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Latka AI
Global SAAS tracking platform
The platform required infrastructure improvements to manage large datasets and deliver reliable insights across thousands of SaaS companies.
We migrated infrastructure from MongoDB to PostgreSQL, redesigned parts of the system architecture, and built an AI-powered assistant that helps users query complex SaaS data.
- Scalable data platform supporting 40,000+ SaaS companies
- Improved database performance and stability
- AI-driven insights for platform users
STASoft joined forces with Latka to support and scale a powerful database of 40,000+ SaaS companies, each with deep financial history, growth insights, and operational metrics. The platform helps users discover, compare, and track startups with ease.
We migrated core infrastructure from MongoDB to PostgreSQL to improve data stability and performance. Our team also redesigned and rebuilt key user-facing pages and implemented a robust admin panel for granular control over content and company profiles.
One of our standout contributions? A smart, AI-powered assistant that helps users navigate the database, surface insights, and ask complex data questions in natural language. We also developed automated scrapers and cron jobs to keep the data fresh and handle heavy backend tasks at scale. The Latka browser extension now lets users view company data without ever leaving the site they’re on.