Source link : https://tech365.info/the-hidden-tax-of-franken-stacks-that-sabotages-ai-methods/
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The preliminary euphoria round Generative and Agentic AI has shifted to a realistic, typically pissed off, actuality. CIOs and technical leaders are asking why their pilot packages, even these designed to automate the best of workflows, aren’t delivering the magic promised in demos.
When AI fails to reply a fundamental query or full an motion accurately, the intuition is responsible the mannequin. We assume the LLM isn’t “smart” sufficient. However that blame is misplaced. AI doesn’t wrestle as a result of it lacks intelligence. It struggles as a result of it lacks context.
Within the fashionable enterprise, context is trapped in a maze of disconnected level options, brittle APIs, and latency-ridden integrations — a “Franken-stack” of disparate applied sciences. And for services-centric organizations particularly, the place the actual fact of the enterprise lives within the handoffs between gross sales, supply, success, and finance, this fragmentation is existential. In case your structure partitions off these capabilities, your AI roadmap is destined for failure.
Context can’t journey by way of an API
For the final decade, the usual IT technique was “best-of-breed.” You got one of the best CRM for gross sales, a separate software for managing tasks, a standalone CSP for achievement, and an ERP for finance; stitched them along with APIs and middleware (should you had been fortunate), and declared victory.
For human staff, this was annoying…
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Author : tech365
Publish date : 2026-02-04 16:03:00
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