Welcome to Mitek's Fiscal 2024 Third Quarter Financial Results Call. At this time, all participants are in a listen-only mode. Later, we will conduct a question-and-answer session. I would now like to turn the call over to your host, Todd Kehrli, MKR Investor Relations. You may begin. Thank you, operator. Good afternoon and welcome to Mitek's fiscal 2024 third quarter earnings conference call. With me on today's call are Mitek's Executive Chairman and Interim CEO, Scott Carter; and CFO, Dave Lyle. Before I turn the call over to Scott, I'd like to cover a few quick items. Today, Mitek issued a press release announcing its financial results for its fiscal 2024 third quarter, ended June 30, 2024. That release is available on the company's website at miteksystems.com. This call is being broadcast live over the internet for all interested parties, and the webcast will be archived on the Investor Relations page of the company's website. I want to remind everyone that on today's call, management will discuss certain factors likely to influence the business going forward. Any factors discussed today that are not historical facts, particularly comments regarding our long-term prospects and market opportunities, should be considered forward-looking statements. These forward-looking statements may include comments about the company's plans and expectations of future performance. Forward-looking statements are subject to a number of risks and uncertainties, which could cause actual results to differ materially. We encourage all of our listeners to review our SEC filings, including our most recent 10-K and 10-Q, for a complete description of these risks. Our statements on this call are made as of today, August 8, 2024, and the company undertakes no obligation to revise or update publicly any of the forward-looking statements contained herein, whether as a result of new information, future events, changes in expectations, or otherwise. Additionally, throughout this call, we'll be discussing certain non-GAAP financial measures. Today's earnings release and the related current report on Form 8-K describe the differences between our GAAP and non-GAAP reporting and present the reconciliation between the two for the periods reported in the release. With that said, I'll now turn the call over to Mitek's Executive Chairman and Interim CEO, Scott Carter.

Good afternoon, everyone, and welcome. I appreciate your time today and your interest in Mitek. As you may know, on May 13 we announced my appointment as Interim CEO. In the three months since then, I have conducted deep dives into all aspects of the business and have received invaluable feedback from shareholders, clients and countless members of the Mitek team. Several important themes emerged, and I will discuss those today. Although there are revenue challenges we will address head-on today, my first 90 days as Interim CEO has amplified my deeply-held conviction and the exciting opportunities ahead for Mitek and our shareholders. We have superior technology, important intellectual property, a high-quality team and are well positioned to capitalize on new and emerging market tailwinds. Before discussing this quarter's results, which are candidly mixed, I want to reaffirm the investment thesis behind our Identity product portfolio. Our initial vision has grown stronger, and our strategic investments have positioned us to capture significant opportunities in the evolving identity verification landscape. After pioneering mobile check deposit technology, a space where Mitek remains the market leader with proprietary technology trusted by the largest banks worldwide and thousands of others, we leveraged our expertise in verification technology to diversify into adjacent new markets, which we see as offering longer-term growth opportunities. We started with document verification and we then evolved to include solutions that serve the entire customer life cycle, including advanced biometrics and passive liveness, the ability to determine if there is a real human being behind the image or voice and doing so with minimal consumer friction. MiVIP serves to highlight our evolution from point solution to platform provider. MiVIP clients conduct a complete know your customer, or KYC, process through a single interface. We have reinforced our position as a leader in the financial technology industry as a one-stop shop for identity verification. This is a much stickier product than our historical sales motion of selling individual point solutions. While our Identity revenue was disappointing this quarter, we remain confident in our strategic direction. The synergies between our identity and deposits product portfolios, leveraging our core expertise and overlapping customer base will enable us to deliver sustained value and continue building a robust and integrated identity verification platform. Now moving on to the third quarter. While our Deposits revenue continued its solid performance, our Identity product portfolio revenue was materially impacted by the ID R&D biometrics part of our business and execution challenges associated with scaling our ID R&D product portfolio. To a lesser extent, but also material, we experienced a timing shift related to promotional campaign-driven transaction volume from two large banking clients. This pushed out some additional expected MiVIP and Mobile Verify product revenue. Based on customer input, we now expect these campaigns to occur in fiscal 2025. Let's dig deeper into the ID R&D-related revenue shortfall. As a reminder, ID R&D solutions are delivered as on-premise software term licenses. Given software revenue recognition standards, term license revenue associated with new deals is typically recognized in the quarter in which the deal is closed. You may recall that during our last earnings call, we discussed some uncertainty regarding the timing of some prospective larger deals across Q3 and Q4 of fiscal 2024. In the June timeframe, we conducted deep dives and deal-by-deal inspection and it became apparent to us that the prior forecast for ID R&D biometric product revenue was unlikely to be achieved in the second half of this fiscal year. ID R&D had a number of promising six and seven-figure opportunities, which were anticipated to close in the second half of our fiscal 2024. However, upon review, these deals proved to be more complex than anticipated. These are deals with large multinational corporations for disruptive new applications of our biometrics technology. Dealing with customers of this size and complexity often leads to longer sales cycles. Now, let's talk about our go-forward plan. Following our acquisition of ID R&D in 2021, our goal was to foster innovation and to leverage the entrepreneurial spirit, speed and agility of the ID R&D teams by maintaining their original organizational and operating structure. As such, this team continued to operate with its own CRM and forecasting tools. As we look forward, the opportunities for biometric solutions are expanding. The ID R&D customer mix and use cases are much more diversified and the vertical markets are large. Given these expanding opportunities, we have taken action to fully integrate ID R&D's technology, product development, sales and marketing and operations into the rest of the company to improve execution. The new structure is in place today. This will also include a gradual migration of the ID R&D brand into Mitek. I want to underscore the significant opportunity we have with ID R&D, as customer and third-party evaluations confirm the superior efficacy of our proprietary biometrics technology. Our new organizational structure will improve our ability to execute upon that opportunity, playing through our respective strengths across the company. A recent Wall Street Journal article reported a staggering 700% increase in deepfake incidents in 2023. And according to a recent Liminal article, the deepfake detection market was valued at $5.5 billion last year and is expected to reach $15.7 billion by 2026, a CAGR of 42%. In a few weeks, we will plan to launch Mitek's deepfake detection product to address this problem. This launch follows several quarters of critical R&D work. Built on ID R&D technology, we believe this product is at the leading edge of combating this ballooning deepfake problem. It is designed to verify users' authenticity, ensuring they are real humans and not computer-generated or digital imposters. We have commenced early-stage conversations with our installed base of ID R&D partners and are pleased with their favorable response and interest. Stay tuned for a press release on this new product soon. Now turning our attention to the rest of our Identity product portfolio. Our Identity transactional SaaS revenue came in moderately short of our expectations in the third quarter. As I said before, this is mainly due to two of our largest Identity customers delaying promotional campaigns until our fiscal 2025. Expansion revenue remains a large opportunity for Mitek and was a strong component of Identity revenue in Q3 and our almost 100% customer renewal rate is strong validation of our industry-leading identity solutions. Today, the vast majority of Identity transactional SaaS sales are in financial services, but there is much more opportunity within this vertical. Bear in mind that over 7,000 banks in the U.S. alone benefit from Mitek Mobile Deposit, yet we've only penetrated a single-digit percentage of banks across our core geographic markets in the U.S., U.K. and EMEA with our identity solutions. We are now laser-focused on cross-selling the combined ID R&D and Mitek Identity and Deposits story to senior executive audiences. This has served to significantly elevate our conversations. One of those cross-sell opportunities is with MiPass. Our MiPass product combines voice and facial biometrics in a single transaction, replacing legacy approaches such as usernames and passwords with more modern, safe and frictionless authentication. MiPass is being used or tested by five of the top 10 banks in the U.K., further validating interest in this disruptive product offering. MiPass leverages technology from ID R&D but is sold and delivered through traditional Mitek sales channels and as a transactional SaaS business model. Looking ahead, we are keenly focused on product portfolio optimization. Close inspection of customer-level profitability, growth and contribution margin by geographic and vertical market and by use case and products reveals opportunities to target our resources in a way that drives the best ROI. In identity, we will increasingly target direct selling efforts towards the most profitable customer segments while adjusting pricing and channel strategies for unprofitable customer segments. Let's use MiVIP as an example. MiVIP is a platform that provides customers with the ability to integrate a variety of Mitek proprietary and third-party partner point solutions into a one-stop shop for identity verification. This creates a stronger value proposition and a stickier customer relationship, therefore supporting higher price points and driving higher contribution margins. Accordingly, we are refining go-to-market motions so that we can capitalize on this opportunity for improved quality of earnings in our identity business. Likewise, when it comes to document verification, whether that be in our Mobile Verify offering or as an individual point solution within MiVIP, automated transactions provide a higher contribution margin than agent transactions. This too further informs our pricing and sales strategies as well as our assessment of product market fit going forward. These and other portfolio optimization efforts further increase our conviction in the opportunities ahead to drive improved return on invested capital in our identity business. Now turning our attention to our Deposits product portfolio. I'll start by highlighting our Mobile Deposit franchise, which we are pleased to report continued to deliver growth in this highly cash-generative revenue stream. Revenue for this product grew year-over-year in Q3 due to a combination of increased consumer adoption, timing of check reorders and continued price increases catching up in our efforts to capture our fair share of value that we've created through this technology, which has transformed the entire retail banking industry. Now I want to turn our attention to Check Fraud Defender, or CFD, which continues to grow its customer base, underscoring the strong interest from banks for this industry-leading innovative offering. As a reminder, Check Fraud Defender, our cloud-hosted product built on consortium data and AI technology and powered by MiVIP, enables customers to identify fraudulent checks. This quarter, a top five U.S. bank went live on the consortium. This bank implemented CFD in its real-time mode and is live in all of its 2,000-plus branches. Real-time mode enables CFD to evaluate check deposits, whether through mobile deposit, ATM, or in-branch, to instantly flag likely fraudulent checks. There are now over 40 banks under contract for the consortium. This should position us well to achieve our goal of 50-plus CFD customers by the end of this fiscal year. Already in Q4, we've signed another top 30 bank and we expect another top 10 bank to sign in Q4. As you can see, demand for CFD is strong, and as the consortium continues to grow, the flywheel effect of this network model will continue to take hold. As I just mentioned, a top five bank went live on Check Fraud Defender during the third quarter. Importantly, three of the top five banks are already using a prior on-premise generation of CFD. These stand-alone implementations provide the banks with protection for only their individual institutions. However, even they are quickly realizing the power of our AI-based cross-bank consortium and are actively evaluating CFD as the next step in their check fraud migration strategy. As check fraud continues to be an acute problem for banks and continues to grow rapidly, the ability to leverage AI and machine learning to observe industry-wide patterns and activity and develop sophisticated profiles of both normal consumer behavior and bad actor activity across the ecosystem drives a demonstrably high ROI. In summary, over the past three months, we've identified some key challenges and opportunities. We've taken decisive action to address the challenges and capitalize on the opportunities. While our Identity revenue performance has been underwhelming, strong client engagement suggests it's a temporary setback. Our Identity product portfolio has shown solid renewals and expansions. As digital transformation and secure online access become increasingly critical, we are well positioned to capitalize on a massive market opportunity, leveraging our strong banking customer base. Also, as Mobile Deposit continues to grow and generate cash flow, CFD is gaining momentum and poised to be a significant future revenue driver for Mitek. Lastly, I want to provide an update on our CEO search. While we are still interviewing new candidates, several have advanced to later stages of our process and each has a strong track record of simultaneously driving growth and margin improvement within or adjacent to the markets where Mitek already operates. We are confident we will be able to hire a new CEO who will build shareholder value by leveraging our industry-leading product offerings and driving growth, while at the same time driving sustained profitability across all of Mitek's businesses. Before I hand it over to Dave, I'd like to acknowledge his impact as our CFO over the past seven months. He led us through audit and NASDAQ compliance challenges, improved our finance and accounting teams, and has invaluable experience from his previous technology-related public company CFO roles. Dave, I want to thank you for these contributions, and I look forward to continuing this partnership. Now over to you to provide an update on our Q3 financial results and outlook.

Thanks, Scott. I'll begin by taking you through the fiscal Q3 2024 financial results and then comment on our outlook. Looking first at revenue. Total revenue for fiscal Q3 increased 4% year-over-year to $45 million. We saw a solid 18% year-over-year revenue growth from deposits, with mobile check deposit revenue being the primary growth driver and Check Fraud Defender showing a double-digit growth rate year-over-year. Mobile check deposit revenue saw a healthy cluster of earlier-than-expected renewals as continued strong transaction volumes led customers to utilize their prepaid transaction inventories faster than anticipated. Identity product revenue declined 14% year-over-year, with ID R&D biometrics revenue softness contributing to much of that decline for reasons described earlier by Scott. The pricing pressure on our Mobile Verify product, as well as sunsetting ICAR hardware revenue, contributed to the decline to a lesser extent. Looking more closely at Mobile Verify, the year-over-year decline was mostly attributable to some of our large customers renewing contracts at lower pricing. Notably, Mobile Verify transaction volume increased year-over-year, and we saw close to zero customer churn during fiscal Q3, signaling healthy demand despite the competitive pricing environment. I'll talk more about how this could play out in my outlook commentary near the end of my remarks. Looking at revenue by reporting categories. Software and hardware revenue grew 6% to $22.7 million in fiscal Q3, mostly driven by mobile check deposit, but offset by declines in ID R&D biometrics product revenue. Services and other revenue grew 3% to $22.3 million year-over-year as we saw Check Fraud Defender begin to contribute to our transactional SaaS revenue with additional contributions from mobile check deposit maintenance revenue growth. GAAP operating expense for fiscal Q3, 2024, was $37.8 million compared to $35.6 million a year ago. The increase was primarily driven by $900,000 in compensation-related cost of lending adjustments for employees we relocated from our offices in Russia, which have now been shut down, as well as $300,000 of investments in our AWS cloud service technology and $300,000 in retention expense associated with key go-to-market and technical product personnel. Non-GAAP operating expense for fiscal Q3 '24 was $27.1 million compared to $25.5 million a year ago and down $900,000 sequentially from $28 million in Q2 '24. The year-over-year increase in non-GAAP operating expense was primarily due to employee-related costs associated with the move from Russia and, to a lesser extent, due to the investment in the AWS cloud services for our growing transactional SaaS business and biometrics technology. The $900,000 sequential decrease in non-GAAP operating expense was due mainly to lower sales expenses from cost optimizations made in the quarter, lower management bonus accrual, as well as lower external contract support costs as we began our path to normalization following previous filing delays. Excluded from our non-GAAP operating expense was $10.8 million of non-recurring items, of which $7.3 million were non-cash accounting items and $3.5 million were cash items. The non-cash items were comprised of the amortization of purchased intangibles from prior acquisitions and stock-based compensation expense. The cash items were primarily comprised of about $1.3 million in executive transition costs, $1.1 million in restructuring costs associated with our cost optimization efforts, and $1 million in non-recurring audit fees. Please see our earnings release for a more detailed reconciliation. GAAP operating income was $0.7 million in fiscal Q3 '24 or a GAAP operating margin of 2%. Our non-GAAP operating income was $11.6 million in fiscal Q3 '24 or a non-GAAP operating margin of 26%. GAAP net income for fiscal Q3 '24 was $0.2 million, which rounds to $0.00 per diluted share on 48 million shares. Non-GAAP net income grew 27% to $12 million and earnings per diluted share was $0.25. Turning to our balance sheet. Our cash and investments at the end of fiscal Q3 were $133.2 million, $2.9 million higher sequentially versus fiscal Q2. It's important to note that during fiscal Q3, we repurchased about 820,000 Mitek shares at an average share price of $12.25, including trading costs, totaling about $10 million. Therefore, adjusting for share repurchases, our cash and investments balance would have increased by $12.9 million during the quarter. Let's now shift to our fiscal 2024 outlook. With regard to revenue, we are resetting our fiscal '24 revenue range to $169 million to $173 million from our previous range of $180 million to $185 million, which implies fiscal Q4 revenue to be in the range of $40.1 million to $44.1 million. This is primarily due to the shortfall in larger pipeline deals from our ID R&D biometrics products that were expected to close in the second half of fiscal 2024, as well as expected softness from two large Identity customers delaying promotional campaigns until our fiscal year 2025. These revenue shortfalls also require us to lower our previous guidance for fiscal year 2024 non-GAAP operating margin. We now expect our non-GAAP operating margin to be in the range of 23% to 25% due primarily to the revenue shortfall from the ID R&D biometrics products, as software term license revenue has very little cost of revenue associated with it. Given the challenges we are seeing with the Identity product revenue shortfall in the second half of this year, our updated forecast models indicate that the total Identity product portfolio will not be profitable in fiscal Q4 on a fully burdened basis. Therefore, we don't expect to achieve our previously communicated target. At this time, we feel it prudent to reassess the achievement and timeline for this target following our annual operating planning process, and we will share the plan to achieve profitability in Identity with you on our next earnings call. We want to assure you that achieving long-term sustainable profitability across all of Mitek's business remains a primary objective. We will continue to be laser-focused on disciplined operating expense control and optimization while ensuring sufficient investment in our significant market opportunities. Moving on to our previous G&A expense outlook. We are reiterating that we expect our non-GAAP G&A operating expense to be approximately $8.5 million in fiscal Q4. Looking ahead to fiscal 2025, we expect Q1 total revenue to be down year-over-year due to timing of mobile deposit or preorders. Historically, Q1 is our weakest quarter of the year. We anticipate that we will resume year-over-year revenue growth in fiscal Q2 '25, led by mobile deposits, with growth also expected from identity. In the second half of fiscal 2025, growth will be driven primarily by Check Fraud Defender, MiVIP and MiPass, and ID R&D biometrics products. For the full fiscal year 2025, we expect Identity to return to double-digit growth. Let's talk more about each of these products going forward, starting with Check Fraud Defender. One of our original customers, a major money center bank, uses Mitek's on-premise check fraud solution with software term license revenue recognized all upfront in Q3 for this customer. This causes about a $4 million revenue spike in Q3 of each fiscal year until they transition to a cloud-based SaaS model, which will result in smoother quarter-to-quarter revenue recognition. For most all other banks, this solution will be offered only as a cloud-based SaaS solution with ratable revenue recognition over the contract period. Now let's look at MiVIP and MiPass. We are witnessing a shift in our existing customer behavior as many migrate from point solutions like Mobile Verify to our comprehensive MiVIP orchestration platform, which more holistically addresses growing fraud detection and prevention needs. To be clear, customers moving to MiVIP may continue to use Mobile Verify inside the MiVIP platform and therefore, have access to expanded identity offerings such as MiPass. This trend also includes new customers seeking a unified solution for verification and authentication. Finally, we expect solid revenue growth from our ID R&D biometrics products through customer expansion, increased transactions and new product launches. However, as Scott mentioned earlier, penetrating new market verticals with larger deals may take time, with growth from these deals most likely later in fiscal 2025. In fiscal 2025, we also expect some modest headwinds in our Mobile Deposit product and Mobile Verify products. First, as I mentioned earlier, Mobile Deposit is facing some renewal timing-related headwinds in fiscal Q1. We expect first half 2025 deals to be more concentrated in the second quarter as a result. Given the high margin profile of Mobile Deposit product deals, it will also cause a temporary headwind to our non-GAAP operating margin for the first quarter. However, we expect this margin to return to levels similar to fiscal 2024 and fiscal Q2 2025. Now on to Mobile Verify. We continue to face competitive pricing pressure, but it is important to note that a large portion of this revenue comes from banks that use products from our deposits product portfolio, presenting significant cross-sell synergy opportunities. In our 2024 fiscal year-end earnings call, we will introduce our revenue and operating target ranges for fiscal 2025 and provide more detail.

Hey guys, this is pretty disappointing. Can you help? There are about seven weeks left in the year, and it seems like you're down $11 million to $12 million in revenue. It sounds like this is due to ID R&D and a couple of promotions in mobile ID not performing as expected. Can you break down the shortfall between those two areas?

Yes. Mike, thanks for the question. I'll start and Dave, of course, will elaborate if I miss anything important. Both those items are material, Mike. I would say that the ID R&D miss was much more material than the timing issue with those promotional campaigns. We had a surge in very promising six and seven-figure opportunities, as I mentioned in the script. And based on the client feedback, the superior efficacy of this technology, there is an expectation that those deals would close in Q3 and Q4. But again, as I mentioned in the script, as Dave and I dug into that, it just became clear that those would push. But they're still very viable opportunities and we expect a good portion of those to remain viable going forward.

Yes. To provide more detail on the numbers, you're correct that the midpoint of our guidance reflects an $11 million shortfall. The vast majority of this shortfall is tied to our Identity products, primarily from the ID R&D biometrics revenue. It's important to note that due to the software term license structure, the biometrics revenue has a very high gross margin, meaning that each missed dollar in revenue significantly impacts our bottom line.

Got it. And I don't know, guys, you seem to have a lot of confidence in mobile ID, but it's just been so disappointing. I mean, have you thought about selling it or splitting the company?

Thank you for the question, Mike. As you know, you've followed our company for a long time and understand that our original thesis suggested growth in the Mobile Deposit business might eventually slow down. We aim to diversify our revenue sources, and there are significant connections between our Mobile Deposit services and our original Identity products. For a while, these areas operated separately. Interestingly, despite this quarter's results, we're beginning to see more support for the idea that these two lines of business should be integrated. Specifically, the Check Fraud Defender tool is showing promise as it connects us with the same customers who are interested in our verification solutions. It's essential to note that the MiVIP platform enhances the Check Fraud Defender offering, demonstrating how our capabilities are coming together. I believe as we refine our portfolio strategy, we can shift our focus significantly. The demand remains strong; for instance, Mobile Verify is experiencing notable growth in transaction volumes, indicating market expansion. As we transition customers to the MiVIP platform, which offers greater value, we’re also seeing improved profit margins. MiVIP contributes positively to our growth, and we have evidence supporting the synergy between these businesses. With the recent integration of the ID R&D department, we’ve been able to unite experts from various areas, such as biometrics, check fraud, and identity verification, allowing us to engage with higher-level decision-makers at banks. This collaborative approach has been well-received and is encouraging for our future.

A follow-up. I mean, clearly, you're not going to be breakeven in mobile ID in Q4. You said that. I mean, is there any chance you're going to be late '25 break even there? I mean, it seems like it's a multi-year chance to break even at this point.

Yes, there are a couple of things to note. We need to keep in mind that several of our products are transitioning from their early stages to accelerated growth, and we need to observe how these developments unfold, as seen with the ID R&D biometric products this quarter and what we anticipate for next quarter. We will need to assess how this progresses before making any conclusions. This is why I mentioned in my comments that we will provide more details in the next earnings call after we finalize our annual operating plan. Lastly…

Did you say what revenue was in Q3 for Check Fraud Defender?

We did not. We don't.

We're not disclosing that at the product level. Yes.

Yes, Mike. Right now, our focus with this consortium flywheel model is on achieving critical mass in adoption. We believe we are approaching that, particularly with the adoption rates among our top five and top ten customers, including a major bank we anticipate closing this quarter. As you know, there are lengthy sales cycles with banks, followed by delays in implementation and ramp-up. With a SaaS model, it will take some time to ramp up. However, we are receiving strong validation from our customers, and the proof of concepts are very persuasive. We have clients transitioning from competitive products. All indicators are looking positive, but our priority is on scaling up and generating momentum with the flywheel.

Yes. Thanks for taking the question. Scott, can you just help us understand when it became clear ID R&D wasn't going to meet numbers? And then you talked about the two banking campaigns that were pushed out into fiscal 2025 and then a few 6 and 7-figure transactions that were a bit more complex. Just to confirm, did any of those deals and campaigns fall completely out of the pipeline? Or is your expectation now just that they push into fiscal 2025?

The campaigns have definitely shifted into 2025, as we highlighted. Regarding the timing, I was appointed on May 13, and my role became official on June 1. Dave and I quickly began to examine all aspects of the business. I was personally reviewing the large ID R&D biometrics opportunities, and I think Dave will agree that I held on to them and the hope for Q4 profitability longer than anyone else. Additionally, I appointed a new sales leader for the ID R&D business, someone I hold in high regard who previously served as a senior executive at a much larger biometrics company and helped scale them significantly. I believe we have the right team in place now. This is about leveraging our strengths. I've worked with many impressive machine learning scientists, and we have a world-class team in that area. I'm eager to integrate their best practices and enhance R&D efficiency throughout the company. At the same time, we aim to bring more rigor to evaluating product market fit, the business model, and the revenue model. That's where our focus will be as we work on optimizing this portfolio.

Okay, helpful. And then, Dave, can you just help us understand the expectations that underlie the guidance that you laid out for fiscal 2025? Are you expecting those big ID R&D deals to close next year? Just would be helpful to understand the expectations that underlie that.

Yes. Back to your original question also. Some of those deals we did take out of the forecast completely and they could come back, but nothing that we want to rely on, obviously. And then in terms of what's going to happen in '25. One of the reasons I made the comments about ID R&D product portfolio revenue starting to grow more in the second half is because we don't have enough clarity on exactly when those could close. Candidly, they could close in the short term or they could close in the next 18 months. That's kind of the range of prospects there. But we're working hard to make those close as fast as possible. It's just with these big multinational guys, as you know, they just take a long time to get through that process.

Okay. That makes sense. And then just one last one on my end. You said most of the miss was driven by ID verification, but that would imply that mobile deposit also had a slight miss in the quarter. Was that more related to core Mobile Deposit's volume or did Check Fraud Defender come in a bit lighter than you expected?

No, I think it was more deal timing than anything else. Was a very small number in terms of that $11 million.

Thank you. I wondered if you could walk through the renewal dynamics. You talked about repricing issues as you were going through renewals. My assumption has been that you're moving folks from point solutions to the broader platform, and therefore you would see fairly good pricing dynamics as that happened. Can you just give me some clarity on that?

Yes, that's a great question. With MiVIP, as we enhance the value proposition, it makes sense that the product becomes more appealing, leading to improved price elasticity. For customers going beyond just document verification, which has become somewhat standard, combining various signals and data sources into a single platform enhances our value proposition and allows for higher pricing. We're also observing notable differences in unit economics between transactions that require agent review and those that are automated. Agent-reviewed transactions tend to dilute profitability. When we analyze profitability across different geographic markets or sectors, we see an opportunity to enhance focus on certain segments while reducing it in others, helping customers adopt best practices. This applies to both migrating Mobile Verify to MiVIP and leveraging the successful strategies of our top customers, which contribute positively to margins. For our smaller customers, we face relatively high customer acquisition costs. We recognize a clear opportunity to refine our approach regarding direct versus channel sales models and pricing strategies. Given the high costs, we may need to consider focusing more on inbound or channel strategies. These are the points we are examining closely after conducting a thorough analysis.

I understand. Regarding the Check Fraud Defender, there has been some doubt about whether a top five bank would adopt your system due to their extensive capabilities and the perception that they may not gain from the network effect. Therefore, signing a top five bank is very significant. I would like you to confirm this in your marketing efforts. Could you also elaborate on the noticeably high ROI you mentioned? It seems to me that this would make the offering quite simple to sell, given the high ROI. Are there any updates on the sales process in this regard?

Yes. First of all, the first part of your point I want to address, which is some of these banks do have a variety of sort of internally and other sort of third-party solutions. And some banks are more sophisticated than others in terms of the data science capabilities they have and so forth. What really turbocharges the value proposition for Check Fraud Defender is that we can look in real-time mode across the entire ecosystem. So a top five bank will only have visibility to what's happening on the checks that are happening in their environment. So if there is, for example, a high velocity of activity elsewhere with indications that there's bad actor activity, they wouldn't have visibility to that. So that's an example of why this consortium-based approach is, in fact, very additive to these top five banks. The challenge is, at the same time, they're big banks and there's a lot of inertia and it takes them a while to get things done. So I think I would underscore that the sales cycles are just long and it takes them a while to sort of get things done and through their internal processes. But all signs remain positive. The ROI piece, anecdotally I would tell you, we've had very compelling examples of customers saving tens of millions of dollars in the first number of months with the product. We're targeting typically, I think when Dave walked through his sizing model, and he talked about like a 10 to 1 ROI, which we think is very conservative. I think over time, as the consortium is established and the fraudsters, by the way, then migrate from the banks that are protected to those that aren't, we think we can capture prices as a sort of higher percentage of that ROI over time.

Hi, this is Derek Greenberg on for Allen. My first question was just on, you had mentioned the transition from agent-reviewed transactions to more automated. I was wondering if maybe you just had any metrics in terms of what percent is automated versus agent-reviewed. And what the relative margin difference is as this continues to shift as well as just the capacity in terms of the percentage that can be automated versus manually reviewed?

Yes, thank you for your question. I don't have specific data available right now regarding those metrics, and I believe we haven't disclosed them before. We can discuss this further offline and see what information we can provide afterward. I want to stress that agent transactions can be dilutive, and their impact varies greatly depending on the customer and the specific use case. Scale is important; for instance, large banks with an 80% automation rate tend to have a more favorable margin profile due to economies of scale compared to smaller banks. It's crucial for our sales and client-facing teams to adopt a more consultative approach to guide customers on when to use agent transactions. Different markets have varying regulatory requirements, so we will evaluate each case individually. I want to reiterate that as we transition customers using single-use case products like Mobile Verify for document authentication to the MiVIP platform, we can enhance their value proposition and improve margin profiles. By integrating other data sources, the need for agent intervention in certain authentication steps may be reduced, allowing us to rely more on digital methods.

Okay. Got it. That makes sense. And then my other question is just with the partnerships you had with like Experian and Equifax, just maybe some color and some updates on how that's progressing.

We are very pleased with both of those partnerships. Experian is one that we have highlighted publicly. This relates back to the portfolio optimization theme. When we think about utilizing a large channel partner like that, they have the ability to reach adjacent vertical markets or even non-adjacent markets where they have existing relationships. They possess the distribution reach and understand the customer domain and language. For instance, we have signed a significant health care provider in the U.K. with one of those partners. I believe that as we continue with our portfolio optimization efforts, we will become increasingly adept at identifying how to leverage these channel partners effectively.

Thank you, operator, and thank you for joining our call today and for your continued support. As always, if you have any follow-up questions, please feel free to contact me and I'll be happy to answer your questions. Thank you and have a great rest of your day.

This concludes today's conference call. Thank you for attending.