And while many tech folks may be sprinting ahead, Williams-Woodward is cautious: “We don’t want to just give the 16-year-olds the keys to the Lamborghini and hope we’re not filing an insurance claim because they crashed it coming out of the parking lot.”
Her approach is rooted in a deep understanding of data: “Data is the non-sexy part of AI, but it's the necessity. It's still the underpinnings.”
How Ready Are We?
When asked if the industry is truly prepared for AI, Williams-Woodward gives a thoughtful answer: “I think that question depends on who you ask. Tech people have a different perspective than the business people.”
She argues that a company’s AI maturity is directly tied to its data maturity. “It ties back to the maturity in their data understanding, their data practices, data quality, all of those data governance things.”
And readiness is not just a theoretical exercise. She draws on her implementation background to guide clients. “Define what success looks like. Make sure that you're setting up your tools to be used within how they are intended to be used. And make sure that you have good metrics on tracking adoption.”
Designing Tools With The Customer In Mind
Williams-Woodward’s progression from account management to implementation, to product, and finally to data leadership has always been driven by one thing: the voice of the customer.
“My whole career has been really focused on customer need and customer want,” she says. “When I was in product, it was, ‘These five clients all have the same issue … let's fix the product.’ ”
Now, as Director of Data, she’s solving bigger problems with strategic impact. But she reminds her team daily: “That feedback loop between us and the client — no matter how far you're removed from that individual contributor role — is still so incredibly important.”
At the core of it all? “We all want to be a part of that process to get people into homes, however our skill sets allow us.”
The Dashboard That Saves Money
Of all the tools Williams-Woodward’s worked on, one stands out: the fee suite dashboard, designed to help lenders avoid costly mistakes related to fee disclosures and regulatory cures.
“It was a really tough project,” she recalls. “We had to understand the regulations, implications, compliance — it was the intersection of probably all the most complicated things you could find in a mortgage loan.”