Alignment, staffing and culture are often more critical than software and apps
Topic: IT Market Analysts
Topic: Business Intelligence
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One way we've managed to prevent the proliferation of unauthorized BI tools across the enterprise, is by carefully gating access to the data warehouse and data marts. Typical scenario is that a vendor manages to demo their product for a business user(s). Business user gets tremendously excited, maybe even buys a few licenses. Business user then engages IT to say, "look, I just bought this new tool, all you have to do is 'hook it up' to the data and I won't EVER bother you again."
At that point it's IT's job to break the bad news that, "sorry, we already have standard BI tools that have been thoroughly tested, architected and deployed. You can't use that one."
It's been pretty effective. Even at company of over 60k users.