May 5, 2026
AI Beyond Chatbots: Operational Intelligence
The AI conversation in business has been dominated by chatbots and content generation. But the real operational value of AI lies elsewhere…
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We’re excited to introduce IRIS — Merkensoft’s AI Design Intelligence module built for textile, apparel, and manufacturing businesses. IRIS transforms the way creative teams work by bringing AI into the design-to-production pipeline.
IRIS analyzes mood boards and creative references to automatically extract colorways, identify pattern elements, and generate production-ready specifications. It integrates directly with your CAD tools and approval workflows, reducing the manual translation work that slows creative teams down.
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Merkensoft Team
Writing about operational systems, AI in business, and the future of revenue operations.
The AI conversation in business has been dominated by chatbots and content generation. But the real operational value of AI lies elsewhere…
As businesses scale, the very systems that helped them grow begin to create friction. Workflows that worked at 10 people break down…
The first wave of enterprise AI was about generating content and answering questions. The second wave — the one that will create…
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