Journal · August 3, 2026 · 3 min read

The four tests every venture must pass

Building AI evergreen companies requires a focus on durability, revenue, efficiency, and retention.

The Four Tests Every Venture Must Pass

Building AI evergreen companies requires a clear focus on four critical areas: durability, recurring revenue, capital efficiency, and retention. These criteria act as a filter, ensuring that ventures are primed for long-term success. Our approach is rooted in simplicity and effectiveness.

Durability: Solving Long-Lasting Problems

A venture must address a durable problem. This means identifying issues that are enduring needs. For example, Elder Voice solves the challenge of ensuring regular communication and companionship for the elderly. This issue is unlikely to disappear as the population ages. A durable problem attracts consistent demand, which stabilizes the business over time.

Finding a durable problem requires understanding the market and its pain points. It involves looking beyond the surface and identifying what will matter in the long run. This is where our ventures differentiate themselves. We don't chase fads.

Recurring Revenue: The Backbone of Predictability

Predictable revenue streams are vital. Recurring revenue models, such as subscriptions, allow for steady income and easier forecasting. JellyPal, our GLP-1 medication tracker, exemplifies this with its subscription service. Users pay regularly to track their medication, providing us with a stable revenue stream.

Recurring revenue stabilizes cash flow and strengthens customer relationships. It encourages businesses to focus on customer satisfaction and retention. This can lead to upselling and cross-selling opportunities, enhancing revenue further.

Capital Efficiency: Making the Most of Every Dollar

Capital efficiency is about achieving more with less. It means using funds wisely to generate the highest possible return. We prioritize ventures that can scale without excessive capital. This might involve leveraging technology or optimizing operations to reduce costs.

Consider Elder Voice. By using AI, we minimize the need for extensive human resources, thus lowering operational costs. This capital-efficient approach allows us to allocate resources where they're most needed, whether that's enhancing technology or expanding our market reach.

Retention: Keeping Customers Engaged and Satisfied

Retention is crucial for long-term success. It's more cost-effective to retain existing customers than to acquire new ones. Retention indicates that a product or service is meeting customer needs. For our ventures, we implement systems that ensure customer satisfaction and loyalty.

JellyPal focuses on user engagement by providing valuable health insights and reminders. This keeps users returning to the platform. High retention rates mean a lower churn rate, which contributes significantly to the stability and growth of the business.

Integrating the Four Criteria

These four criteria are interconnected, each reinforcing the other. A durable problem can lead to recurring revenue, which supports capital efficiency and enhances retention. This holistic approach ensures that our ventures are thriving.

For instance, a capital-efficient model ensures that resources are available to improve customer experience, which in turn boosts retention. Recurring revenue provides the financial stability needed to invest in solving durable problems over the long term.

By applying these four tests to every venture, we ensure that each one is equipped to become an AI evergreen company. The filter of durability, recurring revenue, capital efficiency, and retention is our roadmap to building businesses that stand the test of time. This disciplined approach is what sets our ventures apart and guides them toward sustainable growth.

Keep reading