AI Assessment for financial process optimization

The challenge

Before starting investments in AI, a financial operation needed to understand where the technology could generate real operational impact. The challenge was to transform a broad set of ideas into concrete use cases, associated with processes, data, integrations, operational effort, and decision criteria.

The solution developed

CISP1 conducted a corporate AI assessment based on mapping workflows, bottlenecks, manual activities, and decision points. The analysis also considers data availability, necessary integrations, dependencies, and implementation complexity.

The result is a prioritized map of AI applications, structured to guide execution. Instead of producing only conceptual recommendations, the assessment connects each opportunity to a business process and the conditions necessary for implementation.

How the application works

• Maps main processes and workflows.
• Identifies manual activities, bottlenecks, and decision points.
• Surveys relevant data, systems, and integrations.
• Evaluates use cases by impact, feasibility, and dependencies.
• Organizes a prioritized roadmap for implementation.

Value for the operation

• Reduces the risk of starting initiatives disconnected from the operational process.
• Prioritizes use cases with a clear connection to business objectives.
• Preemptively exposes data and integration dependencies.
• Creates an executable basis for investment and implementation decisions.

Capabilities applied