Systems | Development | Analytics | API | Testing

For most finance teams, the journey from annual planning through to financial close is anything but smooth. Spreadsheets pile up, emails get lost in inboxes, and critical financial data lives in disconnected systems across business units. The result? Delayed decisions, eroded profitability, and a planning process that exhausts the very people responsible for driving the organization forward.

If your organization is still running SAP ECC, the clock is ticking. SAP has set 2027 as the end of mainstream maintenance for SAP ECC 6.0. This announcement means no more standard support, security patches, or bug fixes after that date. For large enterprises in manufacturing, food and beverage, pharma, chemicals, and logistics, the pressure to complete an S/4HANA migration before that deadline is becoming impossible to ignore. The risk isn’t just technical.

Product teams tasked with providing an AI analytics and BI platform to finance organizations see a unique set of challenges. Finance organizations are subject to SOX, GDPR, EU AI Act compliance on top of accurately closing the books and preparing for the potential of an audit. In a highly regulated industry like finance, product leaders building solutions for finance leaders need accurate insights they can trust that hold up to audits and regulatory scrutiny.

Most AI pilots fail to reach production not because the models don’t work, but because enterprises struggle with data governance. While pilot-phase AI projects demonstrate impressive results in controlled environments, they hit governance walls when moving to enterprise-scale deployments. This post examines why AI initiatives stall before production and provides a governance-focused approach for breaking the cycle.

In 2025, insightsoftware was recognized in Gartner’s Magic Quadrant for Financial Planning Software. The recognition focuses on insightsoftware’s JustPerform product, which offers web-based budgeting, planning, and forecasting with an Excel-like interface and self-service reporting, dashboards, and analytics.