AVD Cost Management Tools: AVD Cost Anomaly Detection, Forecasting Models, and Azure Virtual Desktop Cost Monitoring Software Compared
Ten tools that claim to manage Azure Virtual Desktop cost, sorted by the only question that predicts whether your invoice moves: which lever can this product actually pull? An AVD bill is hours a session host spent powered on, multiplied by the VM rate. A tool that reports beautifully and cannot turn a host off, or cannot fit more users onto the hosts you already run, is a reporting purchase. We build one of those and we say so on our row.
Last updated August 2026
projected this month if unattended
Spend by team
Budget forecast
The short answer
AVD cost management tools fall into three groups defined by the lever they pull. Lever one is turning session hosts off: Azure Virtual Desktop autoscale, Start VM on Connect, and hibernation for personal pools, plus the third-party schedulers that wrap them, most notably Nerdio Manager. Lever two is fitting more users onto the hosts you already pay for, which is where ControlUp, Liquidware Stratusphere UX, Lakeside SysTrack, and Login Enterprise sit, because raising density is a measurement problem before it is a cost problem. Lever three is telling you what it cost and warning you when it changes, which covers Microsoft Cost Management, Turbo360, and Costanalyst. The native split is the trap in this category: Azure Cost Management sees dollars but never sees a session, and Azure Virtual Desktop Insights sees every session but never sees a dollar, so neither native tool can answer the question finance actually asks. Microsoft charges nothing for AVD itself when your users hold an eligible license such as Microsoft 365 E3 or E5, so almost everything on your AVD invoice is Azure compute, storage, and networking under a different name. Pick lever one first, because idle powered-on capacity is the largest and cheapest saving in nearly every estate.
Costanalyst is on this list and it belongs in the third group, not the first. We connect Azure, other clouds, and SaaS subscriptions read-only, allocate the spend, forecast it, and flag anomalies. We do not deallocate your session hosts, run an agent on them, or hold write access to your host pools. If what you need is something that turns capacity off by itself, one of the products in the first group is the right purchase and the rows below say which. Product behavior was checked against Microsoft Learn documentation and vendor primary pages on 23 August 2026. Where a row says a vendor does not publish a price, that is what the vendor site says on that date, and figures circulating in third-party comparison articles for those vendors should be treated as unverified.
How we compared
Five things that actually separate these tools
Which of the three levers the tool can actually pull
Start here and most shortlists collapse in one pass. An Azure Virtual Desktop invoice is dominated by one number: hours a session host spent in a running state, multiplied by the VM rate for its size. Everything else, the storage for profiles and images, the networking, the management plane, is real but secondary. That means there are exactly three ways to spend less. Turn hosts off when nobody is on them. Put more users on each host so you need fewer of them. Or measure the estate accurately so you can argue about the first two with evidence. Tools in the third group are genuinely useful and they are also the group that gets bought when finance asks for cost control and then wonders in month four why the invoice looks the same. Decide which lever your estate needs before you look at a feature matrix, because a product that pulls a different lever will do its job well and still not save you money.
The native split, which is the reason this category exists at all
Microsoft ships two AVD-relevant tools and neither one is complete on its own. Azure Cost Management holds the money. It allocates by subscription, resource group, and tag, and it never sees a user session, so in a pooled host pool where thirty people share one virtual machine it can tell you the host cost 400 dollars and nothing about who caused it. Azure Virtual Desktop Insights holds the usage. It reads the Connections and session data your host pool writes into Log Analytics, and it never sees a dollar. Joining them is the work, and Microsoft documents several sharp edges in the attempt: the Azure Virtual Desktop Insights Power BI app and connector do not support cost allocation, the automated deployment for AVD Insights is documented up to 1,000 session hosts, and Azure cost allocation rules do not support reservations or savings plans, which is exactly how a mature AVD estate pays for its compute. Ask any vendor which of the two data sets they read, and whether they read both.
Whether it understands that AVD is supposed to be spiky
Generic cloud anomaly detection performs badly on virtual desktops and this is the single most common complaint from teams who bolt a standard FinOps tool onto an AVD estate. Most anomaly engines learn a steady-state baseline and alert on deviation. A healthy AVD host pool is not steady state. It triples its running capacity between 7am and 9am on a Monday, collapses on Friday afternoon, and goes nearly flat over a public holiday. A detector tuned for steady services fires all week on completely normal behavior, the team mutes it, and then it stays quiet during the failure that actually costs money, which is almost never a spike. The expensive AVD anomaly is a host pool that scaled up correctly and then failed to scale back down, so cost sits at the peak rate through a weekend while every daily comparison looks calm. Ask how a tool baselines a workload with a known weekly shape, whether it compares like weekday to like weekday, and whether it can alert on capacity that stayed on rather than only on capacity that came on.
What it does about the costs autoscale cannot touch
Autoscale is the biggest lever and it has a hard boundary. It manages the power state of session hosts, and it does nothing about the four other lines on an AVD bill. User profile storage grows and is rarely reclaimed. Image build and staging capacity runs whether or not anyone logs in. The always-on minimum you keep warm for the morning login storm is deliberate spend that nobody revisits after the first month. And the licensing sits outside Azure entirely, because Microsoft grants AVD user access rights at no additional charge with an eligible per-user license such as Microsoft 365 E3 or E5, A3 or A5, F3, Business Premium, Windows Enterprise E3 or E5, or Windows VDA per user, while Windows Server hosts need an RDS Client Access License with active Software Assurance or an RDS User Subscription License. Those seats are frequently over-purchased against a shrinking desktop estate and no cloud cost tool looks at them. Check whether a candidate covers profile storage, the always-on floor, and the license count, or only the compute.
Multi-tenant support and how it is priced
Managed service providers are a large share of this market and their requirement is different in kind, not degree: cost has to be separable per customer tenant, reportable to that customer, and often marked up. A tool designed for one enterprise estate usually models a single Entra tenant and a single billing scope, and retrofitting cross-tenant reporting onto it is painful. Pricing then splits along the same line. Nerdio publishes 12 dollars per AVD user per month for its MSP product and states that monthly and annual pricing are available with minimums that apply. Its enterprise editions, now named Windows Cloud Premium and Windows Cloud Core, moved to request-only pricing, and the one published enterprise figure is 1 dollar per user per month for Physical Endpoint Management. Turbo360 charges service providers a percentage of the Azure spend under management, which aligns the vendor with reduction and also means the bill follows your growth. ControlUp, Omnissa, Citrix, Liquidware, Lakeside, and Login Enterprise publish no list price at all. Model any quote against your own named user count, not a headline rate.
At a glance
10 AVD cost management tools compared
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| Tool | Best for | Primary lever | Reads AVD session data | Pricing |
|---|---|---|---|---|
| Microsoft native (Cost Management, AVD Insights, autoscale) | Every AVD estate, before anything is purchased | Turn hosts off, and report | Yes, in Insights only | No license cost. You pay for the Log Analytics ingestion and retention that session data generates. |
| Nerdio Manager (Enterprise and MSP) | Teams that want AVD management and cost control in one product | Turn hosts off, raise density, report | Yes, natively | MSP: 12 dollars per AVD user/month, plus 50 dollars per tenant/month for Microsoft 365 management, minimums apply. Enterprise: Windows Cloud Premium and Windows Cloud Core are request-pricing; Physical Endpoint Management is 1 dollar per user/month. |
| ControlUp | Density and user experience, where the constraint is performance not price | Raise density | Yes, in depth | Not published. Free trial offered, length not stated. |
| Liquidware Stratusphere UX | Right-sizing desktops on measured need rather than on the standard build | Raise density | Yes | Not published. Subscription, licensed per user or per device. |
| Lakeside SysTrack | Large estates deciding who should be on a desktop at all | Raise density | Yes, endpoint agent | Not published. |
| Login Enterprise (Login VSI) | Proving a density or VM size change is safe before you ship it | Raise density | Synthetic, not production sessions | Not published. |
| Omnissa Horizon | Estates already standardized on Horizon, including hybrid on-premises and Azure | Turn hosts off, report | Yes, within Horizon | No list price published on the vendor site. Sold as subscription, term, or perpetual through partners. |
| Citrix DaaS | Citrix estates running Windows workloads on Azure | Turn hosts off, report | Yes, within Citrix | No list price published. Quoted per user or per concurrent user. |
| Turbo360 | Azure-wide cost governance where AVD is one workload among many | Report | No | Priced to subscriptions and scale. Service providers are charged a percentage of the Azure spend under management. |
| Costanalyst | Finance teams that need AVD cost inside the whole cloud and SaaS picture | Report | No | Published on our pricing page. Read-only connection, no agents. |
Product facts checked July 2026. Vendors change pricing and packaging often, so confirm before you buy.
Tool by tool
What each tool is genuinely best at
Microsoft native (Cost Management, AVD Insights, autoscale)
Best for: Every AVD estate, before anything is purchased
The honest first answer, and in a lot of estates it is most of the answer. Autoscale scaling plans handle the largest saving on their own. Microsoft documents two scaling methods: power management, which is generally available for standard host pools, and dynamic, which can only be used for pooled host pools with a session host configuration. During ramp-down with forced sign-out enabled, autoscale puts the least loaded host into drain mode, notifies the remaining users, signs them out after your wait time, and then deallocates the virtual machine. Crucially it only shuts a host down if all existing sessions, active and disconnected, can be consolidated onto fewer hosts without breaching the capacity threshold, so a handful of users who never log off will hold expensive capacity open all night. For personal pools you can deallocate or hibernate after a disconnect or sign-out window of anywhere from 0 to 360 minutes. One trap worth knowing before you plan around hibernation: Microsoft states FSLogix and App Attach do not currently support hibernate, and most production AVD estates run FSLogix. Two setup details break more deployments than anything else. The Desktop Virtualization Power On Off Contributor role must be assigned to the AVD service principal at subscription scope, and Microsoft is explicit that assigning it lower, at resource group, host pool, or virtual machine level, prevents autoscale from working properly. And the scaling plan configuration has to live in the same region as the host pool configuration, though the session hosts themselves can be anywhere. Run this for a month before you buy anything.
Nerdio Manager (Enterprise and MSP)
Best for: Teams that want AVD management and cost control in one product
The product most AVD teams end up comparing everything else against, because it manages the estate rather than observing it. It already holds the session data, so scheduling, autoscaling beyond what native plans do, image management, and per-user cost attribution all come from the same place, and its cost reporting can produce a per-user figure for chargeback without you building a join out of Log Analytics exports and directory lookups. If your requirement is AVD or Windows 365 and you want one thing to buy, this is the shortlist leader and there is no need to be coy about it. Two caveats. It is an AVD and Windows 365 management platform, so it does nothing for AWS, GCP, or your SaaS subscriptions, and adopting it to solve a reporting problem means adopting a whole management layer. And note the pricing change: as of August 2026 the enterprise editions are named Windows Cloud Premium and Windows Cloud Core and both require a pricing request, so any older comparison quoting a specific per-user enterprise rate is out of date. The MSP figures are still published and are the ones to model against if you run customer tenants.
ControlUp
Best for: Density and user experience, where the constraint is performance not price
The strongest answer when the reason you are overspending is that nobody dares put more users on a host. ControlUp measures logon duration, session responsiveness, protocol latency, and resource pressure per user and per host, which is the evidence you need to raise session limits or drop to a smaller VM size without an outage and an angry helpdesk queue. It also does the small operational things that quietly add up: shortening session timers, logging off idle users, and managing deallocated machines. The catalog is now organized around ControlUp ONE, which bundles desktops, apps, compliance, and VDI, with ControlUp for Desktops and ControlUp for VDI available in Essential and Advanced tiers, apps and compliance as add-ons, and a separate DaaS IQ offering aimed specifically at Azure Virtual Desktop optimization. It partners with rather than replaces Nerdio, and Nerdio Manager for Enterprise can deploy the ControlUp agent for you. No pricing is published, so budget by named user and expect a sales conversation.
Liquidware Stratusphere UX
Best for: Right-sizing desktops on measured need rather than on the standard build
A long-standing user-experience and diagnostics platform whose cost value is indirect but real: it produces the per-user resource profile that tells you the standard four vCPU build is twice what most of your population touches, and which named users genuinely need the expensive tier. That is the input to a density change, and density changes are the second largest saving available after simply turning hosts off. It is platform-agnostic across AVD, Citrix, and Omnissa, which matters if you are mid-migration and want one measurement source across both estates rather than two vendor dashboards that disagree. It will not manage your host pools or your bill, so it belongs in a stack alongside a management product, not instead of one. Licensing is subscription based, per user or per device, with no figures published.
Lakeside SysTrack
Best for: Large estates deciding who should be on a desktop at all
Digital employee experience monitoring with a heavy telemetry agent, most useful at a scale where the interesting question stops being how big each desktop should be and becomes which populations should be virtualized in the first place. Its assessment output is routinely used to build VDI sizing models and migration business cases, and the same data answers the awkward follow-up nobody asks after go-live, which is whether the population you moved actually needed to move. Treat it as an analytics and planning purchase rather than a cost control purchase. Nothing in it turns a host off. Nothing in it reads your Azure invoice. If your estate is a few hundred desktops it is more instrumentation than the problem justifies, and ControlUp or Stratusphere will get you the density answer for less effort. No pricing is published.
Login Enterprise (Login VSI)
Best for: Proving a density or VM size change is safe before you ship it
A different shape from everything else here, and worth knowing about precisely because it fills the gap the others leave. Login Enterprise runs synthetic users against a host pool to establish how many real sessions a given VM size will carry before performance degrades, and it can run the same test continuously so a Windows update or an image change that quietly halves your density gets caught. That is the missing evidence in most density projects: teams measure current experience, guess at headroom, push the session limit up, and find out in production. It saves money only through the decisions it de-risks, so it is a poor sole purchase and a strong second one when the density change is large enough that being wrong means an outage. No published pricing.
Omnissa Horizon
Best for: Estates already standardized on Horizon, including hybrid on-premises and Azure
The former VMware Horizon business, now an independent company after the VMware end-user computing division was divested and rebranded as Omnissa. It is a full virtual desktop platform rather than a cost tool, and it belongs on this list only because a Horizon estate on Azure has its own power management, capacity, and reporting layer, and you would be duplicating work by bolting an AVD-specific product alongside it. Two things to weigh honestly. If you are on Horizon, the cost work happens inside Horizon plus Azure Cost Management, and the third-party AVD tools on this list are largely aimed elsewhere. If you are choosing a platform rather than a cost tool, that is a much larger decision than this page covers, and licensing has moved more than once since the divestiture, so get current terms in writing from the vendor or your reseller rather than relying on any comparison article, including this one.
Citrix DaaS
Best for: Citrix estates running Windows workloads on Azure
Same logic as Horizon and the same caveat. Citrix DaaS brokers sessions to machines running in your Azure subscription, so the Azure bill is still yours and Citrix supplies the autoscale and capacity management on top. Its power management is mature and its analytics can show session and machine utilization, which covers levers one and two inside its own world. What it does not do is reconcile to your invoice or look at anything outside the Citrix estate, so finance still ends up in Cost Management or a third-party platform to see the whole picture. Citrix has changed its packaging and commercial model several times under Cloud Software Group, and no list price is published, so treat any figure you find in a comparison article as unverified and get a current quote.
Turbo360
Best for: Azure-wide cost governance where AVD is one workload among many
An Azure management platform with genuine cost capability: cost analysis by business unit, budgets and alerts, rightsizing recommendations, and automated schedules for starting and stopping Azure resources. For an organization where AVD sits inside a larger Azure estate, it is a reasonable single place to govern all of it rather than buying a desktop-specific tool. Be clear about the boundary though. It works at the Azure resource level, so it will happily tell you a session host is oversized or idle and it will not tell you which department the users on it belonged to, because it does not read AVD session data. That is fine for infrastructure decisions and insufficient for per-user chargeback. The service provider model, a percentage of Azure spend under management, is worth modeling carefully: it scales with the estate, so confirm what happens to the fee when your optimization work succeeds.
Costanalyst
Best for: Finance teams that need AVD cost inside the whole cloud and SaaS picture
Our row, and the boundary matters more than the pitch. We connect to Azure and your other clouds and SaaS subscriptions read-only and start from what you were actually invoiced, so the session hosts, the profile storage, the gateway, the reservations, and the Microsoft 365 or Windows 365 licenses that sit next to the estate all land in one allocated, forecastable view. That is usually what finance wanted when it asked for AVD cost management: not a per-user number, but a defensible departmental number that reconciles to the invoice and a forecast that does not fall apart at quarter end. We also flag the anomaly that matters in this workload, which is capacity that stayed on rather than capacity that came on. What we do not do: we do not deallocate session hosts, we do not run an agent, we hold no write access to your host pools, and we do not read AVD session data, so we cannot produce a true per-named-user figure. If that is your requirement, Nerdio is the better buy and this page says so.
See how Costanalyst worksHow to choose
Pick by the problem you actually have
Your AVD bill is high and you have never configured autoscale
Stop reading buyer guides and configure a scaling plan this week. Idle powered-on capacity is the largest and cheapest saving in almost every estate, it costs nothing in license, and no third-party product will beat it as a first move. Assign the Desktop Virtualization Power On Off Contributor role at subscription scope, not lower, or it will silently fail to work.
Autoscale is already on and the bill is still high
The saving left is density, so buy measurement. ControlUp or Liquidware Stratusphere UX will tell you what your users actually consume, which is the evidence you need to raise session limits or move to a smaller VM size. If the change is big enough that being wrong causes an outage, add Login Enterprise to prove it against synthetic load first.
You need a per-user dollar figure for chargeback
Nerdio Manager, because it holds the session data and the cost view in the same product and ships the join already built. Everything else on this list makes you assemble it from AVD Insights, Cost Management exports, and Microsoft Entra ID, then own that pipeline forever.
You are a managed service provider billing multiple customer tenants
Nerdio Manager for MSP is the default and it publishes a number to model against, 12 dollars per AVD user per month plus 50 dollars per tenant per month for Microsoft 365 management, with minimums. Turbo360 is the alternative if your customers Azure estates are much broader than their desktops, though its service provider fee is a percentage of spend under management, which moves in the wrong direction as you optimize.
AVD is one workload inside a much larger cloud and SaaS estate
A desktop-specific tool will solve a fraction of your problem. Use a platform that allocates and forecasts across all of it, then keep native autoscale for the host pools. That is where Costanalyst fits, and Turbo360 is the Azure-only alternative.
Your alerts fire constantly and you have started ignoring them
You have a generic anomaly detector on a workload with a known weekly shape. Either move to something that baselines weekday against like weekday and can alert on capacity that failed to scale down, or turn the daily comparison off entirely and alert on a weekly total instead. A muted alert is worse than no alert.
You run Citrix or Omnissa Horizon on Azure rather than plain AVD
Your power management and session analytics live inside that platform, so start there rather than buying an AVD-specific tool that cannot see your brokers. What you will still be missing is the reconciliation to the Azure invoice and anything outside the desktop estate, which is a reporting gap, not a control gap.
Questions buyers ask
AVD cost management tools, answered
What are the best native and third-party tools for monitoring AVD costs?
Natively, two tools split the job: Azure Cost Management holds the dollars and allocates by subscription, resource group, and tag, while Azure Virtual Desktop Insights holds the session data in Log Analytics and never sees a cost. Neither is complete alone. Among third-party products, Nerdio Manager is the strongest single answer because it manages the estate and therefore already holds both halves, ControlUp and Liquidware Stratusphere UX are the strongest for the density and user experience data that lets you shrink the estate, and Turbo360 or Costanalyst fit when AVD is one workload inside a wider Azure or multi-cloud picture.
How do I reduce Azure Virtual Desktop costs?
In this order. Configure autoscale so hosts deallocate outside working hours, which is the largest saving and costs nothing. Reduce the always-on minimum percentage once you have real login-storm data rather than the guess you made at go-live. Shorten disconnect and sign-out timers so abandoned sessions stop holding capacity open. Then raise density by measuring actual per-user consumption and either increasing session limits or dropping to a smaller VM size. Only after that does commitment buying, reservations or savings plans on the steady baseline, make sense, because committing to capacity you were about to remove is an expensive mistake.
Does Azure Virtual Desktop autoscale actually save money?
Yes, and it is normally the single biggest lever, but it has a documented ceiling that surprises teams. Autoscale only shuts down a session host if all existing user sessions, active and disconnected, can be consolidated onto fewer hosts without exceeding your capacity threshold. So a small number of users who never sign out will keep expensive capacity running all night. Enabling forced sign-out during ramp-down fixes this: autoscale puts the host in drain mode, notifies those users, signs them out after your wait time, and then deallocates the machine. The minimum percentage of hosts you set is also a floor you pay for continuously, and it is rounded up to a whole host.
Which platforms offer multi-tenant AVD cost controls?
Nerdio Manager for MSP is purpose-built for it and publishes pricing at 12 dollars per AVD user per month, with a separate 50 dollars per tenant per month for Microsoft 365 management and minimums that apply. Turbo360 supports service providers and charges them a percentage of the Azure spend under management. ControlUp supports multi-tenant deployment but publishes no pricing. Enterprise-first products, including the Microsoft native tooling, generally model a single tenant and a single billing scope, so cross-tenant reporting becomes a data engineering project rather than a configuration option.
How much does Azure Virtual Desktop cost per user?
There is no single figure, because Microsoft does not charge for AVD user access when your users already hold an eligible license. Microsoft grants Windows 10 and 11 Enterprise rights at no additional cost with Microsoft 365 E3 or E5, A3, A5 or Student Use Benefits, F3, Business Premium, Windows Enterprise E3 or E5, Windows Education A3 or A5, or Windows VDA per user. Windows Server hosts need an RDS Client Access License with active Software Assurance or an RDS User Subscription License. What you pay for separately is the Azure infrastructure: virtual machines, storage for operating system images, data disks and user profiles, and networking. So your per-user cost is your compute and storage bill divided by your users, and it moves with density and idle time far more than with anything Microsoft charges.
How do I forecast Azure Virtual Desktop costs?
Model the estate as capacity hours rather than as a monthly total, because AVD cost is driven by how many hosts are running and for how long, not by how many people are employed. Build the forecast from three inputs: the always-on floor you keep for the login storm, the shape of your ramp-up and ramp-down schedules across a typical week, and headcount by user population. Then add the parts that do not scale with sessions, which are profile storage growth, image and staging capacity, and networking. Forecasting from last month total spend is what produces the quarter-end surprise, because it hides the difference between a quiet month and a month with three onboarding waves.
What causes AVD cost anomalies and how do I detect them?
The expensive AVD anomaly is almost never a spike. It is a host pool that scaled up correctly and then failed to scale back down, so cost sits at the peak rate through a weekend or a holiday while daily comparisons look unremarkable. Other common causes are a scaling plan unassigned during a change window, a disabled drain mode, an image build left running, and a personal pool where hibernation was assumed but never worked. Detect them by comparing like weekday to like weekday rather than day over day, and by alerting on running capacity that stayed on outside the schedule, not only on cost that went up.
How do I manage AVD cost spikes from seasonal workers?
Separate the seasonal population into its own host pool with its own scaling plan and its own schedule, rather than absorbing them into the pool your permanent staff use. That makes the seasonal cost visible as a line you can forecast and defend, lets you set a much lower always-on floor and a tighter ramp-down for that pool, and means the capacity disappears entirely when the season ends instead of quietly persisting as raised baseline in a shared pool. Keep those users licenses on a separate tracking list too, because unused seats outlive the season more often than the compute does.
Can Azure Cost Management allocate AVD costs per user?
No. Azure Cost Management allocates by subscription, resource group, and tag, and in a pooled host pool the resource is a single virtual machine shared by dozens of people, so there is nothing per user to tag. Cost allocation rules can distribute shared cost proportionally or by fixed percentages, which handles the platform overhead, but the per-user split needs session data from AVD Insights joined to a directory lookup. Two documented constraints make the do-it-yourself version harder than it looks: the AVD Insights Power BI app and connector do not support cost allocation, and Azure cost allocation does not support reservations or savings plans, which is how most mature estates buy their compute.
Does Nerdio publish pricing?
Partly, and this changed recently enough that older comparisons are wrong. As of 23 August 2026 the MSP product publishes 12 dollars per AVD user per month, defined as a unique named user assigned to an AVD, plus 50 dollars per tenant per month for Microsoft 365 management, with monthly and annual terms and minimums that apply. On the enterprise side the editions are now named Windows Cloud Premium and Windows Cloud Core and both require a pricing request; the only published enterprise figure is 1 dollar per user per month for Physical Endpoint Management. Education and government organizations may qualify for additional pricing programs.
Do I need a third-party tool if I already use Azure budgets?
Almost certainly, because an Azure budget does not do what most people assume. Microsoft states plainly that when a budget threshold is exceeded, notifications are triggered, resources are not affected, and consumption is not stopped. Budgets are evaluated every 24 hours against cost data that is itself typically 8 to 24 hours old, with the email arriving within about an hour of evaluation, so the alert reaches you well after the money is spent. You can attach an action group at subscription or resource group scope to trigger automation, which is the only path to an actual control. Treat budgets as accounting, and treat autoscale as the control.
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