Table of Content
- Todd Denbo, Commercial Leader of Money & CEO of Intuit Financing, Inc., Intuit
- Member Benefits
- Penny Lee, Chief Executive Officer, Financial Technology Association
- Teddy Flo, Chief Legal Officer, Zest AI
- The CFPB may be facing its most significant legal threat yet
- Why large enterprises struggle to find suitable platforms for MLops
Our public-sector business continues to grow, serving both federal as well as state and local and educational institutions around the world. The opportunity is still very much in front of us, very much in front of our customers, and they continue to see that opportunity and to move rapidly to the cloud. AI can be used to provide risk assessments necessary to bank those under-served or denied access. By expanding credit availability to historically underserved communities, AI enables them to gain credit and build wealth.
I do a lot of work with the Administrative Office of the Courts, our central body doing civic education and outreach to high schools, because I want college and high school students and law students to have an experience where they get a chance to talk to a judge. So my goal is certainly not just getting to one segment of the population, but it's making decisions accessible to whoever's interested in reading them. Faruqui spoke with Protocol about the power of his position, and what people in crypto should understand about the law. Veronica Irwin (@vronirwin) is a San Francisco-based reporter at Protocol covering fintech.
Todd Denbo, Commercial Leader of Money & CEO of Intuit Financing, Inc., Intuit
More than 8 in 10 Americans are now using digital finance tools powered by open finance. This is because consumers see something they like or want – a new choice, more options, or lower costs. I, personally, have just spent almost five years deeply immersed in the world of data and analytics and business intelligence, and hopefully I learned something during that time about those topics. I'm able to bring back a real insider's view, if you will, about where that world is heading — data, analytics, databases, machine learning, and how all those things come together, and how you really need to view what's happening with data as an end-to-end story.
Then you reached the stage where they knew they had to have a cloud strategy, and they were…asking their teams, their CIOs, “okay, do we have a cloud strategy? ” Now, it's actually something that they're, in many cases, steeped in and involved in, and driving personally. At its core, it is about putting consumers in control of their own data and allowing them to use it to get a better deal.
Member Benefits
The financial technology transformation is driving competition, creating consumer choice, and shaping the future of finance. Hear from seven fintech leaders who are reshaping the future of finance, and join the inaugural Financial Technology Association Fintech Summit to learn more. The decision is likely to be challenged, setting up a major fight for the future of the top U.S. consumer-finance watchdog. That battle could introduce significant uncertainty for the many fintech businesses that fall under the agency’s purview. Despite the obstacles, Intuit’s Hollman said it makes sense for companies that have graduated to more sophisticated ML efforts to build for themselves. “If you’re somebody that’s been in AI for a long time and has maturity in it and are doing things that are at the cutting edge of AI, then there’s reason for you to have built some of your own solutions to do some of those things,” he said.
Moreover, when coupled with NLP technologies, even greater democratization can result as inexperienced investors can interact with AI systems in plain English, while providing an easier interface to financial markets than existing execution tools. Companies can also create carefully refined marketing profiles and therefore, finely tune their services to the specific need. Open Banking platforms like Klarna Kosma also provide a unique opportunity for businesses to overlay additional tools that add real value for users and deepen their customer relationships. In its broadest sense, Open Banking has created a secure and connected ecosystem that has led to an explosion of new and innovative solutions that benefit the customer, rapidly revolutionizing not just the banking industry but the way all companies do business. Target benefits are delivered through speed, transparency, and security, and their impact can be seen across a diverse range of use cases.
Penny Lee, Chief Executive Officer, Financial Technology Association
We talked about Connect, our contact center solution, and we've also built services specifically for the healthcare industry like a data lake for healthcare records called HealthLake. We've built a lot of industrial services like IoT services for industrial settings, for example, to monitor industrial equipment to understand when it needs preventive maintenance. We have a lot of capabilities we're building that are either for … horizontal use cases like or industry verticals like automotive, healthcare, financial services.
Match your years of valuable experience with employers that are committed to an age-diverse workforce. You can narrow your search with easy-to-use filters to focus on what matters most –whether it’s where you work or how you work – like full-time or part-time. IBM has responded to that reality by allowing clients to use its MLops pipelines in conjunction with non-IBM technology, an approach that Thomas said is “new” for IBM. Intuit has also used open-source tools or components sold by vendors to improve existing in-house systems or solve a particular problem, Hollman said. However, he emphasized the need to be selective about which route to take.
Teddy Flo, Chief Legal Officer, Zest AI
Even legislators might look at that as they try to think about where the gaps are. As a prosecutor I had a case where we sued three Chinese banks to give us their bank records, and it had never been done before. Afterwards, Congress passed a new law, using the decisions from judges in this court and the D.C. So I'm sure people look at prior decisions and try to apply them in the ways that they want to. For instance, Hollman said the company built an ML feature management platform from the ground up.
Fintech offers innovative products and services where outdated practices and processes offer limited options. We're not done building yet, and I don't know when we ever will be. We continue to both release new services because customers need them and they ask us for them and, at the same time, we've put tremendous effort into adding new capabilities inside of the existing services that we've already built. What I believe is most important — and what we have honed in on at Zest AI — is the fact that you can’t change anything for the better if equitable access to capital isn't available for everyone.
We're a big enough business, if you asked me have you ever seen X, I could probably find one of anything, but the absolute dominant trend is customers dramatically accelerating their move to the cloud. Moving internal enterprise IT workloads like SAP to the cloud, that's a big trend. Creating new analytics capabilities that many times didn't even exist before and running those in the cloud. More startups than ever are building innovative new businesses in AWS.
These kinds of challenging times are exactly when you want to prepare yourself to be the innovators … to reinvigorate and reinvest and drive growth forward again. We've seen so many customers who have prepared themselves, are using AWS, and then when a challenge hits, are actually able to accelerate because they've got competitors who are not as prepared, or there's a new opportunity that they spot. We see a lot of customers actually leaning into their cloud journeys during these uncertain economic times. When people can easily switch to another company and bring their financial history with them, that presents real competition to legacy services and forces everyone to improve, with positive results for consumers. For example, we see the impact this is having on large players being forced to drop overdraft fees or to compete to deliver products consumers want.
And those benefits have been dramatic for years, as evidenced by the customers' adoption of AWS and the fact that we're still growing at the rate we are given the size business that we are. Now's the time to lean into the cloud more than ever, precisely because of the uncertainty. We saw it during the pandemic in early 2020, and we're seeing it again now, which is, the benefits of the cloud only magnify in times of uncertainty. There was a time years ago where there were not that many enterprise CEOs who were well-versed in the cloud.
But the ways Faruqui has weighed on cases that have come before him can give lawyers clues as to what legal frameworks will pass muster. Crypto lawyers have drawn on his prior decisions in the context of the Tornado Cash sanctions, for example. While regulators and companies can occasionally come into conflict, the agencies also serve an important role in providing rules of the road and certainty for business models. If the decision casts further uncertainty around CFPB’s existing regulation, that’s probably bad for business.
If you'd asked me 15 years ago, “hey in 2022, how much of the cutting edge of innovation do you think would be around raw performance or price performance of a unit of compute,” I wouldn't have necessarily guessed that was still as important as it is. Part of that is because of the size of datasets and because of the machine learning capabilities which are now being created. They require vast amounts of compute, but nobody will be able to do that compute unless we keep dramatically improving the price performance. What we're really trying to do is to look at that end-to-end journey of data and to build really compelling, powerful capabilities and services at each stop in that data journey and then…knit all that together with strong concepts like governance.
We see more and more demand for those, and Dilip has come in to really coalesce a lot of teams' capabilities, who will be focusing on those . You can expect to see us invest significantly in those areas and to come out with some really exciting innovations. A lot of customers are using containerized workloads now, and one of the big container technologies is Kubernetes. So we're very committed to providing hybrid capabilities, including running on premises, including running in other clouds, and making the world as easy and as cost-efficient as possible for customers. Open finance technology enables millions of people to use the apps and services that they rely on to manage their financial lives – from overdraft protection, to money management, investing for retirement, or building credit.
