--- title: "Innovation Pipelines: The Assumptions Ideas Share | antedote" description: "Different ideas can depend on the same customer change. What that means for an innovation pipeline, and for research that could inform several decisions." url: "https://antedote.com/thinking/innovation-pipeline-shared-assumptions/" published: "2026-10-27" updated: "2026-10-27" author: "Riki Neill" --- # Five different ideas. One shared assumption. Different ideas can depend on the same uncertain change in customer behavior. Seeing that shared assumption can sharpen the research and make the choices across an innovation pipeline better informed. Article on Innovation discipline, 3 min read Reviewed by [Riki Neill, Partner](https://antedote.com/why-antedote/#partners) on October 27, 2026. Published October 27, 2026. An innovation pipeline can look varied and still depend on one uncertain view of the customer. When several ideas rest on the same assumption about how people will behave, the pipeline is making one bet in several forms. Imagine five proposed services: home maintenance, meal planning, personal care, pet supplies and help managing household energy. They address different occasions and could become very different products. Yet every proposal assumes people will pay a regular subscription for something they currently arrange when they need it. The pipeline contains five ideas. Part of the argument for adoption is shared. This is an illustrative example, not a claim about how common subscription ideas are. It shows why reviewing the concepts individually can miss something important about the choices available to the business. ## Difference in the offer does not guarantee difference in the bet The services may have strong, distinct benefits. The common assumption is that customers will welcome an ongoing relationship, with a recurring payment, enough to change how they currently manage the task. There could be good reasons for that view. Some tasks are predictable. Some customers value continuity. In other settings, irregular need, a desire to choose each time or uncertainty about future spending could make the arrangement less attractive. Many subscribers also leave: in a [2018 McKinsey survey of US consumers](https://www.mckinsey.com/industries/retail/our-insights/thinking-inside-the-subscription-box-new-research-on-ecommerce-consumers), “nearly 40 percent of e-commerce subscribers have canceled their subscriptions.” A team that has examined those conditions may deliberately build several offers around one well-supported view of its customers. That can be a coherent strategy. The concern is an assumption becoming more credible simply because it appears in several presentations. A proposition can look independent because it belongs to another category or team. The customer change on which it depends may be almost identical. ## One piece of research could inform several decisions Recognizing a shared uncertainty can change the next research question. The company may need to understand when people value ongoing access, when they prefer a purchase they can leave behind, and which responsibilities they are comfortable handing over. Those distinctions could inform several propositions before each is developed in detail. That doesn’t mean one general piece of research on subscriptions could validate all five services. Customers may welcome regular pet supplies while rejecting a fixed meal plan. The predictability, consequences and existing alternatives differ. The value lies in separating a common issue from the conditions specific to each offer. Evidence can then travel where it has a defensible reason to travel, instead of being copied wholesale from the first encouraging result. The same applies beyond subscriptions. Different ideas may all depend on people changing a familiar routine, trusting the brand in a new role, sharing personal information or accepting a premium for a benefit. Each can deserve investigation on its own terms. Seeing the connection helps the team understand how much of its future growth depends on the same change. ## The alternative may change the business model Suppose the research suggests that people value help and resist an ongoing commitment when their need is irregular. That need not end the opportunity. One service might work better as an occasional purchase. Another could make pausing straightforward. A third might be more compelling for a narrower group with a predictable need. These are possible directions for development; the example itself has no results to report. Each change has commercial consequences. More flexibility could attract customers while making demand harder to plan. An occasional offer might be easier to adopt and cost more to acquire each time. The business must weigh those trade-offs alongside the customer evidence. Research is useful here because it can improve the available choices. It can reveal that the shared assumption was too broad, rather than producing five separate verdicts on five finished descriptions. ## Concentration can be a deliberate strength Variety is no objective in itself. A company with a strong capability and a well-understood customer opportunity may reasonably concentrate its efforts. Forcing every idea to depend on a different behavior could dilute what the business does best. The distinction is whether the concentration is understood: what gives the team confidence in the common premise, where the evidence applies, and what would change if that premise proved weaker in one of the intended settings. A coherent pipeline makes those dependencies visible. That helps the business decide where a shared research investment is useful and where separate evidence is still needed. The number of concepts is a poor substitute for that judgment. Five different ideas may offer five valuable routes to growth. Understanding what they have in common makes the choice between them more informed, and their development more purposeful. ## Read next - *Article* · 3 min read ### [The AI feature is useful. How much control will customers give it?](https://antedote.com/thinking/ai-products-customer-control/) Customers can welcome the benefit of an AI feature and still want to approve what it does. What they will hand over shapes the proposition. - *Article* · 4 min read ### [Does the brand need a new message, or a new direction?](https://antedote.com/thinking/does-the-brand-need-a-new-message-or-a-new-direction/) A new campaign can improve how a brand is understood. Sometimes the harder question is what it needs to stand for. ## How we help [Innovation](https://antedote.com/what-we-do/innovation/) See what’s coming, find where to grow, and decide what to build and back, with the people who’d buy. ## Working through this question now? Bring us the version your team is facing; half-formed is fine. We’ll say how we would approach it, and whether we’re the right fit. [Talk to us](https://antedote.com/talk-to-us/) · [hello@antedote.com](mailto:hello@antedote.com) A partner or director will reply.