"Company matching" challenges (like the data tables above illustrate) are far from trivial efforts for non-Enterprise AI architectures and indicative of data integration complexities.

Identifying company matches using (non-Enterprise AI) expert technologies requires hundreds of rules and thousands of lines of code.

With Enterprise AI, identifying matches with >99% confidence requires 12 rules in a simple XML document and three simple, natural language unstructured queries.

So which companies are the same with >99% confidence?

The answer is there are only two unique companies listed:

  • “Hawkings International Enterprise”, “Hawk Int’l Inc.”, “Hawkings Int’l Enterprise Inc.” and “Hawkings Enterprise Inc.” are all the same firm.

  • “HIE Inc.” and “Hyatt Integrated Energy" are the same company.