C3.ai (AI) Q2 2023 Earnings Call Transcript

C3.ai (AI 4.10%)
Q2 2023 Earnings Call
Dec 07, 2022, 5:00 p.m. ET

Contents:

• Prepared Remarks
• Questions and Answers
• Call Participants

Prepared Remarks:

Operator

Hello, and thank you for standing by. Welcome to the C3 AI second-quarter fiscal year earnings conference call. At this time, all participants are in a listen-only mode. After the speakers' presentation, there will be a question-and-answer session.

[Operator instructions] It is now my pleasure to introduce from investor relations, Mr. Reuben Gallegos.

Reuben Gallegos -- Investor Relations

Thank you, Andrew. And good afternoon, and welcome to C3 AI's earnings call for the second quarter of fiscal year 2023, which ended on October 31, 2022. My name is Reuben Gallegos, and I'm the vice president of investor relations. With me on the call today is Tom Siebel, chairman and chief executive officer; and Juho Parkkinen, chief financial officer.

After the market close today, we issued a press release with details regarding our second-quarter results as well as a supplemental to our results, both of which can be accessed through the Investor Relations section of our website at ir.c3.ai. This call is being webcast, and a replay will be available on our IR website following the conclusion of the call. During today's call, we will make statements related to our business that may be considered forward-looking under federal securities laws that reflect our views only as of today and should not be considered representative of our views as of any subsequent date. We disclaim any obligation to update any forward-looking statements or our outlook.

These statements are subject to a variety of risks and uncertainties that could cause actual results to differ materially from expectations. For a further discussion of the material risks and other important factors that could affect our actual results, please refer to our filings with the SEC. All figures will be discussed on a non-GAAP basis unless otherwise noted. Also, during the course of today's call, we will refer to certain non-GAAP financial measures.

A reconciliation of GAAP to non-GAAP measures is included in our press release. Finally, at times, in our prepared remarks, in response to your questions, we may discuss metrics that are incremental to our usual presentation to give greater insight into the dynamics of our business or quarterly results. Please be advised that we may or may not continue to provide this additional detail in the future. And with that, let me turn the call over to Tom.

Tom Siebel -- Chairman and Chief Executive Officer

Thank you, Reuben, and hello, everyone. Thank you for joining us. I'm here with Juho Parkkinen, our chief financial officer, and we are most pleased to share our results for the second quarter for fiscal year '23. Bottom line, it was a solid quarter in which we delivered our stated objectives and met expectations despite the rocky economic situation and the generally morose condition of the markets.

In the last earnings call, we described two strategic initiatives to spur faster growth. One was to recompose our sales team with an emphasis on technical and domain expertise. The second was to shift our pricing model from a subscription-based pricing model to a consumption-based pricing model. I'm happy to report these initiatives have been successfully completed in the second quarter.

I will explain these actions in some detail, but first, I'll comment on the financial results and some of the successes that we achieved during the quarter. Writ large, the quarter was quite solid. Subscription revenue for the quarter was $59.5 million, an increase of 26% year over year. Operating loss improved 15 points year over year to 24%.

We continue to maintain a healthy gross margin of 77%. Customer comp grew 16% year over year to 236. Current RPO of $164.5 million was down slightly and consistent with our expectations as we transition to a consumption-based pricing model. We ended the quarter with cash reserves of approximately $860 million.

The number of completed contracts in the quarter increased to 25, approximately a 100% increase year over year. Our average contract value in the second quarter was just over $800,000, down from $19 million a year earlier. This reduction in contract value was a direct result of our new pricing model. We believe the new pricing model will result in a substantially increased number of smaller transactions, providing greater forward visibility in both revenue and bookings.

Our new consumption-based pricing model was well-received by our customers, our prospects, our partners, and by our sales organization. We expect this new model to increase the number of customers with which we engage in any given quarter by an order of magnitude. As these customers continually increase their usage over time, we expect the compound effect on revenue growth to be quite significant. Our customers and prospects find a new consumption-based pricing easier to understand and easier to contract.

Our market partners find this new pricing model well-aligned with how they price their own services and one that facilitates their successfully selling C3 AI products. I'm happy to report that our transition to this new consumption-based fishing model is now complete. Simultaneously, last quarter, we completed a transition of similar magnitude with the rig composition of our global sales team. We are now growing a team of highly qualified, well-trained technologically expert sales professionals, who are engaging with prospective customers in selling pilots and expanding production usage with existing customers.

There is no question that there is pervasive economic uncertainty in the global business community that continues to provide bookings headwinds. This has been especially significant in the tech markets that are experiencing a blood bath in equity prices, with significant layoffs at companies, including Amazon, Meta, Salesforce, Google, Snap, and many others. I believe this is just the start of what will be a significant tech market correction. Layoffs of established companies will accelerate.

The many Series A, B, C, and D companies that are hemorrhaging cash will simply not survive. Just like every other tech recession that we're seeing, the human capital at the piece parts companies will be redistributed to those companies that survive. We are confident in our business outlook, especially with the nearly $600 billion addressable market opportunity that we have before us. We continue to invest in our products and in the talent required to meet our goal of building a cash-positive, profitable business that will return to a growth rate of greater than 30% year over year within the next 18 months.

Our employee base grew last quarter to over 850, a sequential increase of 83, and we continue to hire key engineers, data scientists, sales professionals, and other key roles across the organization. Turning to some of our customer successes in the quarter. Shell has continued to expand their use of our solutions in new areas and have successfully implemented C3 AI sustainability for manufacturing at two of their key offshore platforms in the Gulf of Mexico. We also have successfully concluded an ESG trial with Shell, this focus on leveraging NLP to generate targeted insights on the rapidly evolving ESG priorities of Shell's key stakeholders.

Shell has already addressed and communicated that they are realizing massive economic value annually by deploying our C3 AI applications across the enterprise, upstream, downstream, midstream renewables. We're just getting started. There's a large and growing pipeline of enterprise applications that Shell is building, testing, and deploying using the C3 AI platform, realizing the strategic value of our partnership and the fulfillment of the digital transformation of one of the largest and most iconic companies in the world. Cargill has continued to expand their use of our solutions and optimizing food production and distribution to meet the dynamic needs of the market and ensuring sustained food value chains in North America, Latin America, Europe, Africa, and Asia.

This is a critical mission that has enormous humanitarian ramifications, and we are proud to participate with Cargill in this important mission. Lastly, we are proud to say that we've continued to expand our relationship with the United States Air Force, working closely with them to improve aircraft availability and efficiency of readiness programs of the entire fleet of over 3,700 aircraft. The AI capabilities that we are putting into operation today offers the potential to improve readiness rates by up to 20% and reduce the cost of maintenance for up to $4 billion per year. Let me address our partner ecosystem.

In recent weeks, there's been something of a seismic shift in the enterprise AI software space. Traditionally, the primary competition to purchasing C3 AI enterprise applications was the license -- was for a company to -- the alternative of C3 AI was for a company to license a large number of tools from the hyperscalers, piece parts some providers like Cloudera, Pivotal, DataBridge, DataRobot, and the many of the scores of other point solution providers, and then engage in a long and expensive science experiment in an attempt to build a custom enterprise AI platform. No one to our knowledge ever succeeded with that. Now, the market is truly changing due to -- changing and demonstrating an increased desire for production, tried, tested, proven enterprise AI solutions.

All of the hyperscalers have acknowledged this within the last few months. Thomas Kurian at Google Cloud was the leader, announcing the GCP would lead in the market, OK, not with piece parts, but with turnkey production enterprise applications from C3 AI. Then last week, Adam Selipsky, CEO of AWS, announced that their customers were now demanding turnkey applications, not toolkits. This was followed the next day by Scott Guthrie, EVP of Microsoft Azure.

All announced that the customers were telling them they no longer wanted toolkits to build applications, they now want functional turnkey AI applications that accrue immediate value. With a growing family of 42 production enterprise C3 AI applications in the market that serve the needs of financial services, utilities, health, manufacturing, defense, intelligence, and other industries, C3 AI is well-positioned to capitalize on this now clearly recognized market requirement. We sell it with GCP. We sell with Azure.

We sell with AWS. We sell with Baker Hughes. We sell with Booz Allen Hamilton. And we are well-positioned to help our partners to deliver to their customers the solutions they are demanding.

C3 AI and Google Cloud are continuing to jointly invest in industry applications with the launch of two new enterprise AI applications last quarter optimized on GCP. Our sales teams are actively co-selling today to over 300 accounts around the world. Last quarter, we closed an expansion with a large transportation company, currently signed one of the top 50 retailers in the world to license our supply chain applications, and signed several new deals in the financial services and oil and gas industries. Our GCP joint selling activity is quite brisk, and as a result, GCP is our fastest-growing install base.

That being said, AWS remains C3 AI's largest installed base, constituting about 56% of our customer base. C3 AI and Microsoft continue to close deals, particularly in the energy and manufacturing sectors. Azure remains our second-largest installed base, constituting approximately 27% of our customer base. We announced a number of new product enhancements here in the course of the quarter that I'm not going to review in this call, but we continue to invest in technology leadership.

We continue to invest in R&D, and we'll continue to add to our industry-leading portfolio of enterprise AI applications and add fair debt and increase performance to these existing applications. Let me talk for a minute about human capital. C3 AI continues to be recognized as a Great Place to Work. In the second quarter, we received over 23,000 job applications.

We interviewed over 2,200 of these applicants, and we hired 90. One of the secular changes of this tech downturn is the increased availability of highly trained professionals who are willing to come into the office, roll up their sleeves and get to work. We have never been more confident with the team that we have and with their ability to execute our strategy. Turning to guidance.

Our Q3 revenue is expected to be between $63 million and $65 million, and we are reaffirming our full-year fiscal year '23 revenue guidance of $255 million to $270 million. For non-GAAP operating loss, we expect in Q3 between $25 million and $29 million. And for the full year, we expect an operating loss between $85 million and $98 million. We continue to operate at roughly an 80% non-GAAP gross profit margin.

We have a clear path to top-line growth, non-GAAP profitability, and a cash-positive operations by the end of fiscal year '24. At this time, we did not see our cash balances below -- we did not see our cash balances falling below $700 million before that inflection. Final comment on the big picture. C3 AI is addressing a $600 billion addressable AI software market.

If not the largest, we are one of the largest providers of these applications globally. Our business is exactly on track with what we have communicated to you. Our goal remains to establish and maintain a global leadership position in enterprise AI software. In the short run, we believe tech companies and tech equities will continue to face headwinds, as long as the Fed keeps its foot on the brake.

The collateral damage, I think, is going to be more significant than people think. That being said, when the Fed takes its foot off the brake, be that in 2023 or 2024, C3 AI will be bigger, stronger, cash-positive, profitable, a clear market leader, and well-positioned to benefit from the inevitable equity market surge that will ensue. Now, let me turn the call over to our CFO, Juho Parkkinen, for a summary of our financials and additional commentary. Juho?

Juho Parkkinen -- Chief Financial Officer

Thank you, Tom. Now, I will provide a recap of our financial results, add some color to the drivers of our financials for the back half of the year and conclude with some additional color related to the consumption-based revenue model we introduced on our last call. As Tom mentioned, we ended the quarter with revenue of $62.4 million, which represents 7% year-over-year growth. Subscription revenue increased by a solid 26% and was 95% of total revenues.

Gross profit increased 5% to $47.8 million, and gross margin decreased 122 basis points to 76.6%. The decline is primarily due to a higher mix of trials and pilots, which carry a higher cost required to ensure customer success during this early phase of engagement. Operating loss of $15 million improved $7.6 million year over year, and operating loss margin also improved from 39% in the prior year to 24% in Q2. Our customer count increased by 16% year over year to 236, and we closed 25 deals during the quarter.

It's noteworthy that deals under $1 million grew 167 year over year in Q2. Now, turning to RPO and bookings. We reported RPO of $417.3 million, which met our expectations as we continue to convert to consumption-based deals. Current RPO was $164.5 million, down 8% from last year.

We continue to see positive trends in bookings diversity outside of oil and gas, particularly in the federal, aero, and defense sectors, which grew sequentially and year over year. Turning to cash flow. Free cash flow for the quarter was an outflow of $77 million. Breaking this down, $23.7 million was for the build-out of our new headquarters.

As I have mentioned previously, this will be amortized over the term of the lease and will not have a meaningful impact on our path to profitability. Normalizing for this payment, our adjusted free cash flow was an outflow of $54.3 million. Turning to guidance-related assumptions. As Tom mentioned, we have completed our transition from a subscription-based pricing model to a consumption-based pricing model and are now focused on ramping revenue from consumption-based deals.

With respect to gross margin as the number of pilots ramp in the coming quarters and as the proportion of period revenue is more weighted toward pilots, we expect gross margin percentage to decline. However, consistent with the financial model we shared with you as part of the prior quarter earnings call, we expect the gross margin to increase to historical levels by the same time we expect to reach our initial non-GAAP profitability. Operating margin model and guidance includes our expectations for revenue growth and gross margin impact. Looking at our cash reserves, we have sufficient capacity to execute our plan to invest for growth in the coming quarters.

We are well capitalized, having approximately $860 million available. With the planned expenditures related to the build-out of our new headquarters and investments in our business, we expect our cash investment balance to bottom out in fiscal '24 before we see improving free cash flow and improving cash balances thereafter. As a reminder, one of our most significant cash usages has been for the build-out of our new headquarters, which, unlike many high-tech companies, we actually occupy. We are on track to achieve positive non-GAAP operating margin in the fourth quarter of the next fiscal year, driven by accelerating revenue growth and improving gross margin.

Regarding the transition to consumption-based pricing, as a reminder, we do not require existing customers to move to a consumption-based arrangement. Our customers have been satisfied and are expected to remain in their current contract terms. As such, we expect the RPO to decline as our new deals will not require a significant upfront non-cancelable arrangement, but rather a consumption-based usage arrangement. The assumptions we provided last quarter for modeling the consumption-based business remain unchanged.

In summary, we are focused on delivering profitable growth to our shareholders, and we continue to expect achieving non-GAAP profitability in the fourth quarter of fiscal '24 while growing the top line in excess of 30%. With these remarks, I would like to open the call up for questions. Operator?

Questions & Answers:

Operator

Thank you. [Operator instructions] Please stand by while we compile the Q&A roster. And our first question comes from the line of Brad Zelnick with Deutsche Bank.

Brad Zelnick -- Deutsche Bank -- Analyst

Well, thanks so much, guys. I really appreciate you taking my questions. I guess my first one is either for you, Tom, or for Juho. Just, you know, as we think about the plan that you've laid out, and it's nice to see the progress relative to what you told us last quarter, but traditional metrics obviously don't tell the full story.

So, what's the right metric for us to track the progress quarter to quarter that you're making? What are the milestones that we should be looking for? And maybe can you tell us what metrics do you measure yourselves against internally and hold the sales force accountable to and incentivize them on so we can just get a sense quarter to quarter? In addition to customers, obviously, they eventually translate to dollars, but any insight there is helpful. And then I've got a follow-up. Thanks.

Tom Siebel -- Chairman and Chief Executive Officer

Brad, it's Tom. I mean, I think the bottom line is when we go to this model, we're looking at a number of customers, OK? So how many new pilots are or closing every quarter? We'd expect in the other quarters, I mean, this should be in order of magnitude larger than we're doing now. I think we did, what, 13 or 15 last quarter in roughly half a quarter, because we announced the transition to this model about halfway through the quarter, and we did 15 in about half a quarter. So, basically, it's really number -- we're really looking at a number of customers, Brad, and then we're looking at how far we -- how rapidly they grow the use of the products.

If in fact, we get in order of magnitude more customers, and they continue to grow their use as our customers have in the past, and, you know, we've modeled this very carefully, I mean, we get out there three, four, five quarters. This revenue line should accelerate pretty dramatically.

Juho Parkkinen -- Chief Financial Officer

Right. Brad, just one thing to add to that. So, we guided in our original model for the analyst community to expect five pilots for the quarter. We actually closed 13, which was a combination of trials and pilots.

So, we're quite excited about how this started, this kicked off.

Brad Zelnick -- Deutsche Bank -- Analyst

Thank you for that. You know, that's helpful. And maybe just one follow-up. Appreciating the accelerated path to profitability and naturally, just given what's going on in the world, you guys are in a pretty interesting position for sure.

But what would need to happen to get you to positive free cash flow ahead of the fiscal '24 expectation? And maybe can you just clarify for us, is that an exit rate? Is that for the full year? How do we measure that? And what circumstances would maybe cause you to accelerate that? Not that you need to, you've got plenty of cash, but I mean, this is clearly the discipline that the world wants to see.

Tom Siebel -- Chairman and Chief Executive Officer

Brad, it's simple. We can turn this to be cash-positive and profitable honestly within 90 days. All I got to do is lay off about 40% of the workforce, OK? I don't think -- I mean, that might make some analysts happy, and it might make some shareholder happy, but it's absolutely not in the best interest of the shareholders, employees, or the customers. But I mean, it's all we have to do is basically stop our marketing expenses and lost 40% of the people and I don't know whether it's 40% or 50% or 35%.

But, I mean, hard stop, it's cash-positive and profitable like this quarter. But I don't think that would be responsible, and I don't think it's anybody's interest, but you asked the question we gave you the answer. Juho, do you have any further light on that?

Juho Parkkinen -- Chief Financial Officer

Only thing, Brad, that we -- the way that we've modeled our path to profitability, we feel confident on that, and we stick to that.

Brad Zelnick -- Deutsche Bank -- Analyst

Got it. So, just to clarify the expectation though, it's for the full year? Is it an exit rate when you say fiscal '24 --

Tom Siebel -- Chairman and Chief Executive Officer

It's an exit rate of Q4 FY '24.

Brad Zelnick -- Deutsche Bank -- Analyst

Awesome. Gentlemen, thank you so much. Truly appreciate you taking the questions.

Operator

Thank you. And our next question comes from the line of Mike Cikos with Needham and Company.

Mike Cikos -- Needham and Company -- Analyst

Hey, guys. Thanks. Thanks for getting me on here. I did want to circle up on some of the customer count dynamics just because I know that is going to be one of the metrics we're looking at while you guys are going through this transition.

I think you guys had cited 236 up from 228 last quarter, right? And I just wanted to see what has the customer behavior been like since you guys announced this transition. And what I really would be interested in hearing I know you guys are not forcing your customers to migrate down to the consumption model. But curious to hear, have you seen customers trade down to the consumption model since you announced this transition? And then the second question there is, have you seen any changes in customer behavior from a churn perspective?

Tom Siebel -- Chairman and Chief Executive Officer

Hi, Mike. It's Tom. No customer just in customer has requested to convert to the conversion base price -- the consumption-based pricing model. I understand that these customers are huge.

I mean, you get in the Shell, and you get into Koch, Baker Hughes, I mean, these are very, very large relationships now. And you can imagine their licensing terms are pretty favorable and unique to them. Have we seen any significant change in customer churn? No.

Mike Cikos -- Needham and Company -- Analyst

I appreciate the color there. And then for the follow-up, I did want to -- I guess looking back at what we had spoken about last quarter with deals getting pushed out, just given the current environment. So, specifically, you guys had called out 66 deals last quarter getting pushed. Have you closed any of those deals in the interim? And do we still see a similar order of magnitude for deals getting pushed given that you guys have made this transition? Are you helping streamline the adoption process for those customers and accelerating those sales cycles?

Juho Parkkinen -- Chief Financial Officer

Mike, this is Juho. Yeah. So, we did close some of those deals that were pushed out of last quarter. And like we expected from our revenue guidance, the macroeconomic climate, was tougher for the second -- after Q1, but it has stabilized and in particular, with our new consumption-based pricing, I think our customers and potential new customers are reacting well to that strategy.

Mike Cikos -- Needham and Company -- Analyst

Got it. It makes a ton of sense, especially when I think about that average contract value declining from, call it, $19 million to less than $1 million this quarter. So, thanks a lot, guys. I'll step back into the queue.

Operator

Thank you. And our next question comes from the line of Pinjalim Bora with JPMorgan. Pinjalim, your line is now open. Please check your mute button.

Pinjalim Bora -- JPMorgan Chase and Company -- Analyst

No, I was talking to myself. Hey, guys. Thank you for taking the question. I want to ask about the subscription revenue outperformance seems like a big outperformance in the quarter.

Was that largely because of the outperformance in the number of pilots that you're doing? Because even if you have closed some of the deals that got pushed, I wouldn't have thought that you would recognize a ton of revenue from those. So, help me understand that.

Tom Siebel -- Chairman and Chief Executive Officer

Well, I think you kind of got it. There were some previous transactions that were not based on consumption-based pricing but did close in the quarter. That did contribute to that. So, I think you called it accurately, Pinjalim.

Pinjalim Bora -- JPMorgan Chase and Company -- Analyst

OK. So, it was because of the deals that closed. OK. Tom, on a high level, maybe help us understand, what are you hearing from CIOs in terms of IT budgets for next year.

Are people -- you kind have called out, obviously, the headwinds on macro, but are you hearing people kind of resetting their budgets for next year, next calendar year? What are you hearing?

Tom Siebel -- Chairman and Chief Executive Officer

I think it's -- you know, it's a really good question, and it varies from company to company. I mean, there are a lot of companies that see this as -- and organizations in the federal government -- and by the way, I didn't comment on our federal business, but our federal business is really strong, OK? Particularly in the defense sector. And if you saw the defense budget, I think what is flying through today is the increased -- I think almost over -- I'm sorry, $200 billion over last year if I'm not mistaken. So, that's a big business.

I think there's kind of two categories. There's companies that are like bearing down and using these technologies to figure out how to save money. That would include Shell. That would include the Air Force, OK? And then there's companies that -- whose names I will not mention, that are just absolutely going to the mat and slashing expenses on everything.

They're going train the bunkers and they're going into recession mode, and we will see some customer churn from that, OK? Hard stop. OK. And they're just cutting to the bone. And so, these two classes of companies out there, those who are investing in savings and those who are just kind of going into a knee-jerk, perfectly rational response to an impending significant recession and then just slashing all costs.

And so we see both. And I don't know how long this lasts. You guys are the pros of this, whether it's 12 or 24 months. But when it's over, we're going to still be here if you don't plug it away at it.

And -- but it's -- you cannot deny it. I mean, it is rocky out there.

Pinjalim Bora -- JPMorgan Chase and Company -- Analyst

Yep. Understood. Thank you so much for the insights.

Operator

Thank you. And our next question comes from the line of Patrick Walravens with JMP Securities.

Patrick Walravens -- JMP Securities -- Analyst

Great. Thank you. I want to do a couple of sort of financial ones to start with if that's OK. So, gross margin, if I'm looking at it right, non-GAAP was 77%, down from 81% last quarter.

Is there anything worth noting there?

Juho Parkkinen -- Chief Financial Officer

Pat, it's Juho. The only thing to call out there is the trials and tickets, as Tom mentioned in the opening remarks, there is more higher cost than those than the ongoing subscriptions. So, as we see increase of pilots and trials even in the coming quarters, we are expecting some pressure on gross margin before it climbs back up to historical levels.

Patrick Walravens -- JMP Securities -- Analyst

OK. So, as I look forward, should I be around this 77 level?

Juho Parkkinen -- Chief Financial Officer

I think you should expect a little bit more of a pressure as we increase the pilot as a proportion of total deals. And by the time we are back at Q4 FY '24, we should be back at these rates and higher.

Patrick Walravens -- JMP Securities -- Analyst

OK. And then the subscription fee, but services missed at least my number by a lot and went down sequentially by a lot. What's to note there?

Juho Parkkinen -- Chief Financial Officer

Only thing to say, it's -- the services is a direct result of our transition to these pilots in our new consumption-based pricing model. There are minimal upfront big professional services deals associated with these. So, as we -- as the pilots convert to ongoing license arrangements, we do expect the services component to increase as well. And in the second half of this fiscal year, we actually are expecting services to return back to the 10% to 20% of our total revenues.

Patrick Walravens -- JMP Securities -- Analyst

So, for Q3, it would be 10% to 20% of total revenue.

Juho Parkkinen -- Chief Financial Officer

I'm saying the full back half of the year. So, it could be somewhere in the range for Q3 and higher or lower in Q4.

Patrick Walravens -- JMP Securities -- Analyst

OK. And then if you look at the subscription revenue of $59 million and change, the footnote says 32% of that is from related parties. Do you mind just explaining that for people? Because I do get that question quite a bit.

Juho Parkkinen -- Chief Financial Officer

It's just the related party is relating to Baker Hughes. So, Baker Hughes is our, of course, still a significant shareholder of C3 AI, and any revenues that we interact with Baker Hughes is direct purchases. We call them out in the financials.

Patrick Walravens -- JMP Securities -- Analyst

Yeah. And so, Tom, the bear case would be that in some way is a lower-quality revenue, what would your response be to that?

Tom Siebel -- Chairman and Chief Executive Officer

Oh, boy.

Patrick Walravens -- JMP Securities -- Analyst

I'm not sure you have one, but --

Tom Siebel -- Chairman and Chief Executive Officer

I don't -- I don't know. I don't know what to say. I don't know how to respond, Pat. We're going to be doing a lot more deals, a lot more customers.

We're going to convert a lot more of them into production, and they're going to grow just like Shell, Baker Hughes, Koch, and everybody else has grown. And, you know, there's -- so right now, things are looking pretty promising. I think we're right on track.

Patrick Walravens -- JMP Securities -- Analyst

OK. Great. Last one, and this one is probably for you, Tom. So, you signed -- it's been a year since you signed that $500 million production, other transaction agreement with the Department of Defense.

How would you say it's going so far versus your original expectations?

Tom Siebel -- Chairman and Chief Executive Officer

DOD is really big. So, I think that year over year, DOD grew by what percent?

Juho Parkkinen -- Chief Financial Officer

100%.

Tom Siebel -- Chairman and Chief Executive Officer

Roughly 100%. 100% in terms of bookings. DOD is a real bright point, Pat, and you're talking specifically on MDA, the MDA agreement applies to all of DOD, by the way, OK? And then we have $100 million agreement with RSO, and you will announce not in this release, but tomorrow morning as the announcement about a big partnership that we're doing with Booz Allen Hamilton, OK, in all of the federal, particularly DOD. But that business is looking strong.

Patrick Walravens -- JMP Securities -- Analyst

All right, great. Thank you very much.

Tom Siebel -- Chairman and Chief Executive Officer

Thank you.

Operator

Thank you. And our next question, Sanjit Singh with Morgan Stanley.

Theo Thun -- Morgan Stanley -- Analyst

Excellent. Thank you. This is Theo Thun on for Sanjit. I really just want to touch on sort of the consumption growth that you're seeing, especially with the Ex Machina product.

Just if you can sort of provide any color on, one, how you see consumption trending with those customers? And then how you expect that going forward? And maybe sort of related to this environment, how are customers using it maybe differently than they have before?

Tom Siebel -- Chairman and Chief Executive Officer

OK. Great. This is Tom. And I would say, of the various products that we have in the marketplace today, OK, of which we have, I think, 42 production products, Ex Machina being one of them, OK? We are underperforming on the execution of Ex Machina sales.

It is a dramatically superior product to other products that are out there in the marketplace. That big set, it's kind of order of $1,000 thing, OK, in terms of the unit, OK? And we really haven't put the sales motion together to do that at scale. Now we've taken the objectives to get after it, but I cannot look you in the eye and say, that we're hitting that ball over the left field fast, because we're not, OK? And it's a great product. Our customers love it.

We have somebody -- we have three customers that have much greater consumption whether --

Juho Parkkinen -- Chief Financial Officer

Baker Hughes and Con Edison almost 300% increase.

Tom Siebel -- Chairman and Chief Executive Officer

300% increase there. But can I look you in and tell you that we're killing, that we're realizing the potential of that product, that product could be an entire separate company, OK? Our CRM product could be an entire separate company, our ESG product could be an entire separate company, stand-alone company. And in all three of those, I think we really need to get focused and get going, and we haven't done that yet.

Theo Thun -- Morgan Stanley -- Analyst

OK. That's helpful. I mean, your commentary sounds worse than the 270% consumption increase that you're seeing there. Any color sort of on what's enabling that increase in consumption? And then two, how are you -- in your other products, like trying to enable similar consumption rates, is there anything sort of to highlight that you're doing differently there to get to those kind of trends that you're seeing in this product, although you're not highlighting it specifically?

Tom Siebel -- Chairman and Chief Executive Officer

Do you want to focus on Ex Machina -- or is it about Ex Machina or is this about overall products?

Theo Thun -- Morgan Stanley -- Analyst

This is more broadly.

Tom Siebel -- Chairman and Chief Executive Officer

More broadly. Go ahead, Juho.

Juho Parkkinen -- Chief Financial Officer

No, I think, let me just kind of add on to that. So, for Ex Machina, just what Tom said, we're still very early stages on that. So, yes, we see those key customers that started early with us massive increase in consumption. Yes, we're excited about that.

But that entire product is completely in its infancy, and we have high expectations on it. The other point on other consumption. So, remember, again, we start these targets, the consumption deals start with a six-month pilot, and then it moves into consumption. We started this quarter.

So, we're not really seeing any consumption until the initial six-month phases are complete. That question, and as we start talking about consumption under all the other deals that we do, we'll start reporting and discussing that more detail probably in Q1 next year.

Theo Thun -- Morgan Stanley -- Analyst

OK. Got it. Thank you.

Tom Siebel -- Chairman and Chief Executive Officer

Thank you.

Operator

Thank you. And our next question comes from the line of Kingsley Crane with Canaccord Genuity.

Kingsley Crane -- Canaccord Genuity -- Analyst

Hi. Thanks for fitting me in. So, for Tom, it looks like there's strong traction. In Department of Defense, new and expanded deals with numerous agencies.

Imagine the AI Defense Forum with a helpful touchpoint to close these. So, how would you characterize momentum in this sector? And then are these companies embracing the new consumption model? Or are they preferring to commit more upfront in the legacy model? [Technical difficulty]

Operator

I'm showing our next question comes from the line of Kingsley Crane. Please go ahead. Kingsly high.

Kingsley Crane -- Canaccord Genuity -- Analyst

Yeah. This is Kingsley. Hi. Yeah.

Could you hear me?

Tom Siebel -- Chairman and Chief Executive Officer

No. One more time, please.

Kingsley Crane -- Canaccord Genuity -- Analyst

OK. Right. So, for Tom, looks like there was really strong traction in Department of Defense, expanded deals with numerous agencies. How would you characterize momentum in this sector compared to a few years ago? And then are these companies looking at the consumption model? Or are they primarily sticking to the current model?

Tom Siebel -- Chairman and Chief Executive Officer

Great question. You know, it takes some time to really get traction in DOD, OK? And we've been working on that since 2014, OK, at the level of the Secretary of the Army and the Secretary of the Air Force and the joint chiefs and the -- and I mean, we've really been working it hard. I think we have 12 projects, all delivered on time, on budget to spec. And really, what we're finding is the consumption model there is really, really well received.

They like it, OK? And they're kind of used to seeing these multibillion-dollar juggernaut projects from the Lockheed Martins of the world or other providers, and we're coming in where, hey, we bring the project live for $0.5 million, and after that, $0.55 per CPU hour. It's like, where do I sign? So, there it's been very well received in that market.

Kingsley Crane -- Canaccord Genuity -- Analyst

OK. Thank you. That's really great to hear. And then for Juho, I just want to touch again on the services revenue, understandable that it would be lower given some of the trial activity.

So, since we expect trials to continue in the new consumption model. Just trying to get a better handle on how quickly services should ramp back up to that 10% to 20%.

Juho Parkkinen -- Chief Financial Officer

Well, again, there's a component of the ongoing gradations with our existing customers and potential services engagements with them. And then our expectation of services engagements as these pilot deals convert to consumption deals. So, what I was alluding to earlier to Pat's question, we are expecting services activity in the second half of this year. And then separately, in the long-term models, you should expect that as the pilots convert to consumption, there are services deals associated with those as well.

Kingsley Crane -- Canaccord Genuity -- Analyst

OK. Thanks. Very helpful.

Operator

Thank you. And our next question comes from the line of Arsenije Matovic with Wolfe Research.

Arsenije Matovic -- Wolfe Research -- Analyst

Hi. This is Arsenije on for Gal. And I think on the call, you said there were 13 consumption pilot wins in the quarter, and maybe that was maybe better than you initially expected. Is that a run rate you're comfortable with going into the end of the fiscal year? The back half? And any particular call-outs for sectors where the consumption model is maybe getting better traction than you initially expected? Thank you.

Juho Parkkinen -- Chief Financial Officer

So sorry, the second half of your question, it was a bit unclear, but let me address the first one. Yes, while we're excited on the beginning of this, so we did 13 pilot plant trials. So, there's still a combination of some of the trials in there, but we do expect them to convert to a consumption-based arrangement at the end of the trial period. I do not -- we would not want to increase any of our assumptions in the model we shared with you last quarter.

So, even though we said five this quarter and we came in at 13, I want to keep the model as it was that we provided last quarter.

Arsenije Matovic -- Wolfe Research -- Analyst

Great. And then just a brief follow-up. In terms of stock-based compensation, I think it's the second consecutive quarter where stock-based compensation as a percentage of sales is above 85%. I think in Q1, we talked about maybe that was a lot to do with share refreshers.

And I wanted to see what dynamic was that happened in Q2. And what level of stock-based compensation should investors become comfortable with moving forward? Thank you.

Juho Parkkinen -- Chief Financial Officer

Yeah. I think broadly speaking, you see this across the industry. But stock-based compensation under GAAP is stuck with the grad date fair value of the underlying equity instrument. And as you obviously know, the history of the entire tech sector on C3 AI in the last year and a half, we are carrying significant stock-based compensation cost for awards that were granted when the share price was much higher than it is today.

So, unfortunately, there's nothing we can do about that unless the underlying employee decides to seek for other opportunities. So, for now, until the end of these vesting terms for these awards, we are going to be carrying these pretty high stock-based compensation costs.

Tom Siebel -- Chairman and Chief Executive Officer

Never realized by the person who was granted the stock option. [Inaudible] Not never, but no time soon.

Arsenije Matovic -- Wolfe Research -- Analyst

Yeah. Thank you.

Tom Siebel -- Chairman and Chief Executive Officer

Thank you.

Operator

Thank you. One moment, please, for our next question. And our next question comes from the line of Adam Bergere, Bank of America.

Adam Bergere -- Bank of America Merrill Lynch -- Analyst

Great. This is Adam on for Brad. Thanks for taking my question. Juho, for you, can you talk a bit about the shape of the revenue curve for next year? I guess, naturally, we expect it to kind of increase sequentially every quarter given the sequential given the new consumption model.

But is there a chance there's still some lumpiness in that, as you know, certain larger customers may renew on kind of like the non-consumption license?

Tom Siebel -- Chairman and Chief Executive Officer

Yes. I think the short answer to that is yes. And what we guided last quarter, we beat it for this quarter. Our guidance for next quarter, you see sequential increase and it does have the Q4 as an increase to that with respect to the implied guidance.

The revenue curve is flattening as a result of the consumption-based pricing business model. But as we enter into it, in the short term, and as we enter into FY '24 and especially the second half of FY '24, you should start seeing the graph to get steeper and steeper in line with the presentation we shared last quarter.

Adam Bergere -- Bank of America Merrill Lynch -- Analyst

That's helpful. And then, again, just like the gross margin, could you kind of call out when that might trough out and what kind of like the level of that might be? I think it was at like 77% for this quarter. So, is it fair to assume that that's kind of like a trough level for that? Thanks.

Juho Parkkinen -- Chief Financial Officer

Well, thank you for the question. I think the more important thing is that we assume there would be a pressure in the gross margin when we provided the operating margin and operating profit guide and our path to profitability. So, we are expecting pressure on it, but it doesn't change our path to profitability in one bit. So, I cannot tell you exactly where I think it will dip down to, but I think in your models as you prepare the business back in FY '20 -- sorry, back when we hit FY '24, Q4, we should be back at 77-plus gross margin.

So, it may go down in the interim and then it comes back up as we enter profitability.

Adam Bergere -- Bank of America Merrill Lynch -- Analyst

OK. That's it. Thank you.

Tom Siebel -- Chairman and Chief Executive Officer

Thank you.

Operator

Thank you. And our next question comes from the line of Arvind Ramnani with Piper Sandler.

Arvind Ramnani -- Piper Sandler -- Analyst

Hi. Thanks for taking my question. I had a question on some of your kind of partnerships or alliances to help drive sales. Are you able to kind of dimension how much of your new sales or bookings come from in-house sales teams versus your partners? I'm sure it's probably pretty difficult to kind of bifurcate the two.

But if you're able to do that, that would be great. And on the same topic of partnerships, are the margins higher or lower on sales that are brought in by some of your partners?

Tom Siebel -- Chairman and Chief Executive Officer

Arvind, it's Tom. Virtually all of our sales today, we're selling with a partner, not through a partner, OK? And so that would be 100%, where we're selling with them. Now they may introduce us to the account. They may bring the executive team over here as Google has, as Baker Hughes has, as Microsoft has in the past like many, many times.

But we're actively engaged, OK, in the sales process. Now, we are just now putting our products on the marketplaces of the various hyperscalers. And so, that dynamic might change going forward. But there's no margin difference because there is virtually no case where they're selling independently of us.

Arvind Ramnani -- Piper Sandler -- Analyst

Thank you.

Operator

Thank you. Our next question and our last question comes from the line of Michael Turits with Keybanc.

Michael Vidovic -- KeyBanc Capital Markets -- Analyst

This is Michael Vidovic on for Michael Turits. And thanks for taking my question. Could you just talk about linearity in the quarter and then trends you're seeing to start out November for fiscal 3Q?

Juho Parkkinen -- Chief Financial Officer

So, are you talking about that deal velocity in the quarter? Or what are you asking about?

Michael Vidovic -- KeyBanc Capital Markets -- Analyst

Yes. And just was it month to month, how do deals trend? Was it a constant uptick to reach throughout the quarter? Or was it stronger back into the quarter or the beginning of the quarter?

Juho Parkkinen -- Chief Financial Officer

We see activity all throughout the quarter, but it's not unusual in this business where as you approach currently, you have slightly more activity.

Michael Vidovic -- KeyBanc Capital Markets -- Analyst

OK. And then just a quick follow-up on the vertical standpoint, particularly energy, have you seen like an uptick in deals in that area? And I guess, which areas besides federal are you seeing particular strength at this time? Thanks.

Juho Parkkinen -- Chief Financial Officer

So, if your question is relating to the diversification of industries, we see continued diversification, which we're very excited about. Yes, there's deals in energy, but defense, as we discussed, is really exciting for us as many other industries as well. And we continue to expect more diversification with the consumption-based pricing and scores of new customers.

Tom Siebel -- Chairman and Chief Executive Officer

OK. I guess that was our last question. And gentlemen, thank you for your thoughtful questions. And we appreciate the courtesy of you participating in our call.

And we thank you all very much for your time.

Operator

[Operator signoff]

Duration: 0 minutes

Call participants:

Reuben Gallegos -- Investor Relations

Tom Siebel -- Chairman and Chief Executive Officer

Juho Parkkinen -- Chief Financial Officer

Brad Zelnick -- Deutsche Bank -- Analyst

Mike Cikos -- Needham and Company -- Analyst

Pinjalim Bora -- JPMorgan Chase and Company -- Analyst

Patrick Walravens -- JMP Securities -- Analyst

Theo Thun -- Morgan Stanley -- Analyst

Kingsley Crane -- Canaccord Genuity -- Analyst

Arsenije Matovic -- Wolfe Research -- Analyst

Adam Bergere -- Bank of America Merrill Lynch -- Analyst

Arvind Ramnani -- Piper Sandler -- Analyst

Michael Vidovic -- KeyBanc Capital Markets -- Analyst

More AI analysis

All earnings call transcripts