AI Workflow Leak Audit Before You Build

The AI Workflow Leak Audit helps companies choose the first commercially useful AI automation workflow.

Stob.AI maps repeated manual steps, broken handoffs, reporting gaps, data issues and places where AI can support a controlled business process.

The audit ranks opportunities by impact, effort, risk and adoption difficulty, then outlines what can be built in 30, 60 and 90 days.

It is designed to stop teams buying tools before the workflow and business case are clear.

Stob.AI is useful when a company has the right tools but the work still depends on people copying data, chasing updates, rebuilding reports or remembering the next step.

The approach is deliberately practical: map the workflow, identify the commercial bottleneck, connect the existing stack, add AI where judgement or language work is useful, then document the system so the team can run it.

Common projects involve Make.com automation, CRM workflow design, sales automation, business process automation, reporting dashboards, AI-assisted document handling, lead research, follow-up routing and operational handoffs.

The goal is not automation for its own sake. The goal is a business system that protects margin, saves admin time, improves response speed and gives leaders clearer visibility without adding unnecessary headcount.

Stob.AI works best with teams that already have demand, customers, sales activity or operational complexity, and now need the operating layer between their people, tools and data to be more reliable.