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Operator
Good afternoon, and welcome to Peraso Inc.'s Second Quarter 2023 Conference Call. (Operator Instructions) As a reminder, this conference call is being recorded today, Monday, August 14, 2023.
I would now like to turn the call over to the host for today's program, Mr. Jim Sullivan. Please go ahead.
James W. Sullivan - CFO
Thank you. Good afternoon, and thank you all for joining today's conference call to discuss Peraso's Second Quarter 2023 Financial Results. I'm Jim Sullivan, CFO of Peraso. And joining me today is Ron Glibbery, our CEO.
Today, after the market closed, we issued a press release and related Form 8-K, which was filed with the Securities and Exchange Commission. The press release and Form 8-K are available on Peraso's website at www.perasoinc.com under the Investor Relations section. There is also a slide presentation that we will be using in conjunction with today's call that may be accessed through the webcast link on the IR website.
As a reminder, comments made during today's conference call may include forward-looking statements. All statements other than statements of historical fact could be deemed as forward-looking. Peraso advises caution and reliance on forward-looking statements.
These statements include, without limitation, any projections of revenue, margins, expenses, non-GAAP gross profit, non-GAAP gross margin, non-GAAP operating expenses, adjusted EBITDA, non-GAAP net loss, cash flows or other financial items, including anticipated cost savings. Also, any statements concerning the expected development, performance and market share or competitive performance of our products and technologies.
All forward-looking statements are based on information available to Peraso on the date hereof. These statements involve known and uncertainties and other factors that may cause Peraso's actual results to differ materially from those implied by the forward-looking statements, including unexpected changes in the company's business.
More detailed information about these risk factors and additional risk factors are set forth in Peraso's public filings with the SEC. Peraso expressly disclaims any obligation to update or alter its forward-looking statements, whether as a result of new information, future events or otherwise, except as required by applicable law.
Additionally, the company's press release and management statements during this conference call will include discussions of certain measures and financial information in terms of GAAP and non-GAAP. With respect to remarks on today's call involving non-GAAP, unless otherwise indicated, referenced amounts exclude stock-based compensation expense, amortization of reported intangible assets and the change in fair value of warrant liability.
These non-GAAP financial measures, definitions and the reconciliation of the differences between them and comparable GAAP measures are presented in our press release and related Form 8-K, which was filed today with the SEC, which provide additional details. For those of you unable to listen to the entire call at this time, a recording will be available on the IR section of our website.
With that, I will start today's call with an overview of the company's financial results for the quarter and then turn the call over to Ron to provide business updates, excuse me.
Now turning to the results. Total revenue in the second quarter decreased to $2.4 million from $5 million in the prior quarter and $4.3 million during the same quarter a year ago.
Product revenue from the sale of our memory integrated circuit, mmWave and integrated antenna solutions in the second quarter was $2.2 million compared with $4.9 million in the prior quarter and $4.1 million in the second quarter of 2022. The sequential and year-over-year decrease in second quarter product revenue was primarily attributable to lower shipments of both mmWave product and memory ICs, which we primarily attribute to the inventory correction underway in the market.
Royalty and other revenue for the second quarter of 2023 comprised $0.2 million of royalty revenue from licenses of our memory technology and other revenues from performance of nonrecurring engineering services for a mmWave customer.
GAAP gross margin was 25.3% in the second quarter compared with 38.3% in the prior quarter and 34.7% in the year-ago quarter. On a non-GAAP basis, excluding amortization of acquired intangible assets, gross margin for the second quarter was 45.9% compared with 45.4% in the prior quarter and 43% in the second quarter of 2022. The higher non-GAAP gross margins for the second quarter were primarily a result of revenue mix reflecting increased revenue contribution from memory IC products.
As stated in previous quarters, we continue to target a corporate non-GAAP gross margin of approximately 50% through a combination of the benefits from the increased scale and reduced production costs on our mmWave products as well as contribution from sales from our higher-margin memory IC products.
GAAP operating expenses for the second quarter were $5.6 million. This compared with $5.7 million in the prior quarter, which included a $0.4 million gain on a previously completed license and asset sale and $8.5 million in the second quarter of 2022.
Total operating expenses for the second quarter of 2023 on a non-GAAP basis, which excludes stock-based compensation and amortization of reported intangible assets, were $4.1 million compared with $4.3 million in the prior quarter and $6.6 million in the same quarter a year ago.
The sequential and year-over-year decrease in operating expenses reflects the incremental benefits from cost reduction initiatives and other previous actions we began implementing during the second half of 2022 to streamline operations, including the license and asset sale for certain memory technology that closed in the third quarter of 2022. We continue to expect these collective actions will result in lowering our operating expenses by approximately $5 million on an annual basis as we realize the full anticipated benefits over the next few quarters.
GAAP net loss for the second quarter of 2023 was $4.1 million or a loss of $0.17 per share compared with a net loss of $3.1 million or $0.15 per share in the prior quarter and compared with a net loss of $7 million or $0.33 per share in the same quarter a year ago.
On a non-GAAP basis, net loss for the second quarter of 2023 was $3 million or a loss of $0.12 per share, which excludes stock-based compensation, amortization of acquired intangibles and the change in fair value of warrant liability. This compared with a non-GAAP net loss of $2 million or $0.09 per share in the prior quarter and a net loss of $4.8 million or a loss per share of $0.23 in the same quarter a year ago.
The weighted average number of basic and diluted shares outstanding for purposes of calculating both GAAP and non-GAAP EPS for the second quarter of 2023 was 24.3 million shares, which excludes 1.8 million shares of our common stock and exchangeable shares that are currently escrowed.
Adjusted EBITDA, which we define as GAAP net income or losses reported, excluding stock-based compensation, amortization of reported intangibles, change in fair value of warrant liability, interest expense, depreciation and amortization and the provision for income taxes was negative $2.8 million in the second quarter compared with negative $1.8 million in the prior quarter and negative $4.5 million in the prior year period.
From a balance sheet perspective, as of June 30, 2023, the company had cash, cash equivalents and short-term investments of approximately $2.7 million, which includes the remaining proceeds from the company's registered direct offering and concurrent private placement completed at the beginning of June 2023. As a result of the company's expected operating losses and cash burn and recurring losses from operations, the company will need to raise sufficient capital through additional equity or debt arrangements as further described in the company's quarterly report on Form 10-Q for the period ended June 30, 2023, as filed with the Securities and Exchange Commission.
Regarding our business outlook. Similar to last quarter, our near-term visibility continues to be impacted by multiple unrelated factors that make it difficult to confidently forecast the full range of potential outcomes specific to the third quarter. In addition to the more general uncertainty associated with the broader macro environment and end-market demand in the second half of the year, the 2 customer transactions that we discussed last quarter are still pending and have yet to close, and we may commence additional end-of-life shipments to our customers as early as this current quarter.
Although this difficulty in predicting the timing and probability of these potential transactions and shipments prevent us from being in a position to provide specific guidance for the current quarter, we remain optimistic about closing 1 or more or both these pending transactions by the fourth quarter of 2023. To the extent this occurs, we will consider providing future updates regarding our expectations for the third quarter.
With that said, I'll now turn the call over to Ron to provide business update. Ron?
Ronald Glibbery - CEO & Director
Thank you, Jim. Good afternoon, and welcome. We appreciate you joining us on today's conference call. Without question, it was a uniquely challenging quarter. As Jim discussed, our lower revenue during the second quarter was primarily attributed to a significant and ongoing inventory correction across our customers.
Although we're disappointed with the reduced shipments during the quarter, we've continued to make progress on expanding the customer base for our mmWave products. Additionally, despite the headwinds in our business, we remain encouraged by the continued positive momentum observed in the broader Fixed Wireless market, particularly as wireless internet service providers or WISPs expand deployments of multi-gigabit connectivity in the unlicensed 60GHz spectrum to a growing number of subscribers.
Turning to Slide 5. As discussed in recent quarters, one of our primary strategies has been to leverage Peraso's historical success with a relatively small group of leading mmWave fixed wireless customers to meaningfully expand and diversify our existing customer base. As it turns out, the current inventory correction has only further emphasized the importance of increased customer diversification.
With this fundamental objective in the top of mind, I want to provide an update on the engagement pipeline metrics that we introduced last quarter. As a reminder, due to certain prior constraints, we only began executing on the strategic initiative to the extent our commercial reach and broaden -- to extend our commercial reach and broaden the customer base in late 2022.
This slide shows the progression of Peraso's pipeline of new business engagements over just the past few months. Not only has our combined number of funnel and active engagements increased from 75 at the time of our last conference call in May to a total of 80 in mid-August, but during this period, we also advanced several previous funnel opportunities to current active engagements.
In addition to using these metrics internally to measure the projected economic value of our existing pipeline, we also view them as a leading indicator of our progress towards achieving a broader and more diversified customer base.
Moving to Slide 6. As demonstrated proof points of converting active pipeline engagements into a new customer adoption and expansion expanded commercial opportunities, I want to highlight a few of our recently announced customer wins. First, in June, we jointly announced the commercial production of Tachyon Networks' new TNA-30x product family and leveraging Peraso's PROSPECTUS 60GHz mmWave of antenna modules and unique Point-to-Point and Point-to-Multipoint capabilities for Fixed Wireless Access applications.
In July, together with Jaguar Wave, we announced the commercial production of its new PTPp 6150/51 product family incorporating Peraso's mmWave technology. Also positioned as a Point-to-Point and Point-to-Multipoint solution for 60GHz unlicensed Fixed Wireless Access networks, this new Jaguar Wave product was specifically designed to target and withstand applications in harsh outdoor environments.
And most recently, earlier this month Zinwell, a leading Taiwan-based manufacturer of consumer broadband and enterprise-grade networking products, launched its new 2.5 Gigabit Ethernet Bridge radio incorporating Peraso's X120 chipset. Designed as a solution to provide lower-cost wireless connectivity between buildings and other geographical obstacles, this wireless networking bridge is in most first 60GHz enabled product, and they chose Peraso's mmWave solution with our phased array antenna technology for its unique ability to overcome the challenge of Fixed Wireless applications in dense urban environments.
Lastly, I want to acknowledge one of the potential customer transactions that was pending at the last -- at the time of our last conference call. We continue to be actively engaged with this opportunity despite it taking longer than previously anticipated to formalize. This specific opportunity is envisioned by both parties to comprise of a multiphase co-development agreement to create a customized solution for FWA applications with the customers then purchasing production volume units of the resulting product from Peraso. We remain optimistic and continue working towards the completed contractual agreement in the coming months.
From a broader perspective, we continue to believe that Peraso is the market leader in 60 Gigahertz mmWave solutions for Fixed Wireless Access. Given that a majority of the Wireless ISPs or WISPs that utilize mmWave technology don't buy directly from Peraso, we recently initiated an internal project to better understand where and how broadly our mmWave technology is being deployed by WISPs across North America.
On the left side of Slide 7 is a snapshot of our findings to date. This includes 15 of the WISPs we've identified as utilizing Peraso-enabled hardware and a map of their collective geographical deployments. Based on third-party market research, the impressive growth of Wireless ISP subscribers in the United States is forecast to continue to grow through at least 2025.
With our market-leading mmWave technology and portfolio solutions for 60 GHz Fixed Wireless Access, we are well positioned to further capitalize on this sizable market trend. Also, and although still in the earlier stages, I would add that we do have and are working on to expand current active engagements targeting planned geographical deployments outside of North America.
Now turning to Slide 8. We continue to view 5G mmWave Fixed Wireless Access as a massive and incremental market opportunity over the medium term. Although deployments in the mid-band spectrum temporarily slowed down the urgency among carriers to aggressively pursue 5G mmWave, we've started seeing renewed interest and focus on the inevitable adoption of mmWave by carriers to maximize their bandwidth capacity.
During the quarter, we achieved a major milestone with Peraso's announced collaboration with pSemi, a subsidiary of Murata and a recognized global leader in the development and integration of high-performance RF solutions. This cooperation resulted in a successful integration of Peraso's 5G mmWave beamformer IC and pSemi's high-performance up-down converter to create a cost-effective RF solution for 5G Fixed Wireless Access customer premises equipment, or CPE. This joint solution directly addresses one of the keys to unlocking broadband Fixed Wireless Access adoption, which is the availability of a low-cost customer terminal.
We also demonstrated the integrated RF module together with pSemi at the International Microwave Symposium in June, where it received strong interest and feedback from a combination of future prospective customers and partners.
More generally, the ability of Peraso's 5G beamformer to enable more cost-effective solutions and faster deployments for both 5G CPE applications as well as 5G mmWave in the carrier market has contributed to a growing number of prospective engagements and evaluations with a series of OEMs, equipment vendors and 5G baseband vendors.
Switching gears to an update on our memory IC business. As discussed in our previous call, we have notified customers of the End-of-Life of our memory devices due to our foundry partner discontinuing the manufacturing process used to fabricate wafers for these products.
We received initial forecast from our memory customers, which thus far has been very encouraging. Based on these initial indications, we currently expect that customer purchase orders for the last-time buy will be $15 million to $20 million. The associated shipments and revenue are anticipated to possibly begin this year with the majority of POs being fulfilled throughout next year and potentially ending in 2025.
Looking ahead, we remain focused on further expanding Peraso's leadership in mmWave fixed wireless. Our shipments related to the end of life of our legacy memory products initially ramped and come to an end over the next handful of quarters, our mmWave silicon will increasingly become the primary driver of our future business. The market opportunity for mmWave across both unlicensed 60GHz and licensed 5G Fixed Wireless Access is substantial, and it continues to demonstrate growing momentum.
In terms of our leading mmWave technology and product portfolio, we believe Peraso is well positioned today and with the future road map to meaningfully capitalize on our growth of the Fixed Wireless Access market. That said, we also acknowledge the headwinds we're facing in our -- today in our business, including an extended industry-wide inventory correction as well as general uncertainty related to the current macro environment -- macroeconomic environment.
Specific to our balance sheet, we are pursuing a wide variety of potential funding arrangements to address the company's short-term cash needs and the working capital necessary to support existing operations. At the same time, we're conserving cash by delaying and deferring certain expenditures.
In addition, we recently engaged an investment bank to assist with its potential strategic alternatives, which could include a potential M&A, the sale of certain assets or other similar transactions. As part of considering any such alternatives, our first priority will always remain on maximizing stockholder value while simultaneously seeking to extend our current business operations.
We believe it's prudent given the circumstances to conductt this exploration process in order to identify one or more potential alternative paths forward. That said, we expect any strategic alternatives as well as the optimal path forward will take additional time to fully materialize.
Finally, I want to emphasize that our team's near-term focus is on day-to-day operation of the business. This includes continuing to advance our active engagements to drive renewed and more predictable revenue growth as well as expanding our pipeline of prospective engagements in support of establishing a more diversified customer base.
That concludes the prepared remarks, and we would be glad to take a few questions. Operator, could you please assist with the Q&A session?
Operator
(Operator Instructions) The first question today is coming from Kevin Liu from K. Liu & Company.
Kevin D. Liu - Founder & CEO
I guess, first off, you had a number of nice customer announcements on the 60GHz set of things. So, I was hoping you can give us a little bit of an update on kind of the competitive landscape out there. Who are you beating in some of these transactions? Why do you think you're being so successful within the market? And as you look towards the next few quarters here, how much more of your pipeline would you expect to convert into production customers?
Ronald Glibbery - CEO & Director
Well, thank you very much, Kevin, for joining in today, and I appreciate the question. Well, in my humble opinion, I mean, our position on 60 gigahertz is very strong competitively. I mean we've had historically Qualcomm and a company in Sweden called Sivers, Renesas combination. I mean we -- as you know, our lead customer is kind of the leader in the field, Ubiquity. We've got several product design wins there.
We have a key feature with -- compared to Qualcomm, which is we support a wider frequency range, and that's actually kind of a showstopper in terms of -- from a competitive perspective. So that's really kind of the main reason we're winning business.
My guess is we will just continue to do so. I'm very optimistic in terms of our pipeline, in terms of closing deals and really marching towards a very, very significant market share in 60GHz.
In terms of what we are converting, I mean, we've announced 3 design wins, I guess, over the last month or 2. We just really believe we're going to continue to announce those design wins. And I just -- I hope with the clear message we're getting out there today is yes, there's been an inventory correction. But obviously, we're particularly exposed with very concentrated customer base. And our key objective here is to fix that problem.
I think we're making good progress to do that in 60 gigahertz, and we will continue -- I'm very optimistic in terms of our ability to continue to do that and fix the -- really get to this diversified customer base that will really help us to overcome these inventory corrections in the future.
Kevin D. Liu - Founder & CEO
Understood. And just on the topic of the inventory correction. How far along in the cycle do you think you guys are at this point? For instance, do you expect it to continue throughout the back half of the year? Or would some of the new wins be able to allow you to offset that and start to show more sequential growth towards the back half?
Ronald Glibbery - CEO & Director
Yes, that's a good question. I mean I -- we're not probably saying realistically that Q4 is when we're going to really start to see those come back on. Really like 2 factors there. One vector is existing customers. But the next vector is new customers. So really, we're targeting Q4. And I think in terms of just overall, when you look at the big picture, we started really -- when Mark came on board late last year, normally, it really takes a good year to get people in production. So, I'm confident we'll see new design win announcements every quarter. But really, I think Q4 is a quarter we're going to start to see really that shift start.
Kevin D. Liu - Founder & CEO
That's helpful. And then just on the memory side of the business, I wanted to clarify, the $15 million to $20 million in orders that you guys are talking about now, is that kind of a full amount you expect through the End-of-Life? Or is that just the initial indication and you could see more potentially come in?
And then the other part of the question is just with some of these expected orders in hand, can you talk about any sort of upfront deposits or cash that you may receive from these customers related to these orders?
Ronald Glibbery - CEO & Director
I'll take the first part of that and then let me leave it to Jim to answer the financial part. But that's our -- the $15 million to $20 million is kind of lifetime. And it's going to be over the course of -- we expect it to start in 2023, the bulk of it in 2024 and then some residual in 2025. But in terms of some of the specific financial arrangements, maybe, Jim, you could speak to what we're looking at there.
James W. Sullivan - CFO
Yes. No, the $15 million to $20 million is specifically EOL. We still have a backlog of production orders from the primary customers. But given the inventory correction. And we had seen this coming on the memory side, given our lead times, we kind of had -- could tell that Q3 was going to be a dip for memory. But the $15 million to $20 million comprises what we see from the EOL. Fingers crossed, it's higher, but we're obviously pretty comfortable with that number to put it out there.
There's still another, I'll just say 1.5 million plus of orders sitting on the backlog. And given this pervasive inventory correction, we've seen them push out where possible. A lot of these are through our larger customers, contract manufacturers and the algorithms to push out. So, I think that answers your question on costification.
Obviously, we announced this in May. It's a tough market out there with the inventory correction. So, the customers have definitely had some concerns over when, as they are trying to manage their own inventory, putting up orders and prepayments. So, like anything, it's taking a little bit longer to round those up as one. I think I mentioned in my script that Ron just reiterated, we are expecting orders to start moving here, as early as here in the third quarter.
But that's taking a little bit longer than planned as far as getting the orders in hand and addressing the upfront. Not surprising, it's -- we're not the only ones doing an End-of-Life, in our case forced by our supplier, it was forced by our supplier, but there's enough of these going on, and it's tough to get folks to issue orders right now.
Operator
The next question is coming from David Williams from Benchmark.
David Neil Williams - Senior Equity Analyst
Congrats on navigating a challenging macro here. I think I jumped on the call a little bit late. So, forgive me if I ask something that's already been asked. But one, I wanted to touch on maybe just from a larger kind of a T-Mobile type thinking. But your T-Mobile, they've been very enthusiastic about the growth of their fixed wireless access customer base, and I certainly understand the differentiation between those and what you're doing, just kind of where they're operating. But it feels like we should start to see some pull in over time as they transition in mmWave, just kind of given the existing spectrum constraints.
Can you maybe talk a little bit about what you're seeing from the service provider side and maybe the operators? And just are you seeing any movement there, any traction? And maybe what are you thinking here in the near term?
Ronald Glibbery - CEO & Director
Well, thanks, Dave, for that question. Well, actually, the kind of the news -- I would say the news of day in mmWave is that Jio -- Reliance Jio in India has announced rolling out. They've done -- completed all their testing and are rolling out 26 gigahertz mmWave in 22 cities in India. So, I really think that's one of the most important opportunities in the market right now. So, it's great to see. And I think India is a special case because fiber is very difficult to run there. And there's other factors that make wireless more compelling. So, we're pleased to see that there's, I think, very serious traction there in terms of 26 mmWave.
I think in America, we're seeing this like the slow steady increase of mmWave and -- but I just continue -- we continue to believe in our thesis, which is that the very expensive mid-band or even sub-6 gigahertz spectrum for the carriers such as T-Mobile. And by the way, T-Mobile has now started to deploy some mmWave for exactly that reason. I mean that they've actually increased their fixed wireless rates, by the way, over the last few weeks. And it's because -- they really are -- we believe, running out of spectrum in their mid-band and that will be the real transition to the mmWave as they need to really utilize that spectrum for their mobile customers and put their fixed wireless customers on fixed wireless.
Like in terms of timing for that one, Dave, it's a bit more difficult. We believe it's going to be more of a kind of 12- to 18-month situation, but we do believe that the thesis is valid, which is that the expensive mid-band low-band spectrum is getting used by the carrier customers. The carrier customers are much more lucrative and we're going to see that the mmWave for fixed wireless with the T-Mobiles and the Verizons and the AT&Ts. Does that answer your question?
David Neil Williams - Senior Equity Analyst
Yes. Yes. Very helpful. And if you kind of look out across your customers and your engagements now, is there a way to think about the typical design cycle? These aren't maybe to win the design win to revenue cycle you would typically expect. I mean how quickly can these transition from just a simple design into an actual revenue-producing product on the shelf?
Ronald Glibbery - CEO & Director
Yes, that's an important question. I mean, I would say right now -- so we have, of course, 2 different markets. We have the 60GHz market and the 5G fixed wireless market. So, on the 60GHz side, we control the entire system. We have the baseband. We have the antenna. We have the radio. We have modules. It really and this is actually real-time information. I mean we're really looking, I think, at a best case of 6 months realistic case of like 6 to 9 months. But 6 months would be best case.
But really, I think we're down to 9 months just because we've also -- by the way, we have a very, very strong manufacturing partner with a company called 8Devices in Europe there. And we've also got some Jaguar Wave, is a manufacturing partner in China. But having these manufacturing partners is so critical in terms of time to market. They're just very -- these guys are specialized. They know how to build mmWave products. Obviously, our modular products accelerate time to market. So, I think we've got, let's call it, 9 months from engagement to full deployment on the mmWave.
5G is frankly longer just because it's 5G, it's carrier oriented. I would say that's more of a 12- to 18-month cycle from kind of design start to production. Just because it's a more complex product, the carriers do a lot more testing. We don't control the whole process. We're working with baseband partners. So I think realistically, you're looking at 12 to 18 months on a 5G mmWave design.
David Neil Williams - Senior Equity Analyst
Okay. Great. And then if you where your enthusiasm lies in terms of just what you're seeing or maybe what's improved over the last quarter relative to your prior quarter. What would you say has you most upbeat and what is maybe not moving along as well as you would have expected?
Ronald Glibbery - CEO & Director
I would say 2 points there. Again, if you -- I don't know if you saw the slide presentation, Dave, but there was a slide that we're showing the carriers that are picking up with the WISPs, that are carrying upper 60 gig products. So, we've got -- there's at least 15, but every quarter, we're going to update that slide. And what's really driving that business is we're really driving our -- like the price points of the end equipment. So right now, it's $200. We believe that we can get it below $150.
So -- and on top of that, we provide gigabit solutions. So now all these WISPs can go to the customers and say, by the way, I can provide you, for a very, very cost-effective price, a 1 gigabit solution to these people. So, it's actually quite phenomenal. So, I'm always a big believer. I've always been a big believer in reference accounts.
I mean these WISPs really primarily communicate through chat groups and you can go to any chat group and you see very, very positive momentum and very positive support for 60 gig -- not only 60 gig, but 60 gig based on Peraso specifically. So we're kind of all in on the WISPs market. And I think you're really going to see that chart grow not just in North America, by the way, on a worldwide basis.
The other point I'd like to make, Dave, on that -- on the 60GHz side of things is we're actually starting to see like -- a lot of the business we were seeing was more outside the city, rural, suburban. But now we're seeing real traction in what we call dense urban environments. So, this is really a great situation for 60GHz because traditional Wi-Fi is a very -- as you know, a very broad signal, but it's very difficult to isolate a network. And now with our technology, we can address dense urban opportunities with our beamforming technology to really provide services within a city as opposed to outlying areas. So, we're seeing some momentum there as well. So that's been a great progress.
I think the 5G side of things is definitely taking longer but -- than we'd hoped, frankly. I think this announcement in India today was significant. I mean it's a very significant amount of customers that they're addressing. But we're just really kind of standing by on the 5G side of things to really see the meaningful momentum there. So, we've taken kind of an opportunistic approach from an R&D perspective and support perspective, we're pretty focused on 60 gig. But obviously, we're ready if 5G takes off, but -- 5G mmWave. But as Kevin asked earlier, the timing on that is still a bit unclear.
David Neil Williams - Senior Equity Analyst
Okay. Very helpful there. And then just maybe lastly for Jim. If you kind of think about -- and I'm sure you touched on this on the call and I may have missed it, but can you just talk about the balance sheet and kind of the puts and takes there? What you may be working on? And just kind of how we should think about the cash flow and balance sheet for the next few quarters?
James W. Sullivan - CFO
Yes. So, as I mentioned in the script in the prepared remarks, we have a couple of transactions that have been looming out there. Certainly, the current environment has not helped bring those to closure, but they are still alive and in play. I think right now, we're looking at the more possibly one in September, the other one in Q4. So those are kind of out there in play.
We are -- I think as I answered in response to one of Kevin's questions, and I think as Ron highlighted in his prepared remarks, we're pleased with the initial forecast orders from the customers that have come in on the memory side. And to me, I've been on a few of those calls supporting our Chief Revenue Officer, and in particular, I have relationships with one of the customers going back a while.
It's a timing thing of how we kind of manage this. Obviously, in this environment, we're a component or a product line of a much larger organization, and they're dealing with mandates, not to put more purchase commitments on the books to cut down inventory, et cetera, and we're looking for them to go the other way, if you know what I mean, from an upstream in that regard.
So, it's really kind of managing the timing on that. And I think we're working through it such that as we said we expect to start making some initial shipments in this quarter. But yes, we are alert to funding opportunities. We obviously did a financing there in early June as I cited. So, we're continuing to kind of manage that.
But on the positive side, we do have deals we're working, the EOL is highly profitable, albeit one and done over the, let's call it, longest case, call it 2 years. But we're talking even just taking the low end of the range, $15 million of revenue. As I also said in response to Kevin, we still have regular production, that's not in that number. That's a 65% to 70% gross margin. We just need to navigate some timing and start moving that product out, and then that will certainly assist our balance sheet.
David Neil Williams - Senior Equity Analyst
Okay. Are there places, brokers or distribution networks that typically hold in some of this end-of-life type of components? Is that an opportunity? Or do you think they're willing to carry a little more and maybe bridge when some of your large customers may begin to place those orders?
James W. Sullivan - CFO
We're having those -- we have -- it's a good question. And there is some opportunity there. We have had some discussions, but one of the challenges is you're following the middle -- pardon, the use of term maybe it's a middle man, it's a historic term there, and it can complicate negotiations, et cetera. And the person in the middle wants a piece of the pie, which maybe doesn't benefit either of us, but we're looking at those opportunities as a way for the customer to get it taken care of, but not have the metrics but still in play.
Also, obviously, a slower time of the year to be catching people, people on vacation, et cetera. This summer after I think is the first kind of full summer, we're seeing a lot of people with what's happening post-pandemic, et cetera. So yes, so we are exploring those opportunities as well.
David Neil Williams - Senior Equity Analyst
Okay. All right. Very good. And one more, if I may, here. Just kind of looking at on the demand trends, clearly, what these products are going into, we'll have a return to growth at some point if you start seeing carrier CapEx or telco CapEx begin to improve. Do you think that, that's an early 2024? Are you getting any indications on what those are, kind of thinking about your backlog and just where the inventory is? And then is there a sense of how much excess in channels now has to be burned through before you start seeing orders accelerate?
James W. Sullivan - CFO
Unfortunately, most parties won't share their inventory levels. So, they're not giving you the visibility you think like, hey, what's the big deal to show me what you got because, they don't do that. I'll let Ron. It sounds like he was trying to answer there.
Ronald Glibbery - CEO & Director
Well, no, I think we did mention on the call and we're thinking Q4 is we're going to start to see that into Q1, right? So, I mean, we definitely -- there is a combination of things is not just -- well, when we say inventory correction, it's not -- yes, I mean, one of the issues was that because of the long lead times, people were just ordering too much, right? So, we expect to see that start to switch over in Q4, Dave.
David Neil Williams - Senior Equity Analyst
Okay. All right. Very good. Certainly appreciate. Looking forward to seeing the progress.
Operator
There were no other questions in queue at this time. This does conclude today's conference. You may disconnect your lines at this time. Thank you for your participation.
Ronald Glibbery - CEO & Director
Thank you.