Discover how to build AI-augmented applications with enterprise-grade security
Blog post from Upsun
Upsun is a cloud application platform designed to help IT leaders implement AI features in existing applications with minimal risk and cost, emphasizing a buy-over-build approach for predictable outcomes and strong compliance. It facilitates AI-augmented applications using external model APIs and supports integration with various LLM services through HTTP APIs. The platform features Git-driven configuration, production-grade preview environments, and built-in security guardrails, including multifactor authentication, data sanitization, and compliance with certifications such as SOC 2 and ISO 27001. By employing RAG architecture and supporting MCP-powered development, Upsun ensures accurate AI outputs and seamless integration with developer tools, while enabling instant data cloning for tests and providing observability through integrated profiling and application metrics. Despite not offering GPUs by default, it connects to external model endpoints for any necessary computational power.
| Trend | Post Mentions | Total Month Mentions | Posts | Companies | MoM |
|---|---|---|---|---|---|
| MCP | 11 | 4,899 | 392 | 145 | +47% |
| RAG | 7 | 909 | 198 | 86 | -19% |
| Observability | 4 | 2,671 | 527 | 151 | +5% |
| LLM | 3 | 3,775 | 638 | 202 | -32% |
| AI Agents | 2 | 2,834 | 598 | 185 | -18% |
| AI Coding Assistant | 1 | 621 | 185 | 88 | -35% |
| Platform Engineering | 1 | 413 | 123 | 52 | -15% |
| Real-time | 1 | 7,285 | 1,202 | 224 | +60% |
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