Community and technical education became a repeatable growth engine

The challenge

Technical buyers are skeptical of promotion. Data scientists and engineers evaluate tools by what they can learn and use, and they trust peers and practitioners more than campaigns. John Snow Labs needed demand generation that earned that trust instead of interrupting it, and that could keep producing qualified conversations over time rather than in one-off bursts.

The growth system we built

FormulatedBy helped launch John Snow Labs' webinar series, training workshops and conference, the Applied AI Summit (opens in a new tab). Together they formed one connected system built on three pillars.

The 3 pillars

1. 01

   Build an audience

   Open-source software + useful content

2. 02

   Create memorable experiences

   Trainings, webinars, practitioner conversations

3. 03

   Compound the relationship

   Consistent education + community + follow-up

How community and education worked together

Open-source software and useful content brought practitioners in. Webinars and quarterly trainings gave them a reason to show up and learn something they could apply. Practitioner conversations turned attendees into a community, and consistent follow-up kept the relationship moving. Education created the value; community gave it a place to live.

Why it was repeatable

The system did not depend on a single launch. Each cycle of content, webinars and trainings added to the same audience, and each follow-up built on the last. Ten webinars plus quarterly trainings meant a steady rhythm, the newsletter grew to 300K subscribers, and the relationships it compounded converted to sales-qualified leads at a 32% rate.