Cabinet Vision Review 2026: Pricing, Pros, Cons, Alternatives

Start here if Cabinet Vision is on your shortlist

Cabinet Vision earns its money with A 5 to 40 person residential cabinet or commercial casework shop that already owns a CNC router and builds mostly repeatable, standard-carcass work If that's you, it does the job. The sections below are the parts worth checking before you sign. But the fit is narrower than the marketing suggests, and the price isn't the whole cost.

The vendor publishes no price. But every number below was verified on 7 August 2026 and comes from a named third party that says which.

The shops Cabinet Vision fits, and the ones it doesn't

It fits A 5 to 40 person residential cabinet or commercial casework shop that already owns a CNC router and builds mostly repeatable, standard-carcass work That's the half most reviews print. Here's the other half, which is the one worth your time.

Don't buy it if you're A one to four person shop cutting on a table saw with no CNC router. Almost everything that justifies Cabinet Vision's price lives downstream of a machine you don't own. xMachining exists to drive CNC routers, NC saws, drill and dowel machines and edgebanders, so without one you're paying a quoted, non-refundable, multi-module price for layout and cut lists. And Mozaik publishes $125 a month for exactly that non-CNC case, on a page you can read without talking to anybody. Look at Mozaik Manufacturing instead.

Don't buy it if you're A full-custom or architectural millwork shop where every job is a one-off. The strongest reviewer on the record spells out the failure mode: the software is superb on standard designs and turns into a scripting project the moment your work isn't. That reviewer calls implementing customisations beyond a simple level 'a truly excruciating experience, even for people who have been using CV and programming other CAD/CAM systems for decades', and the bespoke cabinet company that tried it in 2024 never got a working setup. So buying it commits you to a non-cancelable contract on a bet you're likely to lose. Look at Microvellum instead.

Don't buy it if you're A shop that earns part of its revenue drafting, engineering or estimating jobs for other cabinet shops or contractors. The Cabinet Vision-specific clause at the end of Hexagon's Production Software EULA restricts the software to your own operations and rules out estimating or performing the work of third parties. Hexagon also reserves fifteen-day-notice on-site audit rights and charges you for the audit if it finds non-conformity. That business model is prohibited by the licence you would be signing. Look at SketchList 3D instead.

Don't buy it if you're A buyer who needs to know the total cost of ownership before a sales conversation. Hexagon publishes no price for any core component, any multiplier, any xMachining addition, the S2M Center, the SMA or training. The subscription page answers the price question with a lead form. So every figure in your business case will come from a reseller quote you can't benchmark against a public list, and the contract you sign to test the assumption is non-refundable. Look at 2020 Design Flex instead.

Pricing: what Cabinet Vision publishes and what it doesn't

Cabinet Vision prices on request. And a quote-only vendor is telling you something before the call even starts, which is that the number moves depending on who's asking.

The vendor's own wording is this, and nothing more: "Hexagon publishes no price for Cabinet Vision on any page of the product site. The page that exists to talk about how you pay for it, titled Subscription Options, answers the question with a lead form and a country dropdown instead of a number, and it frames the choice as purchase versus subscription without pricing either one." So treat every third-party page printing tier names and figures for Cabinet Vision with careful suspicion. Those numbers are not on the vendor's site today, and a roundup that reprints them is telling you what Cabinet Vision used to charge somebody else.

And we are not going to print a per-month number we cannot open a page and read. We checked https://sourceforge.net/software/product/Cabinet-Vision/ (product profile shows no starting price field at all), https://slashdot.org/software/p/Cabinet-Vision/ (same Slashdot Media listing, no price), https://alternativeto.net/software/cabinet-vision/about/ (records only the licence model, 'Proprietary' and 'Pay once', with no figure), https://www.capterra.com/search/?query=Cabinet+Vision (no Cabinet Vision product page returned; Capterra search results are JavaScript-rendered and no /p/ URL was found), https://www.softwareadvice.com/cad/cabinet-vision-profile/ (403 to every request, and no Cabinet Vision profile surfaced through search), https://www.getapp.com/all-software/a/cabinet-vision/reviews/ (403 to every request, no profile found), https://itqlick.com/cabinet-vision (redirects to a site search with no Cabinet Vision pricing record), https://planitcanada.ca/solutions/cabinet-vision/ (Cabinet Vision's Canadian reseller, now owned by Hexagon; the page is behind a bot-verification wall), https://hexagon.com/products/product-groups/computer-aided-manufacturing-cad-cam-software/cabinet-vision (Cloudflare bot challenge on every request, including from a real browser). Cabinet Vision isn't listed on Capterra, Software Advice or GetApp, which is where a mid-market contractor tool would normally leak a starting price, and the two directories that do carry it (SourceForge and its Slashdot sibling, one listing shown on two domains) publish no price field. Reviewers describe the cost only in adjectives, not numbers: 'super expensive', 'costs a fortune', 'pricing is reasonable for what you get'. And the one number a Cabinet Vision quote is anchored to isn't published either, because the product is assembled from a core component plus however many multipliers the reseller puts on the quote. So recording any single figure here would be inventing one. So the absence is the finding: go into the demo knowing that nobody outside the vendor can tell you what you will be quoted, and that any page claiming otherwise is quoting a structure that has moved.

Cabinet Vision is licensed by machine or by server, not by named user, and the licence type decides what a second person costs you. A Standalone Licence (which the EULA also calls a Node-locked Licence) is 'limited to a single copy of the Licensed Materials on one designated Licensee Computer', the user 'must be physically present and not accessing or using the Licensee Computer or Licensed Materials from a remote location or another computer', and it 'may only be used by one Authorized User at a time'. A Network Licence is controlled by one License Server at one designated facility, and a Local Area Network variant restricts installation to that Designated Site, with a carve-out that lets employees customarily associated with that site work from their residence and no other offsite location. On top of the seat count you are also buying a feature bundle: the core component carries layout, cut listing, basic rendering and primary estimating, and everything else (x2D CAD, xBidding, xCountertops, xCRM, xMachining, xOptimizer, xRendering, xReporting, xShaping, x2AC) is a separately licensed multiplier.

The Cabinet Vision line items nobody mentions on the demo

Payment processing. Cabinet Vision does not process your customers' payments. It does affect how you pay Hexagon: the North American terms of sale reserve a card surcharge, 'Credit card payments, if and when accepted by Hexagon, may be subject to a surcharge.', and they charge interest on late invoices at 'one and one-half percent (1.5%) per month (or the maximum amount permitted by applicable law, if less)' plus collection and attorney fees.

Implementation and onboarding. Implementation is a separate purchase and the maintenance contract does not cover it. The North American terms state that 'Technical support does not include training, consulting, on-site services, or other Professional Services', and the Support and Maintenance Agreement page flags site visits as chargeable: 'Where required, we can send a Support Engineer to your site, ensuring a speedy resolution to your issue (Additional costs may be incurred).' No rate card is published for either.

Minimum term. The EULA defines the terms rather than the commercial minimum. A 'Paid-up License' is defined as 'a license with a license term of thirty (30) years', a Subscription is 'a type of short-term license with a specified fixed term (such as a one-year or other short-term Subscription term)', and Maintenance is described as an 'annual Maintenance contract for Perpetual Licenses, or Maintenance as part of Subscriptions'. The vendor's own subscription page claims flexibility, 'Free from being locked into a long-term contract' and 'Variable renewal periods', but publishes no minimum anywhere.

Getting out. There is no customer-side exit. Section 6 of the North American terms of sale reads in full: 'CANCELLATION. The Contract and Customer's payment obligations are non-cancelable, Products are non-returnable, and amounts paid by Customer are non-refundable, except as specifically provided for in these Terms.' Hexagon's own termination rights are broad by comparison: fourteen days' notice on an uncured material breach, immediate termination for any late payment (including a payment owed to a reseller rather than to Hexagon), and immediate termination on insolvency. The only refund window anywhere in the stack is the EULA's decline clause, which lets you return the software within thirty days of acquiring it if you refuse the licence terms before installing.

Auto-renewal. Neither the North American terms of sale nor the Production Software EULA contains the words renew, renewal or automatic. Both defer to a separate document, the 'Maintenance program terms', which the EULA points at https://customers.ps.hexagonmi.com/terms/ ; that address now redirects to hexagon.com, which refuses every request behind a bot challenge. Before signing, ask the reseller for the current Maintenance program terms in writing and get three things on paper: whether the SMA renews automatically, what notice period cancels it, and what the uplift cap is at renewal.

Modules sold separately. , , , , , , . The Cabinet Vision figure worth writing down is the one with your day-one modules already in it, not the headline tier.

Third-party services you will also pay for. , . These are not on Cabinet Vision's invoice, and they are still part of what this decision costs you every month.

The Cabinet Vision costs that land afterwards

The subscription is the part everyone quotes. These are the lines that land afterwards, and the ones we could not find are named as unpublished rather than left blank.

Sold separately. , , , , , , . Price the configuration you'll really run, because an add-on you need on day one is part of the price.

Third-party services you'll also pay for. , . None of these are on Cabinet Vision's invoice, and all of them are part of what this decision costs every month.

The five workflows you pay for

Feature totals are noise. So a shop in this category lives or dies on five things, and those are the five to grade, and each one below carries the evidence it's graded on.

The whole product is built to end in G-code, and on standard work it genuinely does xMachining analyses part geometry, picks tools, sets speeds and feeds, generates toolpaths and routes each part to the right machine when a shop runs several. The reviewer with the most detailed account of the system says a fifteen-cabinet standard job can go from draft to CNC files, stop-saw files, reports and drawings 'in literally 10 minutes'. That throughput is the reason shops tolerate the rest. An engineer at a 26-99 employee shop, user, administrator and deployment, 2+ Years on the platform, describes it it plainly: "Cabinet Vision is incredibly productive if what you're building is basically one of a few standard designs where you're mostly just changing the dimensions and specifying standard features that come as a built-in part of CV. If you had a particular 15-cabinet job that was based entirely on a standard design, and your crew didn't need every little detail drawn out in meticulous blueprints in order to get it built, then you could draft that job, generate CNC and stop-saw files, print out your reports and drawings, and release it to the plant in literally 10 minutes. It is also fairly customizable, although that turns out to be a double-edged sword, as you'll read below."

You assemble the product from a core component plus multipliers, which is why nobody can quote you a number Cabinet Vision starts with one of three core components (Core Cabinets, Core Closets or Cabinet Vision Design), each carrying layout, cut listing, basic rendering and primary estimating. But everything past that is a separately licensed multiplier, and several multipliers have their own separately licensed additions. The vendor presents this as scalability. So in practice it means two shops with the same headcount can be running quotes that differ by a large multiple.

Bidding is a paid module, not a core capability, and it stops at the bid Primary estimating ships with the core component, but the tool that produces a real bid is xBidding, a separate multiplier that costs material, labour and other costs of the finished engineered product. And nothing in the module list carries that number onward into a ledger. So the path to accounting runs through a third-party ERP or through re-keying.

Laser measurement is built in, but the hardware is sold into two countries only Cabinet Vision integrates with Leica DISTO devices for point-and-click room measurement, which removes a real source of error on retrofit kitchens. But the hardware side is geographically restricted, and a Canadian or Australian shop has to source the device another way.

Hexagon reserves on-site audit rights with fifteen days' notice, and you pay for the audit if it finds anything The EULA requires you to keep records of every copy and every machine it's installed on, lets Hexagon audit on fifteen days' written notice through on-site audits, electronic audits or self-certification, and makes you pay both the shortfall and the cost of the audit if use is non-conforming. And the software also phones home: the licence permits collection of user, device and network identification, location, organisation domain and software usage data for compliance purposes.

Which trades get value from Cabinet Vision

Your books, and whether Cabinet Vision connects to them

Jobman ERP (the documented route to MYOB, QuickBooks Online and Xero) connects one way only, so edits made in your books do not come back, on every plan. Xero connects both ways, on every plan. QuickBooks Online connects, on every plan. Your costs map through cost codes, so test yours against your own chart of accounts before you commit. A code your books don't recognise is how a labour charge quietly lands somewhere useless.

Past those, the road ends. QuickBooks Desktop and QuickBooks Online, Any CRM other than the in-house xCRM multiplier, Buildertrend, CoConstruct and the residential construction PM category generally, Zapier, Make and general automation platforms do not connect. So if your books run on an ERP rather than the platforms named above, weigh that before anything else.

Beyond accounting it connects to Leica DISTO (Built-in laser field measurement for point-and-click room capture. Hexagon sells the hardware only into the continental US and the UK and Ireland.), ALPHACAM (The x2AC multiplier pushes part and operation geometry to ALPHACAM, Hexagon's sibling CAM product, without buying the full S2M Center.), CNC routers, NC and panel saws, chop saws, drill and dowel machines, haunching machines and edgebanders (xMachining outputs to multiple NC and CNC machines simultaneously, with separately licensed additions for chop saws, drill and dowel, point to point and material handling.), Third-party CAD and CAM (The +3rd Party CAD Import addition imports cut lists and layered DXF files; the +3rd Party CAM addition exports DXF and other common CAM formats.), VORTEK Spaces (Third-party real-time 3D presentation software, listed at $1350 per year, one of exactly two software integrations in SourceForge's directory for Cabinet Vision.), SketchUp (Cabinet Vision ships an 'import SketchUp model' button that one long-term user reports only works if the file is saved back to SketchUp version 8, a requirement they had to phone support to discover.). A public API exists: No public API is documented anywhere reachable. SourceForge's integrations directory counts exactly two software integrations for Cabinet Vision in 2026, VORTEK Spaces and Jobman, and neither is described as an open API. The extension surface Hexagon does document is internal rather than external: an unnamed scripting language for cabinet models and SQL plus VBScript for reports, which the most technical reviewer describes as tooling 'packed with quirks, bugs, and basic usability issues'. The EULA's Toolkit License Agreements exist for other Hexagon products, not for Cabinet Vision.

Getting help from Cabinet Vision, and getting it fast

The Cabinet Vision term, and what leaving costs

Nobody reads this section before they buy, and it's the one that costs money afterwards. Four terms decide what leaving looks like.

Minimum term. The EULA defines the terms rather than the commercial minimum. A 'Paid-up License' is defined as 'a license with a license term of thirty (30) years', a Subscription is 'a type of short-term license with a specified fixed term (such as a one-year or other short-term Subscription term)', and Maintenance is described as an 'annual Maintenance contract for Perpetual Licenses, or Maintenance as part of Subscriptions'. The vendor's own subscription page claims flexibility, 'Free from being locked into a long-term contract' and 'Variable renewal periods', but publishes no minimum anywhere.

Auto-renewal. Neither the North American terms of sale nor the Production Software EULA contains the words renew, renewal or automatic. Both defer to a separate document, the 'Maintenance program terms', which the EULA points at https://customers.ps.hexagonmi.com/terms/ ; that address now redirects to hexagon.com, which refuses every request behind a bot challenge. Before signing, ask the reseller for the current Maintenance program terms in writing and get three things on paper: whether the SMA renews automatically, what notice period cancels it, and what the uplift cap is at renewal.

Early termination. There is no customer-side exit. Section 6 of the North American terms of sale reads in full: 'CANCELLATION. The Contract and Customer's payment obligations are non-cancelable, Products are non-returnable, and amounts paid by Customer are non-refundable, except as specifically provided for in these Terms.' Hexagon's own termination rights are broad by comparison: fourteen days' notice on an uncured material breach, immediate termination for any late payment (including a payment owed to a reseller rather than to Hexagon), and immediate termination on insolvency. The only refund window anywhere in the stack is the EULA's decline clause, which lets you return the software within thirty days of acquiring it if you refuse the licence terms before installing.

Payment processing. Cabinet Vision does not process your customers' payments. It does affect how you pay Hexagon: the North American terms of sale reserve a card surcharge, 'Credit card payments, if and when accepted by Hexagon, may be subject to a surcharge.', and they charge interest on late invoices at 'one and one-half percent (1.5%) per month (or the maximum amount permitted by applicable law, if less)' plus collection and attorney fees.

What Cabinet Vision users report

The realistic shortlist against Cabinet Vision

The realistic alternatives, and what each costs to start. Cheaper doesn't win here, and neither does expensive. Fit does.

Mozaik Manufacturing. Publishing a price you can read without a sales call, and covering the non-CNC shop that Cabinet Vision has nothing cheap for. Mozaik prints three tiers on its own home page: Mozaik Manufacturing at $125 a month for table-saw shops, Mozaik CNC at $225 a month for nested CNC routers, and Mozaik Enterprise at $325 a month for multi-machine control. But Nothing in its published material matches the breadth of Cabinet Vision's commercial casework and submittal tooling, and it has no equivalent of the Leica DISTO field-measurement integration.

SketchList 3D. Total price transparency and a real perpetual option. The pricing page lists $79.99 a month, $49.99 a month billed annually at $599.99, $37.50 a month billed every two years at $899.99, and a One-Time License at $999.99 with one year of maintenance included, plus annual maintenance plans at $69.99 and $229.99. And it's also the only option here that a one-person shop can buy in an afternoon. But It's a woodworking design tool, not a production system. There's no CNC post-processing engine, no nesting optimiser, no commercial casework submittal package and no ERP handoff.

2020 Design Flex. Publishing four tiers with the gating spelled out (CA$2,095 and CA$2,395 for Foundation with and without the Success Plan, CA$2,695 and CA$3,195 for the full product), and licensing per named user in the cloud rather than per machine, so a workstation swap is a sign-out rather than a support ticket. But It's a showroom and design tool with manufacturer catalogues, not a shop-floor CAM system. And it doesn't generate G-code, nest sheets or drive a CNC router.

Microvellum. Parametric modelling on an AutoCAD-based platform, which is the direct answer to the Cabinet Vision reviewer who said the live drawing feature doesn't work properly and that AutoCAD has what they want. And it's the more common choice for architectural millwork and genuinely custom work. But It publishes no price either, so you're back in the same quote-only position, and its packages page routes you to a demo request rather than a number.

PRO100. A single published one-time figure for design drawings, exterior and interior elevations, 3D renderings and floor plans, with no annual maintenance obligation attached to keeping the software running. But Presentation and drawings rather than manufacturing. It has no CNC output engine, no nesting and no commercial casework engineering.

Jobman. It's the complement rather than the replacement, and it's the only documented bridge from Cabinet Vision to MYOB, QuickBooks Online or Xero. So if your problem is that job costs never reach the ledger, this is the piece Cabinet Vision doesn't have. But It's an ERP, not a CAD/CAM system. It can't design a cabinet or cut a sheet, and it takes only cabinet names and three dimensions out of Cabinet Vision.

Who should not buy Cabinet Vision

Don't buy Cabinet Vision if you're A one to four person shop cutting on a table saw with no CNC router. Almost everything that justifies Cabinet Vision's price lives downstream of a machine you don't own. xMachining exists to drive CNC routers, NC saws, drill and dowel machines and edgebanders, so without one you're paying a quoted, non-refundable, multi-module price for layout and cut lists. And Mozaik publishes $125 a month for exactly that non-CNC case, on a page you can read without talking to anybody. Look at Mozaik Manufacturing instead.

Don't buy Cabinet Vision if you're A full-custom or architectural millwork shop where every job is a one-off. The strongest reviewer on the record spells out the failure mode: the software is superb on standard designs and turns into a scripting project the moment your work isn't. That reviewer calls implementing customisations beyond a simple level 'a truly excruciating experience, even for people who have been using CV and programming other CAD/CAM systems for decades', and the bespoke cabinet company that tried it in 2024 never got a working setup. So buying it commits you to a non-cancelable contract on a bet you're likely to lose. Look at Microvellum instead.

Don't buy Cabinet Vision if you're A shop that earns part of its revenue drafting, engineering or estimating jobs for other cabinet shops or contractors. The Cabinet Vision-specific clause at the end of Hexagon's Production Software EULA restricts the software to your own operations and rules out estimating or performing the work of third parties. Hexagon also reserves fifteen-day-notice on-site audit rights and charges you for the audit if it finds non-conformity. That business model is prohibited by the licence you would be signing. Look at SketchList 3D instead.

Don't buy Cabinet Vision if you're A buyer who needs to know the total cost of ownership before a sales conversation. Hexagon publishes no price for any core component, any multiplier, any xMachining addition, the S2M Center, the SMA or training. The subscription page answers the price question with a lead form. So every figure in your business case will come from a reseller quote you can't benchmark against a public list, and the contract you sign to test the assumption is non-refundable. Look at 2020 Design Flex instead.

The verdict, by shop size

One to four person shop, hand tools and a table saw, no CNC

No. You'd be buying a quoted, non-refundable, multi-module CAD/CAM system for the one third of it that runs without a machine. Every review from a 1-25 employee shop on the record is a one-star review, and two of them are from shops that never got the software working at all. Mozaik prints $125 a month for the non-CNC case on a page you can read tonight, and SketchList 3D prints $79.99 a month. So start there and revisit Cabinet Vision when a router lands on your floor. This band runs 1 to 4 on the crew, doing residential work, and that's the profile the recommendation is written for.

Five to twenty-five person residential cabinet shop with a nested CNC router, building mostly standard carcasses

Only under conditions, and they are worth being honest about. This is the band the product was built for, and the throughput claim is real: one experienced reviewer takes a fifteen-cabinet standard job from draft to CNC files, reports and drawings in about ten minutes. But the conditions are all commercial rather than technical. So tie final payment to a working post processor cutting one of your own jobs on your own machine, because the terms of sale are non-cancelable and non-refundable once the deal closes. Get the SMA renewal mechanics in writing, because the EULA and the terms of sale both defer to a Maintenance program terms document that's no longer readable online. And budget for support that a 1.3 out of 5 rating says will answer in days. This band runs 5 to 25 on the crew, doing residential work, and that's the profile the recommendation is written for.

Twenty-six to one hundred person commercial casework or millwork manufacturer with dedicated CAD staff

Only under conditions, and they are worth being honest about. Both 26-99 employee reviewers on the record describe the same trade: an excellent engine wrapped in customisation tooling that only a specialist can survive. One of them says outright that if your shop doesn't need complex, highly specific customisations, Cabinet Vision could be a great product. And at this size you can afford the guru-level CV technician that reviewer says you need, while the commercial casework submittal and engineering tooling is genuinely deep. So condition the purchase on having that person hired before go-live, not after. This band runs 26 to 100 on the crew, doing commercial work, and that's the profile the recommendation is written for.

Full-custom or architectural millwork shop where every job is bespoke, at any headcount

No. The evidence points one way. The bespoke cabinet company that bought it in 2024 spent months and never got a working setup, and the most technically competent reviewer on the record calls customisation beyond a simple level excruciating even for people who have programmed other CAD/CAM systems for decades and describes the package as a mess under the hood. And combine that with a non-cancelable contract and there's no cheap way to discover you were wrong. This band runs undefined or more on the crew, doing residential and commercial work, and that's the profile the recommendation is written for.

Shop that drafts, engineers or estimates jobs for other cabinet shops or contractors as a revenue line

No. The Cabinet Vision-specific clause at the end of Hexagon's Production Software EULA limits use to your own operations and excludes estimating or performing the work of third parties. And Hexagon backs that with fifteen-day-notice on-site audit rights and makes you pay both the shortfall and the audit cost if it finds non-conformity. So this isn't a grey area you negotiate after the fact. This band runs undefined or more on the crew, doing residential and commercial work, and that's the profile the recommendation is written for.

What we checked on Cabinet Vision, and what we didn't

We didn't run Cabinet Vision on a live job, and we won't imply otherwise. And what stands behind it is documentary: 13 vendor pages read on 7 August 2026, and a review corpus sorted by what went wrong. Pricing was verified the same day, and every figure above traces to a page we opened.

So: eleven quotes on this page, eleven from SourceForge.

And https://hexagon.com/products/product-groups/computer-aided-manufacturing-cad-cam-software/cabinet-vision (Cloudflare bot challenge; cabinetvision.com 301s here, so the live product, packaging and support pages couldn't be read at all), https://customers.ps.hexagonmi.com/terms/ (Maintenance and Subscription program terms; redirects to hexagon.com and is blocked), https://marketing.ps.hexagonmi.com/piracy (the Compliance Policy the EULA's audit remedy points at; connection failed), https://www.capterra.com/p/135049/Cabinet-Vision/reviews/ (this ID belongs to CoStar Real Estate Manager, not Cabinet Vision; recorded here as a warning against guessing Capterra IDs), https://www.softwareadvice.com/cad/cabinet-vision-profile/ (403), https://www.getapp.com/all-software/a/cabinet-vision/reviews/ (403), https://www.g2.com/products/cabinet-vision/reviews (403), https://www.trustradius.com/products/cabinet-vision/reviews (403), https://www.reddit.com/r/Cabinetry/ (blocked), https://planitcanada.ca/solutions/cabinet-vision/ (bot verification wall; this is the Canadian reseller Hexagon acquired in June 2026) and https://www.kcdsoftware.com/pricing (403, so KCD was left out of the alternatives) refused automated retrieval for Cabinet Vision. Forum and social threads are the ones people most want quoted, and they are exactly the ones we cannot verify, so none of them are here.

What that leaves untested: cabinet Vision's Customer Portal, eSupport and knowledge base, all of which sit behind a customer login. And everything above is 13 vendor pages and a review corpus, which is documentary rather than hands-on.