Real-time Tracking and Automatic Optimization System to Solve Surging Computation Costs for Development Teams

The Problem

Development teams and mid-sized developers face severe difficulties from unexpected cost explosions when using external high-performance computation services. Recent usage-based price increases by major providers have caused many startups to rapidly burn through their runway, while existing tools are optimized for US-centric workloads and fail to properly account for Korean government clouds or Korean language characteristics. This is eating away at product development funds and weakening competitiveness.

Why Now

As of 2025, major providers' pricing policy changes have accelerated, pushing companies from experimentation to strict cost control. The Korean government operates research and development support programs worth 4 trillion won, and with strong preferences for data sovereignty and government clouds, demand for locally optimized solutions is set to explode. This coincides with developer tools taking 41% of all seed and Series A investment dollars in 2024 and regulatory shifts, making now the optimal market entry timing.

Recommended Talent

Service Planner & PM: Own problem definition, user scenarios, MVP scoping, and metrics-driven experiment design. Backend Engineer: Handle server architecture, API design, authentication, and DevOps pipelines. Frontend Engineer: Build real-time dashboards and performance-optimized UI components. Full-stack Software Engineer: Lead overall MVP development, cloud integrations, and legacy system connections.