Oct 6, 2026 earnings call — AI factory platform drives growth
Raised fiscal 2027 net sales outlook to approximately $2.43 billion at the midpoint, about 40% growth at the midpoint.
Revenue $0.6B (est $0.5B) · EPS $1.00 (est $0.77) · Next-quarter revenue outlook $2.4B ±10%
Key quotes
"What sets our platform apart is its rare combination of OEM-like differentiated product innovations and end-to-end AI infrastructure systems integration capabilities."
"Fourth quarter net sales reached a record $341 million, representing 60% of company net sales, up 158% year-over-year and 24% sequentially."
"We expect our diluted EPS to grow faster than net sales due to our strong operating leverage."
Analyst Q&A 6
Why advanced computing forecast rose
Q (Katherine Murphy · Goldman Sachs): Analyst asked what changed in 90 days to lift advanced computing guidance and how neo cloud customers change profitability versus enterprise customers. They wanted modeling help on hardware, margins, and unit economics.
A: Management said the upgrade comes from stronger-than-expected bookings and a very strong pipeline, with AI infrastructure accelerating the advanced computing business. They said unit economics for neo cloud customers are similar to enterprise on-prem AI factory deals, and Penguin can build and operate those factories for customers for up to 3 to 5 years while using its ClusterWare to meet SLAs.
"To your first question about our initial preliminary guidance last quarter in the mid-teens over to 40% advanced computing, mainly driven by AI infrastructure." — Kash Shaikh
Why earnings rose and margin drivers
Q (Sajal Dogra · Rosenblatt): Analyst asked why the company now expects operating leverage and what changed since last quarter, and how much of the change is memory versus advanced computing margins.
A: Management said the prior outlook was directional and the current outlook is more formal because they now have a clearer line of sight on bookings and conversion. They said memory is stronger than expected, and advanced computing has services and software that help margins, though bundled hardware wins can put downward pressure while ClusterWare and services have high attach rates.
"At the high level, memory continues to be strong, stronger than we expected, given the value we provide and the focus on the data center." — Kash Shaikh
Why neo cloud wins are increasing
Q (Ananda Baruah · Loop Capital): Analyst asked what market changes are driving faster growth, why Penguin is winning more neo cloud and enterprise deals, and whether NVIDIA and Dell relationships are accelerating that momentum.
A: Management said growth is driven by earlier consultative work with customers, decade-long design experience, and the ClusterWare software which makes building and managing AI factories easier. They said the NVIDIA partnership helps credibility — Penguin was nominated as an AI Factory Specialized Partner — and their combined product-plus-services approach is a unique competitive advantage.
"We have the software, the ClusterWare that brings together all of these elements and makes it much more easier to build and manage these factories." — Kash Shaikh
Memory backlog and price versus volume
Q (Rustam Kanga · Citizens): Analyst asked how much backlog has converted to revenue and how price versus volume will shape memory growth next year, especially for data center customers.
A: Management confirmed they saw another record memory quarter while backlog remains much larger than revenue, and the backlog now extends to at least 4 quarters. They said the strength comes from data center demand and new CXL-based products for inference, which is driving strong pipeline and bookings.
"So as much as we had another record quarter for memory, our backlog, if any, is much higher than the revenue that we recognized in this quarter." — Kash Shaikh
When neo cloud projects start showing revenue
Q (Matthew Calitri · Needham & Company): Analyst asked when neo cloud projects will begin to be recognized in the model and what drove the strong deal closings this quarter.
A: Management said they are not giving project-level timing, but most of the projects they mentioned have already started — Penguin is managing or building those data centers and some procurements are in process. They said wins came from their unique product-market fit, decade-plus design experience, and the ability to deliver end-to-end build, deploy, and manage services.
"I can tell you at the high level, most of these projects that I shared have already started as in we are managing their data centers or building their data centers." — Kash Shaikh
How much backlog covers guidance and OpEx plans
Q (Brian Chin · Stifel): Analyst asked how much of fiscal 2027 advanced computing revenue is already in backlog, and whether the low OpEx increase means underinvestment in headcount or retention given the revenue growth.
A: Management said they will not disclose how much backlog covers revenue but reiterated the backlog is strong across memory and AI infrastructure. They said their operating leverage comes from a cost-efficient model — engineering largely in India, memory engineering in Taiwan, manufacturing in Malaysia, and broad use of AI for productivity — and they will continue to invest in innovation even as they scale efficiently.
"We are not sharing the details of how much of our backlog is covering the revenue." — Kash Shaikh