Cisco raised its FY26 AI infrastructure order target from $5 billion to $9 billion on Wednesday — an 80% guide-raise nine months into the fiscal year — and lost 260 basis points of non-GAAP gross margin doing it. Hyperscaler AI orders printed $1.9 billion in Q3 alone against $600 million in the year-ago quarter. Networking revenue grew 25% to $8.82 billion. Total revenue hit a record $15.8 billion. The stock jumped roughly 15% after-hours. And the same press release announced 4,000 layoffs with up to $1 billion in restructuring charges, $450 million of which lands in Q4.
The picks-and-shovels trade — sell the infrastructure underneath the AI boom, let the application layer worry about its own commoditisation — has been the cleanest macro thesis in software for eighteen months. Cisco’s Q3 is the first time a non-hyperscaler infrastructure vendor has printed a number large enough to test it at scale. The answer that came back is more complicated than the trade assumed.
The volume is undeniable. Year-to-date hyperscaler AI orders reached $5.3 billion against a prior full-year FY26 expectation of $5 billion — Cisco hit its annual target in nine months and now expects to ship $9 billion total, 4.5x FY25. CFO Mark Patterson told analysts FY27 AI hyperscale revenue will reach at least $6 billion versus $4 billion in FY26. Acacia coherent optics passed $1 billion of orders in a single quarter and is on track for more than 200% YoY growth. Data center switching orders grew over 40%. Campus networking orders grew over 25%. Total product orders ran 35% YoY — and 19% YoY excluding hyperscalers, meaning enterprise networking demand is broadening, not narrowing, around AI.
The margin tells a different story on the same income statement. Non-GAAP product gross margin fell 330 basis points to 64.3%, with Patterson attributing the compression to “product mix and higher memory costs.” AI infrastructure for hyperscalers is structurally lower-margin than the enterprise networking gear it is displacing in the revenue mix — high-volume, high-spec, sold to a handful of customers with negotiation leverage and second-source options. The same dynamic that made hyperscaler cloud cheaper than enterprise data centres a decade ago is now showing up inside Cisco’s COGS. Services gross margin moved the other way, up 30 basis points to 71.6%, because services are not sold by the rack and the buyer count is not three.
Inside Cisco’s own portfolio, the software story is weaker than the hardware one. Observability revenue grew 3% to $269 million. Security stayed flat at $2.0 billion. Splunk is shifting from on-prem licences to cloud subscriptions faster than Cisco modelled — Patterson said the cloud-on-prem split is “closer to two-thirds cloud” versus the 50/50 the company planned for, which compresses reported revenue growth because ratable cloud bookings land lower in-period than the perpetual licences they replace. Splunk added 500 new customer logos in the first half of FY26 and is on pace to clear 1,000 for the year, so the demand is there. The accounting mechanics drag reported growth anyway. That is the same model-rotation cost showing up at SAP, Atlassian, and ServiceNow this quarter; at Cisco, it is the software part of the portfolio doing it, not the hardware.
The 4,000 layoffs sit in this context awkwardly. Cisco is the picks-and-shovels winner in the room, in the middle of the strongest order book in the company’s history. Robbins disclosed on the call that pricing actions drove four to five percentage points of non-webscale order growth — list prices went up through the cycle and customers paid. Patterson called the restructuring explicitly “not savings-driven” — a reallocation toward silicon, optics, security, and AI. This is the third consecutive month an incumbent vendor has cut headcount on a beat-the-quarter print: Atlassian, Cloudflare, now Cisco. The pattern is independent of business model. Software, infrastructure, networking — every vendor is running the same playbook.
Two recent acquisitions complete the picture. Cisco bought Galileo (announced April 9) to add AI-agent observability to Splunk Observability Cloud and Astrix (announced May, reportedly $400 million) to handle identity and credential governance for AI agents. Both are explicitly framed as building the software layer that sits on top of the hardware: monitor what the agents are doing, control what they are allowed to do. The vendor that just printed a record networking quarter spent the same eight weeks buying software companies whose value proposition does not exist without an AI-agent population to watch and constrain.
The hypothesis here says software loses value because AI commoditises it. Cisco’s print complicates the picks-and-shovels alternative on its own terms. Yes, the infrastructure layer captures volume — $9 billion in AI orders at a single non-hyperscaler vendor, an order book that did not exist three years ago. But the margin per dollar of AI hardware revenue is meaningfully lower than the enterprise gear it is displacing, the software pieces inside Cisco’s own portfolio are the slower-growing parts, and the company is funding a billion dollars of severance to reorganise around an order book that beats on volume and taxes on margin. Hypothesis: 54% → 53%. AI infrastructure is not a margin-rescuing destination for vendors fleeing a softening software business; it is a different set of unit economics, with different counterparties, and the price compression that visibly ate into software is now visible in the hardware mix too.
What to watch from here: whether Q4 hyperscaler orders sustain the $3 billion-per-quarter pace Cisco implied in the guide, whether product gross margin stabilises in the 65.5–66.5% range Patterson defended or keeps eroding through FY27, and whether Splunk’s cloud transition stops being a revenue drag once the mix laps tougher comparisons. Separately: whether Galileo and Astrix produce material AI-software revenue inside Cisco’s stack, or whether observability stays stuck near $269 million while the networking hardware does all the work and earns lower and lower gross margins doing it.
Sources: Cisco Q3 FY26 press release (Cisco IR); Cisco Q3 FY26 earnings call transcript (Motley Fool); Cisco Q3 earnings report (CNBC); Cisco layoffs and AI push (Fox Business); Cisco $9B FY26 AI infrastructure orders (Seeking Alpha); Cisco AI infrastructure stack moves (NetworkWorld); Cisco Q3 FY26 AI networking momentum (Futurum Group); Cisco confirms 4,000 layoffs (The Tech Portal); Cisco intent to acquire Galileo (Cisco Blogs); Cisco intent to acquire Astrix Security (Cisco Blogs); Cisco acquires Astrix for $400M (Calcalist).