Ctrl Data Inc

CTRL is building one-click data pipelines for AI and product teams. Our mission is simple make data engineering easy, reliable, and invisible Most teams don’t fail because their models are bad They fail because data engineering is complex, fragile, and time-consuming CTRL exists to change that Modern data stacks are over-engineered and under-maintained Data lives across APIs, logs, warehouses, and files Pipelines break when schemas change Teams spend endless time cleaning data before they can do analytics or AI work Tools are expensive and built for enterprise teams Infrastructure costs scale faster than value Data engineering becomes a bottleneck instead of an enabler CTRL is designed around one idea pipelines should just work With CTRL, teams spin up reliable data pipelines in one click Ingest → Clean → Transform → Route → Store Behind the scenes, CTRL handles real-time and batch data It normalizes schemas and validates types Cleans, deduplicates, and enriches events Routes outputs to warehouses, databases, or files Automatically detects and recovers from upstream changes The result is clean, model-ready data without managing infrastructure Teams use CTRL to prepare datasets for AI, LLMs, and analytics To replace brittle scripts and custom data engineering To clean and anonymize sensitive data To build proprietary, high-quality data assets And to reduce pipeline maintenance and infrastructure cost If data flows through your product, CTRL should be able to handle it — in one click CTRL offers one-click pipeline setup Usage-based pricing where you only pay for what runs Minimal setup and minimal maintenance Infrastructure built for startups and high-volume workloads A focused product that does pipelines, not bloated features CTRL turns data engineering from a complex discipline into a simple product Pipelines are already proven at scale Private pilots are live Public onboarding is starting soon We’re working closely with early design partners