Whitepaper

Your Data, Your Advantage

Your AI advantage starts with your data.
As evidenced by Meta's acquisition of Scale AI, outsourcing annotation now comes with serious strategic risks. This whitepaper explores why retaining control over your proprietary datasets is essential—and how model–powered auto-labeling lets you scale securely, without handing data to third parties.
Inside, you’ll get benchmarks, cost comparisons, and practical workflows for bringing annotation in-house. Learn how leading teams are cutting labeling costs by up to 100,000× while improving security, flexibility, and compliance. If data is your edge, this is how you protect it.