India, Feb. 19 -- All eyes are on affordable AI in 2025, and Deepseek's R1 model marks the beginning of this trend. With no moat around AI, and the need to drive tangible value from AI investments, there's renewed focus on making the cost of inference cheaper, more accessible, distributable, and sustainable.

With newer models being launched and businesses rushing to leverage their potential, challenges abound-especially when it comes to monitoring the performance and reliability of AI systems, and driving environmentally sustainable operational efficiencies. This is what will make intelligent observability even more mission critical in 2025, as it enables businesses to proactively maintain uptime of AI systems, and drive energy efficienc...