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The seat under siege

Seven Teardown studies cover enterprise application software — Salesforce, ServiceNow, Workday, Figma, Canva, Notion and Toast. Read together, six of them bill mostly per seat, and every one is being re-underwritten on a single unanswered question: does agentic AI expand the addressable market into 'digital labor,' or quietly subtract the human seats the whole model is priced on?

One business model, one shared threat

The cluster's common denominator is the per-seat subscription — you pay for each human who logs in. That model built Salesforce (#1 CRM), ServiceNow (~97% subscription at a 31% operating margin), and Workday (cloud HCM, 97% gross retention), and it underlies the collaboration challengers Figma, Canva and Notion. Read their weighings side by side and the same sentence recurs in every one: agentic AI could either grow the seat (smarter software, higher price) or erase it (an AI agent does the work a seat used to). No other software cluster is this uniformly exposed to a single binary — the technology that is supposed to expand them is the same one that could hollow them out.

The incumbents are repricing themselves on the bet

The three incumbents have each made the AI question explicit and reorganized around it. Salesforce is repackaging itself around Agentforce — selling AI agents as "digital labor" priced per conversation rather than per seat, a deliberate hedge against its own model. ServiceNow is betting its workflow data and governance layer make it the place agents run, not the thing they replace. Workday's own study lands the seat-compression question as genuinely contested. The tell across all three is that growth has already cooled to low-to-mid teens (Workday +13%, Salesforce ~6-7% organic) — so the multiple now rests entirely on whether the AI repricing adds a second growth engine before the seat base stops expanding.

The collaboration challengers face a sharper version

For Figma, Canva and Notion, the threat is more existential because their seat is a canvas — and AI can route around a canvas entirely. Figma's question is whether AI disintermediates the design surface itself; Canva's is whether generative tools commoditize design and let a bigger-distribution rival (Adobe, Microsoft, Google) bundle it away; Notion's is whether "the structured workspace every agent reads from" is a durable category or a transient one before Microsoft's Copilot-plus-Loop bundle absorbs it. They have the strongest growth in the cluster (Figma +41%, 139% net retention; Canva ~$4B ARR; Notion +50%) — which is exactly why the bear case is distribution and bundling, not demand.

Toast is the one that escaped the seat

Toast is the cluster's structural outlier and its useful contrast: a vertical restaurant operating system that bills mostly on payments, not seats — ~82% of revenue is pass-through payment volume at a thin ~48-58bps take rate, with software bundled on top. It just turned its first GAAP profit at 164,000 locations and a 34% adjusted-EBITDA margin on the software layer. Placed beside the seat-based six, Toast shows the alternative monetization the others are edging toward: tie revenue to the customer's activity (transactions) rather than to a headcount an AI agent can shrink. The catch is that a thin payments take rate is competible and its SMB base is cyclical — it traded one model's risk for another's.

Where they agree — and where they split

All seven agree the underlying businesses are healthy today — high gross margins, strong net retention (119-150% at several), sticky systems of record. The disagreement is entirely about the forward: whether agentic AI is a TAM expansion they monetize or a seat contraction they can't escape, and whether today's multiples already price the optimistic answer. The incumbents bet their data and governance make them where agents run; the challengers bet their network and workflow lock-in survive bundling; Toast bets payments sidestep the question. The demand for enterprise software isn't in doubt. Whether the unit it's sold by — the seat — survives the thing being sold is the whole cluster's open question.

The cluster at a glance

CompanyWhat it sellsModel & marginGrowthBiggest risk
SalesforceNYSE:CRMPer-seat CRM clouds + Agentforce AI agents~75% GM, 34.1% non-GAAP op margin+10% rev (organic ~6-7%)AI agents erode per-seat base
ServiceNowNYSE:NOWNow Platform workflows · ITSM/HR/CSM/security~97% subscription · 31% op / ~35% FCF margin$13.28B rev +21% · ~98% renewalAgentic AI erodes per-seat SaaS
WorkdayNASDAQ:WDAYCloud HCM + financial-mgmt SaaS~92% subscription · 29.6% non-GAAP op margin$9.55B rev +13% · 97% gross retentionAI agents compress per-seat model
FigmaNYSE:FIGCollaborative design platform, 8 productsSeat-based PLG SaaS · 82% GM$1.06B rev +41% · 139% NDRAI routes around the canvas
CanvaPrivateFreemium design suite + AI + enterprise seatsFreemium funnel · cash-basis profit, statutory losses~$4B ARR · ~35-43% YoY · 265M MAUAI commoditizes design / bundling rivals
Notion LabsPrivateAll-in-one workspace + AI (seat)PLG→enterprise, cash-flow positive~$600M ARR · +50% YoY · 100M usersMicrosoft Loop+Copilot M365 bundling
ToastNYSE:TOSTRestaurant OS: POS + SaaS + payments~82% pass-through payments; ~48-58 bps take rate; 34% adj. EBITDA$6.15B rev +24%; 164k locations; ARR $2.05B +26%Thin competible take rate + cyclical SMB churn

Figures as of each study’s stated date (2026-06); on mixed bases and not strictly comparable. See each teardown for sourcing and the full weighing.

The seven studies — and the question each turns on

Salesforce, Inc.NYSE:CRMDoes agentic AI (Agentforce) expand the TAM into 'digital labor', or hollow out the per-seat model that built Salesforce?Read the full weighing →ServiceNow, Inc.NYSE:NOWDoes agentic AI grow ServiceNow by monetizing workflow data and governance — or erode the per-seat model it bills on?Read the full weighing →Workday, Inc.NASDAQ:WDAYIs AI a growth engine for Workday — or the thing that compresses its seat-based model?Read the full weighing →FigmaNYSE:FIGIs AI a tailwind Figma monetizes, or a force that disintermediates the design canvas itself?Read the full weighing →CanvaPrivateIs AI a tailwind that deepens Canva's funnel, or the thing that commoditizes design and lets bigger-distribution rivals bundle it away?Read the full weighing →Notion Labs, Inc.PrivateIs Notion's "structured workspace as the substrate every agent reads from" a defensible category, or a transient one before Microsoft Copilot eats it?Read the full weighing →Toast, Inc.NYSE:TOSTDoes Toast's operating turn (first GAAP profit, widening payments spread) justify a premium multiple in a contested, cyclical small-restaurant market?Read the full weighing →

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