In today’s enterprise landscape, AI may dominate the conversation, but legacy systems still underpin mission-critical operations for many — if not most — businesses.
At the same time, organizations are investing heavily in AI to automate more. However, many of these AI capabilities end up layered on systems never designed to support them, creating a patchwork of disconnected tools. It’s no surprise that, according to the NANDA project at MIT, only 5% of AI pilots move into production with measurable value.

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