5 Ways to Start with AI Without Perfect Data Here are 5 different ways you can start using AI today with little or no dependency on existing data:
Instead of waiting for perfect data to appear, use AI to create it: Extract key information from unstructured documents by having tools like ChatGPT or Claude pull key details from PDFs, contracts, or reports. This turns “dark data” into reusable insights. Transcribe team calls using tools like Otter, Fathom or Microsoft Teams' built-in transcription. For example, if every department meeting was transcribed, people that were sick or couldn't attend can catch up quickly – while you simultaneously build a valuable dataset for future use. Automate CRM updates with tools like Winn.AI or similar custom-built solutions you can dramatically enhance the quality in your CRM by suggesting field entries after calls, emails or meetings – letting your sales people do sales and not babysit the CRM.
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