Flowgear Launches AI Readiness Assessment for Enterprises

Flowgear, a governed integration and orchestration platform, launched an Integration and AI Maturity Assessment on Tuesday. The advisory service evaluates a company's business objectives and technical architecture together, then produces a prioritized roadmap for AI deployment, Flowgear said.

The launch follows a period when AI adoption outpaced the ability to scale it. Nearly 90 percent of companies use AI in at least one business function. Fewer than one-third can move programs beyond a pilot stage, according to industry data cited by Flowgear. A widely discussed MIT study found that 95 percent of organizations see "zero return on their AI investments."

Flowgear's argument is that the failure sits in the data layer, not the models. Disconnected software systems, undocumented manual workarounds, trapped departmental data, and weak governance undermine execution. The assessment targets those failure points. It maps operational bottlenecks, spreadsheet dependencies, approval delays, and high-value automation opportunities. It also reviews existing integrations, reference architectures, security boundaries, and data accessibility across cloud and hybrid environments, plus legacy on-premises applications.

"Every organization wants to excel at AI, but AI can only deliver reliable outcomes when it works with accurate, consistent, and properly controlled data," said Anthony Miller, Chief Revenue Officer at Flowgear. "If your systems aren't connected and your data isn't clean, you cannot sprint to AI. Our assessment gives business leaders a clear blueprint that connects strategic KPIs directly to clean, orchestrated data flows."