MassCPAs Report Helps Finance Teams Navigate Complex Technology Decisions

BOSTON — The Massachusetts Society of Certified Public Accountants (MassCPAs), in partnership with CPA Crossings, has released “2026 Corporate Finance Technology Selection: Practical Frameworks for Vendor Evaluation and Implementation, a report that provides mid-market finance teams with practical, vendor-neutral tools to evaluate and implement modern finance technologies in an increasingly complex and AI-driven environment.

As finance teams face tighter close timelines, increased audit scrutiny, and a growing number of technology options, the report helps organizations make informed decisions without the need for large IT departments or consulting budgets. Developed with input from industry practitioners, the report highlights several key insights:

• AI confusion is leading to unnecessary costs. The report distinguishes between rule-based automation, machine learning, generative AI, and agentic AI. These categories are often blurred in the market, leading firms to pay for capabilities that may not match their needs.

• Total cost is significantly higher than expected. Software licensing typically represents only 20% to 30% of total ownership cost. For a $50 million manufacturer, five-year costs can reach $4.6 million when factoring in implementation, integration, data migration, internal labor, and training. The report recommends adding a 15% to 20% contingency to vendor estimates.

• Data quality determines success. AI tools depend on clean, structured data. The report outlines four readiness benchmarks, including high coding accuracy, low duplicate rates, strong field completion, and sufficient historical data. Without these, results may be unreliable.

• Governance gaps create audit risk. Common issues such as excessive user access and unmonitored controls often surface during audits. The report emphasizes building governance into implementation from the start.

The report also outlines immediate steps finance teams can take, including establishing baseline metrics, building five-year cost models, assessing data readiness, and defining control requirements before vendor selection.

“Throughout New England and across the profession, finance leaders are being asked to modernize quickly while also managing risk, cost, and uncertainty, “ said Zach Donah, president and CEO of MassCPAs. “As the role of the CFO and finance and accounting teams continues to evolve from financial steward to strategic advisor, this report gives them a practical way to evaluate options, avoid costly missteps, and make decisions that hold up under scrutiny while position their organizations for long-term success. It also reflects our broader commitment to equipping the profession with the insight and tools needed to navigate what’s next.”

Additional resources include a vendor evaluation scorecard, a four-phase implementation roadmap, and industry-specific guidance for manufacturing, distribution, SaaS, and professional services. The executive summary and full report are available at masscpas.org/corpfintech26.