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AI Squared on the Keys to Successful AI Adoption in Financial Services

August 22, 2023
in DeFi
Reading Time: 9 mins read
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Will 2023 be often called the 12 months AI got here of age? With the appearance of Generative AI and instruments like ChatGPT, the expertise world acquired an sudden enhance this 12 months as curiosity within the potential for synthetic intelligence soared.

What does the surge in curiosity and exercise in AI imply for monetary companies? How can fintechs leverage the expertise to assist banks, credit score unions, and different monetary companies organizations and establishments higher serve their prospects with extra selection, extra safety, and extra effectivity?

We caught up with Dr. Benjamin Harvey, founder and CEO of AI Squared. Headquartered in Washington, D.C., AI Squared made its Finovate debut earlier this 12 months at FinovateSpring and can return to the Finovate stage subsequent month for FinovateFall. The corporate makes a speciality of integrating synthetic intelligence and machine studying into present apps. We mentioned the rise of AI, the impression AI might need on monetary companies, and the work of AI Squared in serving to companies reap the benefits of the rising expertise.

We additionally talked concerning the challenges Harvey has confronted as an African American entrepreneur and founder within the expertise {industry}. As we commemorate Black Enterprise Month right here in August, we’re additionally joyful to share his insights and recommendation on what African American founders and entrepreneurs want to remember when beginning out.

Let’s begin with a giant image query: what’s overhyped about AI, what’s underhyped, and what are we getting proper?

Benjamin Harvey: There’s quite a lot of hype round AI, and a few of it’s warranted, however not all. One of the crucial overhyped concepts is that AI will substitute people within the workforce on a big scale. Whereas AI can automate sure duties, it will probably’t replicate the creativity, empathy, and demanding considering that people deliver to the desk. On the flip facet, what’s underhyped is the potential for AI to be easy whereas being helpful. Many AI merchandise have unbelievable potential however are too difficult for widespread adoption. Simplifying AI and making it extra accessible can unlock its true potential and produce about transformative change throughout industries.

What most observers and commentators are getting proper about AI is that it’s right here to remain. AI is not only a passing development; it’s a technological revolution that’s reshaping the way in which we stay and work.

Now let’s flip to your organization. What downside does AI Squared clear up and who does it clear up it for? 

Harvey: AI Squared is a platform designed for product homeowners, knowledge scientists, and enterprise leaders. We empower customers to speed up each predictive and generative AI initiatives, measure their advantages, and drive vital income progress and price discount. Our resolution is industry-agnostic and cherished by our customers.

We deal with a important challenge within the AI {industry}: 90% of AI and ML fashions by no means make it into manufacturing or use, largely as a result of time and price concerned. AI Squared tackles this downside head-on, decreasing the time to manufacturing and use of AI and ML fashions from a median of 8 months to eight hours or much less. We offer a safe setting for accelerating AI initiatives, enabling customers to measure advantages, use no/low code options, and ship reliable AI outcomes. By streamlining the AI deployment course of, we assist organizations harness their knowledge to drive game-changing AI capabilities, driving innovation and progress.

How does AI Squared clear up this downside higher than different firms, different options?

Harvey: We perceive that the important thing to profitable AI adoption is seamless integration into present workflows. Our resolution is designed to suit effortlessly into the functions that our prospects already use each day. By embedding AI capabilities instantly into these acquainted instruments, we get rid of the necessity for customers to modify between completely different platforms, thereby decreasing friction and growing effectivity. This method not solely enhances the person expertise, but additionally drives better AI adoption throughout the group. Our expertise is flexible and accessible, making it a invaluable asset for groups in any respect ranges, from operational employees to govt management. The result’s a extra knowledgeable, agile, and productive group that may leverage AI to its full potential.

What’s your major market? What has their response to your expertise been like?

Harvey: Our major market is monetary companies and the response has been overwhelmingly constructive! Monetary companies organizations are continually searching for methods to enhance effectivity, cut back prices, and improve buyer experiences. And our platform has been confirmed to deal with these wants by accelerating the deployment of AI and ML fashions, making it simpler for these organizations to harness the ability of their knowledge.

When purchasers see how we are able to cut back AI implementation from 8 months to eight hours they’re blown away. We’re proud to say that we’ve turned our purchasers into our largest champions. The worth we offer goes past simply the expertise; it’s concerning the tangible advantages that our platform brings to their operations.  They respect the pace at which they’ll now deliver AI initiatives to fruition, the convenience of integration with their present methods, and the measurable ROI that our platform delivers.

Are there any deployments or options of your expertise which are particularly noteworthy?

Harvey: At the beginning, we prioritize knowledge safety and privateness. Not like many different AI platforms, we don’t retailer or copy our prospects’ knowledge. This can be a essential differentiator, particularly for organizations in extremely regulated industries like monetary companies, the place knowledge privateness and safety are paramount.

We provide versatile deployment choices to go well with the particular wants of our prospects. Our on-premises deployment ensures that each one knowledge stays throughout the buyer’s personal infrastructure, offering an added layer of safety. For individuals who favor a cloud-based resolution, we provide a multi-tenant deployment that also maintains sturdy knowledge privateness and safety measures.

Considered one of our standout options is our Human-in-the-Loop (HITL) functionality. This function permits human verification and corrections to be made to the information generated by Generative AI earlier than it’s utilized in important enterprise functions. This ensures a excessive degree of accuracy and reliability within the knowledge, which is crucial for making knowledgeable enterprise choices. Our HITL function is especially invaluable for organizations that want to make sure the utmost accuracy of their AI-generated knowledge, corresponding to these within the monetary companies sector the place even small errors can have vital penalties.

You and plenty of of your crew have vital backgrounds in academia and the federal government. How has the transition right into a extra entrepreneurial house been?

Harvey: The transition from academia and authorities to the entrepreneurial house has been each difficult and rewarding. Initially, it was a little bit of a tradition shock to shift from a give attention to the technical facets of AI to a extra value-driven method. In academia and authorities, the emphasis is commonly on the theoretical and technical facets of AI, whereas within the entrepreneurial house, the main target is on delivering tangible worth to prospects.

However as soon as we acquired previous the preliminary adjustment, we discovered that our various backgrounds gave us a singular perspective and a aggressive edge. Whereas our expertise in academia has outfitted us with a deep understanding of the technical intricacies of AI, our authorities expertise has given us insights into the significance of safety and compliance, particularly when coping with delicate knowledge.

We’ve been in a position to leverage these insights to develop a platform that not solely delivers highly effective AI capabilities but additionally addresses the particular ache factors and challenges confronted by our prospects. Our method is rooted in a deep understanding of each the technical and sensible facets of AI, and we’re in a position to supply options which are tailor-made to the distinctive wants of every buyer.

Left to proper: AI Squared’s Benjamin Harvey, Alvin McClerkin (COO), and Michelle Bonat (CTO) at FinovateSpring.

We additionally wish to showcase AI Squared as a part of our Black Enterprise Month commemoration. What challenges have you ever confronted as a Black founder and entrepreneur? What recommendation would you give?

Harvey: Launching an organization as a Black entrepreneur, significantly within the AI/expertise house, comes with its personal distinctive set of challenges. One of the crucial vital hurdles is the dearth of assets and illustration within the {industry}. As a Black founder, I usually discovered myself navigating uncharted territory with out the advantage of a strong community or position fashions to look as much as. Nonetheless, I consider that these challenges will be overcome with dedication, persistence, and a powerful help system.

My recommendation to aspiring Black tech founders is to construct a strong community of mentors, advisors, and friends who can present steering and help alongside the way in which. Don’t be discouraged by setbacks or rejections; as an alternative, use them as studying alternatives to refine your method and technique. Do your homework, keep knowledgeable about {industry} developments, and be ready to articulate the worth proposition of your expertise clearly and convincingly. Most significantly, attain out to different Black founders and executives who’ve walked the trail earlier than you. Their insights and experiences will be invaluable as you navigate the complexities of the tech startup ecosystem.

Bear in mind, you aren’t alone on this journey. There’s a rising group of Black tech founders and professionals who’re desirous to help and uplift one another. By working collectively, we are able to break down limitations, create extra inclusive alternatives, and pave the way in which for future generations of Black tech entrepreneurs.

Talking of African-People, AI Squared is headquartered in Washington, D.C. What’s the expertise scene like there?

Harvey: D.C. is a hotbed of tech innovation, particularly in safety and intelligence. Being near the Federal Authorities and protection businesses, we’re in a singular spot to work on initiatives that matter for nationwide safety. It’s a vibrant scene right here, with large tech companies, cool startups, and analysis hubs all mixing it up. We’re a tight-knit group, all the time assembly up, sharing concepts, and pushing one another to innovate.

One of the best half is that in case your tech is nice sufficient for nationwide safety, it’s adequate for something. We’re speaking finance, healthcare, shopper items – you identify it. Being in D.C. offers us the credibility to department out into these sectors. It’s an thrilling place to be, and we’re joyful to be a part of it.

You demoed your expertise at FinovateSpring earlier this 12 months. What was that have like for you?

Harvey: The expertise of demoing our expertise at FinovateSpring was thrilling and invaluable for us. It offered us with a singular platform to showcase our product to a big viewers of stakeholders, and to attach with key decision-makers within the monetary companies {industry}. We acquired invaluable suggestions on our product.

However the demo wasn’t with out its challenges. Some technical difficulties with signing in and that, mixed with the strict time constraints of the occasion, impacted our demo. These are issues that are likely to occur when demo-ing in a brand new discussion board. However it’s in our DNA to adapt and we did – and acquired constructive suggestions from attendees and made invaluable connections which have since led to fruitful discussions. General, the expertise was an excellent alternative for us to showcase our expertise, join with {industry} leaders, and study from the challenges we confronted.

What can we anticipate from AI Squared over the stability of 2023 and into subsequent 12 months?

Harvey: Our major objective for AI Squared is to proceed delivering distinctive worth to our prospects, with a give attention to the monetary companies sector. We’re dedicated to optimizing our product to boost the client expertise and construct sturdy, lasting relationships. As we method the tip of 2023, we’re on monitor to exceed our inside targets, because of the dedication of our crew.

Waiting for subsequent 12 months, we have now formidable plans for progress. We’re getting ready to boost our subsequent spherical of funding with a strategic crew of buyers who share our imaginative and prescient. This funding will allow us to proceed offering world-class service and merchandise. We’re additionally planning to broaden our product choices and discover new markets. We’re excited concerning the alternatives that lie forward and sit up for sharing our progress with you!

Picture by Emmeth Daavid

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