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I went pretty deep on a similar build last year and got about 80% of the way there before the maintenance started eating my weekends. The hallucination problem you described is exactly why I stopped trusting LLMs with money decisions. One confident wrong budget flip and you’re explaining yourself to a client.
The cross-platform context is the real unlock though. Google Ads in isolation is basically a black box guessing at outcomes, and most agencies never pull CRM quality back in. I ended up handing the guardrails off to chadad s so I could keep the fun analysis stuff without being on call for every silent breakage. Still run my own scripts for the creative and strategic layers, but I’m not waking up to burned budgets anymore.
