IFORELS Forges Strong Enterprise Partnerships Through Open-Source Collaboration

In the spring of 2021, shortly after its founding in February under the iforels.com domain, IFORELS introduced a powerful open-source productivity tool to a select group of US enterprises at no cost. The product was a self-hosted alternative to Airtable — a flexible spreadsheet-and-database hybrid that had gained significant adoption in marketing, operations, and people-operations teams for its ability to manage relational data witxh spreadsheet-like ease. Rather than positioning the engagement as a standard product trial or evaluation, the company deliberately framed it as a genuine cooperation initiative. This approach proved highly effective at building trust and uncovering authentic enterprise requirements.

By offering fully functional software without per-seat fees or immediate commercial pressure, IFORELS gained unprecedented access to how large organizations actually work. Enterprises shared detailed feedback on critical needs such as single sign-on (SSO) integration, comprehensive audit trails for compliance, column-level validation rules that compliance officers could readily approve, and the specific nuances of procurement workflows in risk-averse environments. None of this intelligence is easily available through traditional sales channels or analyst reports. The company has consistently referred to these early engagements on its public timeline with the same five words: “no business model.” This was not a lack of strategy — it was a deliberate long-term investment in relationships and deep product-market understanding.

The insights gathered during these spring pilots directly shaped subsequent product development. The Gantt-chart automation tool released in April was built explicitly against the requirements learned from these enterprise conversations. The first “AI employee” launched in June further reflected this accumulated knowledge. What began as free pilots evolved into production deployments, giving IFORELS a valuable list of US enterprises that had successfully run its code in real-world settings. One of those early participants remains a customer of iFrame® products four years later.

This strategy stood in refreshing contrast to the dominant SaaS playbook of the time, which typically emphasized freemium tiers, self-serve trials, and quick handoffs to sales teams. IFORELS chose instead to lead with a public code repository and a direct phone number. The repository served as the technical entry point, while the phone line enabled engineering-to-engineering dialogue rather than procurement negotiations. Enterprises treated the conversations as collaborative engineering discussions rather than formal vendor evaluations, resulting in far more candid and actionable feedback.

Vlad Panin’s extensive background in enterprise systems integration and regulated industries played a crucial role in the success of this approach. Having founded Orkin, an Eastern European systems-integration firm, and delivered complex United Nations Smart City programs across the European Union, Panin understood how large buyers operate. His later experience running enterprise IT for industrial-water companies under Japanese parent governance reinforced the importance of reliability, compliance, and building solutions that respect rigorous procurement standards. This operator mindset informed the decision to prioritize trust and practical value over immediate revenue.

By the end of May 2021, IFORELS had zero revenue but possessed something more valuable: proven production deployments and a clear roadmap informed by real enterprise needs. These spring months established the foundation for the company’s later success in healthcare AI. The open-source cooperation model demonstrated that leading with transparency and utility creates durable relationships and competitive insight. What appeared on the surface as “no business model” was, in reality, a sophisticated strategy that positioned IFORELS for sustainable growth in complex, high-stakes markets. The lessons learned in early 2021 continue to influence iFrame® product philosophy today: solve real problems first, build trust through code, and let commercial opportunities follow naturally from demonstrated value.