According to Microsoft’s 2026 Work Trend Index, the number of active AI agents inside Microsoft 365 grew fifteenfold over the past 12 months, and eighteenfold at large enterprises.
The same report, which surveyed 20,000 knowledge workers across 10 countries, offered a caution alongside that growth. Organizational factors such as culture, manager support and talent practices accounted for roughly two-thirds of the measured impact of AI, about twice the weight of anything individual employees did on their own. Only 26% of respondents said their leadership was clearly and consistently aligned on AI.
Companies are deploying agents faster than they are reorganizing around them, a gap Microsoft’s researchers call the “Transformation Paradox” and describe as “at its core, a systems problem.”
The resources are moving regardless. BCG’s Applied AI Index 2026, released in September, found that AI spending has nearly doubled, from about 1.7% of revenue in late 2025 to 3.3%.
More than 80% of that budget now sits outside the IT department, with business units funding projects they expect to show up in their own results. BCG found that nearly half of companies are now generating measurable value from AI, but the controls have not kept pace. While 42% expect to give AI agents decision-making authority by 2030, only 5% have the full set of controls in place today.
For agents that act inside finance, supply chain and customer operations, those controls depend on the systems underneath. An agent that approves an invoice or reroutes an order is only as reliable as the data it reads and the process rules it follows.
Many enterprises are still running those systems in configurations designed for people working through screens, which turns a large share of AI adoption into a modernization project.
That work has become an important part for the companies that are situated between these organizations and their customers. This past week Sonata Software announced that it had earned Microsoft’s 2026–2027 AI Business Solutions Inner Circle award, its sixth Inner Circle recognition.
“Inner Circle partners represent our top selling partners worldwide,” said Niels Jensen, Microsoft’s AI Business Solutions ERP lead in Enterprise Partner Solutions, describing a group that works closely with Microsoft “to deliver transformative business outcomes at scale.”
Sonata has worked with Microsoft for more than three decades. Anthony Lange, Sonata’s Chief Revenue Officer (article’s featured photo), described the shift in terms that echo the Work Trend Index findings.
“The ability to embrace AI to deliver value and enterprise velocity will differentiate organizations in an AI-led era,” the executive said. “Together with Microsoft, we’re helping them move from systems of record to systems capable of autonomous action.”
Sonata groups its tooling for that work under Sonata Harmoni.AI, which is responsible-first and spans AI-led modernization, AI-ready data, AI operations and AI-led service delivery.
In 2026, the earlier highlighted BCG and Microsoft reports both point to the same conclusion. Agents are arriving quickly, resources are following, and the companies seeing returns are the ones that have rebuilt their workflows and controls around the technology.
