Managed AI Research Solutions

Sapien provides managed research for decisions about products, marketing, prices, audiences and market strategy. We build a simulated audience for your question, compare the alternatives and help interpret the findings in an interactive report.

Choose the work by the decision it must support. A message comparison holds the product facts steady; a package redesign changes the offer. A need discovered in customer records may call for a different solution rather than stronger copy. The study brief should preserve those distinctions.

The buying decision defines the solution

• Concept testing — Which complete idea should move into development, revision or a product test?
• Ad and creative testing — Which execution communicates the benefit, and what should the creative team change?
• Message testing — Which promise is understood and credible for the same defined offer?
• Prices, promotions and bundles — Which feasible price or package direction deserves a commercial test?
• Audience segmentation — Which needs and buying situations justify serving groups differently?
• Brand positioning — Which strategic promise fits the audience and the offer the business can deliver?
• Market strategy — Which entry, growth or competitive scenario is worth the next investment?
• Customer needs — Which response addresses the problem in the customer evidence?

A managed study, with responsibilities agreed

Our team builds the audience, runs surveys, interviews and comparisons, and helps turn the findings into a recommendation. Relevant customer data and past research can add context. You can explore responses, compare audiences and ask follow-up questions of the same simulated population.

Agree the complete offer materials, audience, outcome and review needs before the work starts. The brief should also name the commercial or product owner who can act on the recommendation and the researcher who will review the evidence. Scope the fee, schedule and included revisions for the actual project.

The proof belongs to the intended use

Read our methodology overview and validation evidence when evaluating the approach. A validation pilot can be scoped around a suitable reference and an acceptance rule agreed before the answers are revealed.

Keep physical performance, fresh lived experiences and actual market behavior with the sources able to measure them. A modeled comparison can help choose an offer to test; the next commitment may still need a prototype, customer session or live market comparison. The right proposal explains that handoff rather than promising one study can settle every question.

For the commercial setting, see research by industry. These are two ways into the same study: an industry describes the buying situation; a solution describes the decision the research should help you make.