Business Context

Timeleft organizes in-person social dinners across 60+ countries. When the system breaks, strangers don't meet. There's no retry button.

The platform had been built on low-code tools and ad-hoc fixes. Good enough for early traction, but a liability at scale. As international demand accelerated, the technology couldn't keep up.

Timeleft's leadership needed more than additional engineers. They needed someone to look at the entire system and make the hard calls that non-technical founders can't make alone.

Challenge

Timeleft was hitting compounding failures:

• A legacy low-code operations portal that couldn't support global scale
• Production incidents caused by architectural debt, not developer mistakes
• No technology roadmap. Hiring was blocked because the "what" wasn't defined
• A feedback loop where ops, product, and engineering problems amplified each other

The core risk was clear:

A startup growing across 60 countries cannot run on a system designed for 6.

Approach

Kunso stepped in as a strategic technology architect. Not to write code. To redesign the system that everything else depended on.

The engagement started with three questions:

• Where are the real system boundaries, and who owns what?
• Which architectural decisions must be made before scaling, and which can wait?
• How do we align engineering strategy with operational reality across 60+ markets?

The first priority was to stabilize: define where Timeleft was heading with a concrete plan and resolve the critical issues before entering an extensive hiring cycle.

Once the bottlenecks were cleared and the process was owned by the right stakeholders, we shifted to building the foundation for a self-sustaining engineering organization.

Solution

Kunso delivered a technology strategy that gave non-technical founders full visibility into their engineering.

Key interventions:

• System architecture redesign with clear boundaries between operations, product, and platform layers
• Technology budget and roadmap with transparent documentation and multiple hiring scenarios tied to projected growth
• Process ownership creating a streamlined flow from frontline operations to production fixes
• AI integration with operational AI capabilities embedded into the product to reduce manual overhead at scale
• Engineering hiring sprint with clearly defined roles using our Reverse Hiring methodology

These were not slide deck deliverables. They were working artifacts that evolved with the business, designed so founders could stay on top of engineering decisions without needing to be engineers.

Impact

The engagement led to a complete rebuild of the legacy backend and operations portal. The low-code foundation was replaced with a platform built to scale across markets without growing overhead linearly.

Key outcomes:

• Full technology budget control from day one
• Database and backend migration to production-grade infrastructure
• Operations portal rebuilt from low-code to a scalable custom platform
• Senior engineering leadership hired and embedded
• AI systems deployed for operational efficiency

Timeleft's technology became a growth enabler instead of a constraint. Built on real product needs, not assumptions.