10,000 businesses finds only 28% report broad or strong AI returns, unchanged from last quarter. Among companies with fully AI-ready data, 81% do.
A New York Fed survey finds 48.8% of workers had no in-person meetings on their last office day, and 52.4% of those with meetings held one online with everyone in the building. Mandates are filling desks, not meeting rooms.
Ricoh finds 90% of decision-makers believe their tools and systems are connected, while 76% of employees say their jobs would be easier if those tools worked better together. The gap is now slowing AI adoption.
Pindrop logged 727,000 AI agent interactions in two months as the Meta Muse app took off, and 64% of Muse calls reached a human agent. Customer-side automation is adding contact volume, not removing it.
Workthere finds global flex office occupancy hit a record 85% in 2026, and flex members now come in more often than traditional office workers. The flexible hedge in most real estate plans is getting harder to buy.
Gartner finds 86% of CIOs see AI risk growing faster than AI value, by four times on average. 71% plan to deploy AI agents within a year, but only 21% have agentic AI governance in place.
Owl Labs finds 45% of U.S. knowledge workers often work Sundays and 38% report meeting fatigue. Microsoft data shows interruptions every two minutes, pushing focused work into the weekend.
A Use.AI survey of 8,316 AI users finds almost half have received AI work that needed correcting, and 58% say their workplace has no rules for checking it before it circulates.
Gartner finds only 13% of CIOs have seen significant AI value, and just 17% have rules for retiring low-value AI in production. Those that do are 2.6 times more likely to lead.
Five9 finds trust that AI can resolve an issue rises from 26% to 55% when a human option is visible, and 92% of consumers give AI less than 10 minutes.
KPMG finds 81% of U.S. CEOs expect rising AI costs to reshape margins more than labor costs over five years, while only 9% call AI agents transformational. AI is becoming a cost line that needs managing.
Cognizant finds 80% of employees want more AI than their jobs permit and up to 82% say their tools fall short. Two-thirds of office professionals already use AI their employer does not allow.
Ravelin finds 27% of online shoppers in the UK, Germany and France admit abusing refund policies, and 98% of attempts succeed. With AI making fake evidence cheap, refund policy has become a margin decision.
Gartner finds 63% of procurement leaders expect AI to significantly improve performance within three years, yet only 25% have redesigned jobs or roles because of it. Middle-skilled work is under the most pressure.
EY finds half of 1,200 CEOs credit AI for their biggest productivity gains, yet only 16% can see AI returns in real time. Workers save 11 hours a week, but just 13% see their company performing significantly better.
A study of 236 sales reps at Stripe and Checkr finds managers gave higher-value work to 44% of top-quartile reps after AI adoption, versus 12% of the bottom quartile. The study points to AI literacy, not talent, as the deciding factor.
Cloudflare says non-human traffic has already overtaken human visits, and DataDome finds bad bot traffic up 124% in a year. For operations teams, the bigger risk is decisions built on polluted data.
Zingtree finds 50% of consumers repeat themselves after an AI-to-human transfer, and nearly 9 in 10 tell Alchemer AI has hurt their service experience. The fix sits in the handoff, not the bot.
Sinch’s survey of 2,501 shoppers finds 81% confident AI can handle order tracking but only 62% for billing changes. Confidence in AI depends on the task, and service routing should too.
Manhattan's available office supply hit its lowest level since 2020 as asking rents jumped. CBRE data shows employees still come in less often than employers plan for, and AI is starting to shape space decisions.
ActivTrak’s 2026 benchmark shows collaboration time up 34% over three years while reported productive hours rose just 5%. Hubstaff’s data on 140,000 workers shows where the focus went.
Gartner expects AI spending to jump 49.5% this year, largely through software companies already own. Workday’s research shows the cost when those tools stay disconnected: a workday a week spent gluing systems together.
Gartner predicts 30% of employees laid off for AI will need to be rehired by 2029, and that cost-cutters will be eclipsed by competitors who reinvest. The evidence on headcount cuts is already weak.
Microsoft’s account of its own AI rollout credits its biggest gains to redesigned workflows, not wider licensing. Its supply chain cut a 10-day planning cycle to under 2.5 days.
A survey of 2,527 enterprise leaders finds 74% have shut down or rolled back a live AI customer agent, and mature guardrails do not help. Investment is rising anyway.
Surveys released this month show AI use is close to universal while value measurement barely exists. The organizations that track outcomes formally report returns on a different scale.
Fidelity's five-day mandate took effect in September with one carve-out: phone-based customer service. The exception says a lot about what attendance rules actually measure.
New surveys of 1,300 contact center leaders and professionals show AI adoption racing ahead of the data and integration it depends on. The gap now decides who sees a return.
New research maps the expanding mandate of today's COO. We surveyed 400 operations leaders to understand how the role is changing faster than most boards can keep up.
As AI automates the work that once developed junior leaders, organisations are discovering a troubling gap in their management bench. The companies getting it right are taking a very different approach.
A landmark study of 1,200 operations managers across 18 industries identifies the five habits that predict team performance. The findings challenge some deeply held assumptions about what great leadership actually looks like.
New data shows that 68 percent of digital transformation programmes fail to achieve their stated objectives. The organisations that beat the odds share a set of design principles that most others ignore entirely.
After years of promising pilots that never reached the factory floor or the service desk, a new cohort of operations leaders has cracked the scaling problem. Their frameworks offer a practical blueprint for organisations still stuck in proof-of-concept mode.
A sweeping economic analysis quantifies the cost of slow digital adoption across mid-market operations. The findings reveal a structural productivity gap that is widening with every quarter of inaction.
Operations teams are losing their most capable people to tech companies and consulting firms at a rate that is threatening business continuity. Leaders who have solved the retention problem share what actually works.
Two years into the great hybrid experiment, the data is finally clear enough to draw conclusions. The results will surprise executives on both sides of the return-to-office debate.
The organisations producing the best frontline and mid-level operations talent share an approach to development that looks nothing like traditional training. We break down the model and the data behind it.
Microsoft, Google, Zoom, and a new generation of challengers are fighting for the unified communications budget. For IT and operations leaders, the choice has never been more consequential or more confusing.
After a decade of vendor promises, independent benchmarking data finally puts hard numbers on automation ROI across 14 function areas. The results reveal a wide gap between what vendors claim and what finance teams can actually verify.
The average knowledge worker now navigates 11 different applications to complete a single task. New research links tool proliferation directly to burnout, error rates, and attrition, and points to a clear path out.
The tension between finance and operations has never been higher, but a growing cohort of CFO-COO partnerships is demonstrating what alignment actually looks like. Their shared frameworks are reshaping how operational investment decisions get made.
A comprehensive study of 800 organisations across six sectors quantifies what poor operational performance actually costs. For most businesses, the number is far larger than anyone on the leadership team has acknowledged.
Traditional annual planning cycles are breaking down in the face of rapid change. We examine the adaptive planning methodologies that leading operations teams are using to stay ahead of disruption without sacrificing strategic clarity.
The organisations at the frontier of process automation have moved well beyond simple rule-based tools. We examine the architectural decisions, governance models, and team structures that distinguish leaders from laggards.
Unstructured documents, version proliferation, and broken approval workflows cost the average mid-size organisation 2.3 weeks of productive work per employee each year. Here is the framework that leading teams are using to take back control.
The core tenets of lean operations, waste elimination, continuous improvement, and flow optimisation, are getting a major upgrade as AI tools enter the toolbox. Early adopters are reporting efficiency gains that would have been unthinkable five years ago.
