Address the problem behind the performance number.

Start with the decision your team owns

• Medical economics and finance Use Cognitive CxO to see what is driving cost and what a provider's cost difference is made of, before choosing a response.
• Payment integrity Use Conciencia to find improper payments before and after they are made, with findings your reviewers can enforce and root causes you can fix once.
• Benefit design Use Cognitive CxO to understand what a benefit policy costs, whom it affects, and what changes if you revise it.
• Network leadership Use Cognitive CxO to see the market your network sits in, including consolidation, care deserts, and fragile markets. Ask about your Market Atlas.
• Clinical and population health Use Visión to identify members at risk of disease progression while there is still time to help, and aim care management dollars where they can change outcomes.
• Navigation and member support Use Visión to identify care options that fit each member's needs and circumstances.

Where the work connects.

A rise in spending for people with a chronic condition may involve care needs, access constraints, and payment problems. Cognitive CxO examines the operating pattern. Visión helps clinical teams identify people at risk of disease progression. Conciencia supports review of suspicious payments. Use the products the question requires, connect their findings, and give each response a clear owner and a defined way to evaluate the result.

By line of business

• Commercial Understand how cost trend, benefit design, and provider markets affect affordability and usable care. Inform benefit and contracting decisions without treating a lower price alone as better value.
• Medicare Advantage Identify members whose chronic conditions may be progressing and examine post-acute care patterns in their clinical context. Focus review and care-management resources where an appropriate response may help.
• Medicaid Examine network gaps, dependence on individual providers, and how rate or policy choices may affect access. Keep the responsible plan, state program, and operating team clear.

Different starting points. A clear operating owner.

A provider-cost question should not automatically become a care-management program. A clinical-risk signal should not automatically become a payment review.

Start with the decision, then identify the relevant product, the user, and the team responsible for the response. Keep clinical appropriateness and the member’s needs visible alongside the financial question.

For people eligible for both Medicare and Medicaid, clarify which organization is responsible for each action, which pays for it, and which receives any financial benefit.

Fit the engagement to the problem

If your use case is clear, discuss the supported product scope. If the question or data is unresolved, frame a Challenge Question with Knowledge Labs before committing to a broader operating change.

In either case, define what your team receives and how it will be used. Acceptance of an analytical deliverable and proof of downstream business value are separate questions.