2025: The Year Synthetic Data Goes Mainstream
Blog post from Gretel.ai
The enterprise AI landscape has undergone significant growth in 2024, with AI spending reaching $13.8 billion, a sixfold increase from the previous year. The rapid expansion of AI is accompanied by new challenges, including privacy concerns and complexity in model deployments. However, synthetic data is emerging as a solution to address these challenges, enabling organizations to build trust and protect privacy while also customizing domain-specific use cases and enhancing retrieval-augmented generation (RAG) systems. As more organizations adopt synthetic data, it's essential to ensure high-quality data generation, robust tooling, and compliance with regulatory requirements. In 2025, synthetic data is expected to become a must-have in the AI toolkit, powering mission-critical applications and staying ahead of evolving regulations.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| RAG | 8 | 2,188 | 259 | 95 | +39% |
| AI Model Fine-tuning | 5 | 1,001 | 182 | 91 | +84% |
Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.