Organizations Rush Toward AI While Foundational Data Challenges Persist

Following its acquisition of Cause + Effect Strategy, Insero Advisors highlights why strong data foundations are critical to effective AI adoption.

ROCHESTER, NY, UNITED STATES, October 20, 2026 /EINPresswire.com/ — Artificial intelligence (AI) continues to attract attention from organizations looking to improve efficiency, automate processes, and make better use of business information. However, successful AI initiatives depend heavily on the quality and structure of the data behind them.

Insero Advisors is drawing attention to a challenge that can be overlooked as organizations move quickly to explore AI: many businesses still have foundational data issues that can limit what AI tools can accomplish.

Common challenges include inconsistent or incomplete data, a lack of documented data definitions, systems that do not communicate effectively with one another, and limited governance over how information is collected, stored, accessed, and maintained.

The issue has become a greater area of focus for Insero following its recent acquisition of Cause + Effect Strategy, a data, analytics, and AI services firm. The combination expands Insero’s advisory capabilities to include business strategy, data architecture, data engineering, analytics, and AI services designed to help organizations better connect business goals with the systems and information that support them.

When those issues remain unresolved, AI tools may work with incomplete, duplicated, outdated, or conflicting information. The result can be unreliable outputs and additional work for employees who must verify or reconcile the information produced.

A strong data strategy can help organizations establish a more reliable foundation. That process may include identifying where critical data is stored, standardizing definitions, improving data quality, connecting systems where appropriate, assigning responsibility for data management, and establishing governance policies.

Insero’s expanded data and AI services also address the systems and infrastructure behind that foundation. Data architecture and data engineering can help organizations integrate information across platforms and create more consistent data environments, while analytics and AI services can help businesses apply that information to decision-making, automation, and other operational priorities. Insero’s Unlocking AI offering also focuses on helping organizations evaluate and prepare for emerging applications of agentic AI.

Organizations also need to determine which information is appropriate for different AI applications and how sensitive business, customer, employee, or financial data will be protected.

“The quality of your data plays an important role in the value AI can deliver. Organizations that take a thoughtful approach to strengthening their data foundation are better positioned to turn AI investments into meaningful business results,” said John Loury, Managing Director, Analytics + AI, and Partner at Insero Advisors.

AI strategy and data architecture are closely connected, but the order matters. Organizations that begin by addressing the quality, accessibility, structure, and governance of their data are better positioned to evaluate where AI can provide practical value.

For businesses exploring AI, the first question may not be which AI platform or application to adopt. A more useful starting point is whether the organization’s existing data is ready to support AI adoption.

About Insero Advisors

Insero Advisors is an accounting and advisory firm that supports businesses, nonprofits, and organizations with complex financial, regulatory, and operational needs. The firm provides a wide range of services, including audit, tax, accounting, strategic advisory, transaction advisory, business strategy, data architecture, data engineering, analytics, and AI. Through its integrated capabilities, Insero helps organizations strengthen financial reporting, maintain regulatory compliance, improve operational performance, and make informed strategic decisions.

Insero has also earned recognition for its workplace culture, consistently ranking among the Best Companies to Work For in New York. The firm’s people-first approach emphasizes professional growth, collaboration, and a shared commitment to delivering exceptional client service.

Sarah Stage
Insero Advisors, LLC
+1 585-454-6996
contact@inseroadvisors.com

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