Software advice
Best AI CMMS Software in 2026
AI CMMS software is a computerized maintenance management system that keeps assets, work orders, preventive schedules and spare parts in one database, and adds machine learning or a language model to draft procedures, flag unusual readings, answer questions about maintenance history and estimate job times. It does not repair equipment, and a technician or planner still decides what work gets done.
Quick answer
Limble ranks first for plants and facilities that want AI inside preventive scheduling and request handling. UpKeep suits small teams that start on a posted per-user price, and Infraspeak fits facility managers running many sites with a European vendor.
Buying a CMMS with AI means deciding whether the AI will touch your daily work or sit on a feature list. Some vendors generate preventive schedules from manuals, flag duplicate requests and spot odd readings. Others sell an assistant that answers questions from your own records, often on a higher plan or as a paid add-on. This ranking judges what each vendor documents on its own pages, which plan carries the AI, what the entry price covers, how data is protected, and how easily records can be exported. Checked on vendor sites on 30 October 2026. None of the predictive claims below was independently tested.
The 12 best AI CMMS software in 2026, ranked
There is no score. Vendors can pay for more visibility on this website, for example a higher place in a ranking or more room on a page. Commercial relationships can also affect which products we feature and how prominently. How we rank.
| # | Tool | Best for | Free plan | Entry price |
|---|---|---|---|---|
| 1 | Limble CMMS | Plants and facilities that want AI inside preventive scheduling, assets and request handling. | No | Quoted |
| 2 | UpKeep | Small maintenance teams moving off spreadsheets that want a posted price and a no-card trial. | Trial | $24 per user per month (Essential) |
| 3 | Infraspeak | Facility managers coordinating contractors and buildings who want AI-driven insights without IoT sensors. | No | Quoted |
| 4 | MaintainX | Mobile-first teams that want checklists, procedures and a free plan to start with. | Yes | $0 per user per month (Basic), $20 for Essential on annual billing |
| 5 | Maintainly | Small crews that want work orders, QR labels and a low per-user cost with no annual contract. | Yes | $12 per user per month (Business) |
| 6 | Fiix | Manufacturers on Rockwell or FactoryTalk systems wanting condition-based work orders and a free starting plan. | Yes | $0 (Free); $45 per user per month (Basic) |
| 7 | eMaint | Reliability teams that pair a CMMS with Fluke sensors and want cited AI answers from OEM manuals. | No | Quoted |
| 8 | Odoo Maintenance | Companies already on Odoo manufacturing or inventory that want maintenance requests inside the same database. | Yes | Free for one app with unlimited users; paid plans are per user per month |
| 9 | Maintenance Connection | Facility and campus teams in healthcare, education and utilities that want an established CMMS with enterprise reporting. | Trial | Quoted |
| 10 | Fracttal | Maintenance teams with IoT sensors and ERP links that want AI-assisted predictive tasks and offline mobile work | Trial | Quoted |
| 11 | WorkTrek | Small plant and facility teams that want published per-user tiers and a quick free trial | Trial | $29 per user per month |
| 12 | Click Maint | Small facilities and municipal teams that want one flat plan with QR-code requests and an API | Trial | $35 per user per month (billed yearly) |
- 1
Limble CMMS
Limble takes first place because its AI features are named, placed on specific plans and tied to daily jobs. The AI PM Builder reads service manuals to draft schedules, Asset Snap reads nameplates, and a duplicate-request check keeps the queue clean. SOC II Type II appears on every plan. The cost is that buyers must request a quote for every tier.
Strong on
- AI PM Builder is listed on all three plans, so small teams get it too.
- Asset Snap creates an asset from a photographed nameplate without typing.
- Open REST API arrives with Premium+, and an MCP server connects data to AI tools.
Weak on
- No price is published; every plan goes through a calculator or sales contact.
- AI duplicate-request checks and scheduling suggestions are Enterprise-only per the comparison table.
Skip it if: Buyers who need a posted per-user price or a free tier to try with a full crew. Standard, Premium+ and Enterprise each use a price calculator; no list price is shown.
- 2
UpKeep
UpKeep ranks second because small crews can see what they will pay before talking to sales. Essential costs $24 per user and includes Nova AI with 250 monthly credits, with unlimited work orders and locations. Premium adds PM scheduling and parts costing at $55. The credit meter is the catch, since heavy AI use can run out of allowance. API access starts at Enterprise.
Strong on
- Essential and Premium prices are public, with a trial that needs no credit card.
- Nova features include voice fill, smart checklists and work order closeout notes.
- Every paid tier carries a monthly Nova credit allowance.
Weak on
- Mobile offline mode and the external request portal start at the quote-only Professional tier.
- Credit allowances differ by tier, and the page does not say how many credits one action uses.
Skip it if: Multi-site operators who need workflow automation, SSO or an API before talking to sales. Essential and Premium list per-user prices; Professional and Enterprise are quote-only.
- 3
Infraspeak
Infraspeak sits third because it aims AI at facility operations rather than factory machines. Gear AI is described as sensor-free, reading work order data to track MTTR, MTBF, compliance and supplier performance and to send alerts. The vendor says over 900 FM operations use it. Buyers get no public price, and the claims on the page are the vendor's own.
Strong on
- Gear AI works from work order data, with no IoT hardware required.
- A developer portal and 100 or more integrations are listed.
- Supplier performance and compliance sit in the same analytics as maintenance.
Weak on
- No price or plan structure is published, only a demo form.
- Predictive claims are the vendor's description, without a published accuracy figure.
Skip it if: Plants focused on production machinery and vibration analysis, where sensor-driven condition monitoring matters most. Pricing page offers a demo request and no list prices.
- 4
MaintainX
MaintainX holds fourth place because the free Basic plan and the $20 Essential tier make trials cheap, while AI is spread across the plan ladder. The comparison table lists AI procedure generation, anomaly detection in work order inputs and smart time estimates, with MaintainX Assist at Enterprise. Basic limits repeating work orders to two active ones, and the pricing page carries a banner saying MaintainX joins Autodesk.
Strong on
- Free forever Basic plan with unlimited work orders and free requester accounts.
- SOC 2, ISO 27001 and GDPR compliance are stated on the pricing page.
- Premium adds meter-based maintenance, purchase orders and open REST API access.
Weak on
- Basic allows 2 active repeating work orders, so preventive programs outgrow it quickly.
- Enterprise carries asset health insights, IoT sensors and the AI assistant, with only custom pricing.
Skip it if: Teams that need a documented price for the Assist feature or sensor-based asset health without a sales call. Essential is $25 on monthly billing; Premium is $65 annual or $75 monthly.
- 5
Maintainly
Maintainly ranks fifth because it is the cheapest posted option here and says it has no annual contract. Business costs $12 per user, Enterprise $24, and the free tier stays after a 14-day trial. The pages read describe no AI features, so it appears here as a simple CMMS for buyers who may add AI later. The vendor states that you own your data.
Strong on
- Posted prices from free to $24 per user with add-ons priced separately.
- Asset QR labels let a technician open or create a work order by scanning.
- No annual contract; plans change at any time without affecting data.
Weak on
- No AI features were described on the pages read for this ranking.
- API access, unlimited preventive tasks and reports start at the Enterprise tier.
Skip it if: Buyers whose main reason for choosing a CMMS is AI scheduling, assistants or predictive alerts. A free tier exists; inventory is a $7 add-on and timesheets a $5 add-on per user.
- 6
Fiix
Fiix is sixth because its AI sits behind the $75 Professional tier or an add-on quoted on request. Foresight analyzes trends and spots work orders linked to breakdowns, and the new MAX assistant answers questions grounded in your maintenance records. A Free plan holds 25 active preventive tasks. The pricing page carries a Rockwell Automation trademark notice, so ownership is large-vendor.
Strong on
- Free plan with work orders, assets, inventory and a mobile app.
- Fiix MAX answers questions grounded in your own CMMS records.
- Phone and email support is stated as included on every plan.
Weak on
- Fiix Foresight needs Professional, and MAX needs Professional or Enterprise plus an add-on.
- Integration Hub, custom API and SSO are Enterprise only, priced by quote.
Skip it if: Small teams that need AI features but cannot absorb $75 per user or an add-on of unknown price. Professional is $75 per user; Enterprise is custom, and the MAX assistant add-on is quoted.
- 7
eMaint is seventh because its AI Suite targets reliability work and ties to Fluke condition monitoring, yet price and data terms need a conversation. The AI Assistant answers questions from your documents with a citation per answer, drafts SOPs and logs voice requests. Professional needs 3 users, Enterprise 5. Fluke Reliability reports over 7,400 maintenance teams as customers.
Strong on
- Every AI answer links back to its source document for review.
- Voice work requests log asset, location and problem without leaving the job.
- Condition-based triggers and Fluke sensor integration sit in the same product.
Weak on
- Plan prices are not published and minimum seat counts apply.
- Access to the AI Suite is listed under Enterprise, so Professional buyers should confirm availability.
Skip it if: Small shops without sensors that would pay for condition monitoring they would not use. Professional starts at 3 users and Enterprise at 5; prices were not shown in the page text.
- 8
Odoo Maintenance
Odoo Maintenance lands eighth because it is a module inside an ERP, not a stand-alone CMMS. It computes MTBF, MTTR and expected next failure date, and offers kanban and calendar views for requests. The Custom plan lists Studio, agentic AI and an external API. Teams wanting technician checklists, nameplate scanning or sensor alerts would need more than the maintenance page describes.
Strong on
- Free for one app with unlimited users, so a single module can run at no cost.
- Manufacturing can trigger maintenance requests from the work center panel.
- Custom plan can be hosted on-premise or on Odoo.sh instead of Odoo Online.
Weak on
- Page text names no AI feature specific to maintenance; agentic AI appears only in the Custom plan list.
- Field-service tools such as offline mobile and checklists are not described on the maintenance page.
Skip it if: Maintenance teams without other Odoo apps, who gain little from an ERP they would use for one module. Standard and Custom plans include all apps for one per-user fee; hosting on Odoo.sh costs extra.
- 9
Maintenance Connection
Maintenance Connection ends the list because the pages read describe predictive and AI direction mostly through the Accruent Data Connect add-on, which exposes cloud-based, BI-ready data. The product covers work orders, assets, inventory and reports, and a free trial is offered. No pricing page loaded, and no specific AI feature of the CMMS itself was described.
Strong on
- Free trial and demo are both offered on the product page.
- Accruent Data Connect gives direct access to BI-ready data for enterprise reporting.
- Customers are stated in more than 75 countries, with industry pages for healthcare and utilities.
Weak on
- No price or plan structure was visible on the pages read.
- The pages did not name an in-product AI assistant or a published API.
Skip it if: Buyers who need to compare a posted per-user price or a named AI feature before booking a demo. The page offers a free trial and demo; no plan prices were seen.
- 10
Fracttal
Fracttal ranks tenth because its AI scope is broad but its pricing is hidden behind a quote. The product page lists asset creation from an image, an AI chat for recommendations, automatic generation of predictive tasks and IoT condition monitoring through Fracttal Sense, PLC, OPC or SCADA. It also lists ISO 27001-certified security and an offline mobile app. Buyers must request a price before they can compare it.
Strong on
- AI can create assets from an image and generate predictive tasks
- Connects to ERP, SAP, WhatsApp and IoT or SCADA sources
- ISO 27001-certified security is stated on the product page
Weak on
- No plan prices were visible, only a request for a quote
- Several AI features are described in one list without usage limits
Skip it if: Buyers who need a posted per-user price to compare against other tools before talking to sales. The site asks visitors to request a quote; no plan prices were shown on the pages read.
- 11
WorkTrek
WorkTrek ranks eleventh because it offers clear posted prices but no AI feature on the pages read. Starter costs $29 per user per month and covers work orders, assets, simple inventory and reports. Professional is $49 per user and adds preventive maintenance, a service catalog and contract management. Enterprise adds a web API and custom workflows. A free trial is offered, and the page describes unlimited guest requests on every plan.
Strong on
- Per-user prices are posted for Starter and Professional
- Unlimited guest requests and a mobile app come with all plans
- Web API access is part of the Enterprise tier
Weak on
- The pricing page does not mention an AI assistant or any predictive features
- Preventive maintenance and contracts need the higher-priced Professional plan
Skip it if: Teams that choose a CMMS mainly for predictive analytics or AI work-order drafting. Starter covers work orders and assets; preventive maintenance and contracts need Professional at $49 per user.
- 12
Click Maint
Click Maint ranks twelfth because it keeps to one plan and a short feature list. The pricing page shows a single Professional plan at $42 per user monthly or $35 per user billed yearly, with work orders, preventive maintenance, assets, parts, vendors, reports, a mobile app and API access included. Support covers phone, email and chat. The site links an AI-powered CMMS page, but the pricing page itself does not detail AI features.
Strong on
- A single plan includes API access and a mobile app
- QR-code scanning supports work requests, assets and parts on the mobile app
- Phone, email and chat support are listed on the plan page
Weak on
- Only one plan exists, so there is no entry tier below $35
- AI features are not detailed on the pricing page
Skip it if: Large multi-site enterprises that need tiered permissions, deep analytics or a named AI feature set. One Professional plan is $42 monthly or $35 on a yearly term; onboarding services may cost extra.
How these AI CMMS software were judged
Which AI features in a CMMS actually save maintenance time?
The features with a clear job are the ones to weigh. Limble describes an AI PM Builder that turns service manuals and asset data into schedules, Asset Snap that reads a nameplate to create an asset, and a check against duplicate requests. MaintainX lists AI procedure generation, anomaly detection in work order inputs and smart time estimates. eMaint answers questions from your own manuals with citations and logs voice requests. None of these vendors published an independent accuracy test, so run each feature on a real manual, a real nameplate and a month of your own work orders before trusting it.
How much does an AI CMMS cost per user?
Posted entry prices run from free to about $75 per user per month, as of October 2026. Maintainly lists a free tier, $12 for Business and $24 for Enterprise. UpKeep starts at $24 per user monthly. MaintainX charges $20 per user on annual billing for Essential and $65 for Premium. Fiix lists $45 for Basic and $75 for Professional. Limble, Infraspeak, eMaint and Maintenance Connection direct buyers to a quote. Read which tier carries the AI: UpKeep meters its Nova AI in monthly credits, and Fiix sells its MAX assistant as an add-on at a price on request.
Is my maintenance data safe, and is it used to train AI?
Maintenance records reveal asset values, safety incidents and supplier costs, so read the security page before importing them. MaintainX states SOC 2, ISO 27001 and GDPR compliance. Limble lists SOC 2 Type II across its plans and says its AI features pass privacy reviews with encryption and CCPA and GDPR compliance. eMaint says its AI Suite is built on your data and aligned with GDPR and CCPA. For UpKeep, Fiix, Infraspeak, Maintainly and Maintenance Connection, the pages read did not state whether customer data trains AI models, so ask in writing.
How hard is it to move asset and work order history elsewhere?
Switching cost grows with the history stored. Years of work orders, meter readings and procedure templates are the real asset, and they leave only through exports or an API. Limble and MaintainX list open REST API access on Premium+ and Premium. UpKeep places API access on Enterprise, and Fiix on custom Enterprise integrations. Maintainly offers API access only on its top tier but publishes no annual contract. Odoo differs, since its Custom plan can be hosted on-premise. Ask each vendor for a full export of assets, work orders and parts in a documented format before signing.
Which AI CMMS fits a small team, a plant or a multi-site operator?
A five-person maintenance crew needs fast setup and a posted price, which points to Maintainly, UpKeep or MaintainX. A plant with meters and sensors needs scheduling by usage and condition, which points to Limble, Fiix or eMaint. A facility manager across many buildings with contractors and tenants should look at Infraspeak or Maintenance Connection. A company already running Odoo can add its Maintenance app at no cost for one app. Match the tier to the number of users who need a full login, since requesters are free on several platforms.
How to choose an AI CMMS in three steps
- Count the full users and the requesters separately. Most CMMS pricing counts only people who log in to complete work. MaintainX defines a user as someone using the app with a unique login and keeps requester accounts free, while Limble lists unlimited requesters on every plan. List the technicians, planners and managers who need a full seat, then the staff who only report problems. That split can change the monthly cost several times over. Multiply seats by the posted per-user price for the tier that carries the AI features you want, not the cheapest tier on the page.
- Test one AI feature on your own records. Pick the feature you would use weekly. For an assistant, ask five questions you already know the answer to from your own manuals. For a schedule builder, feed it one real service manual and compare the output with your current plan. For anomaly detection, ask which readings it needs and how it reports a false alert. Vendors such as Limble and eMaint describe these features in detail, but only a trial with your data shows whether the answers are correct and cited.
- Ask for the export and the AI data terms in writing. Before signing, ask the vendor for three documents. First, a sample export of assets, work orders and parts in a documented format. Second, the data processing agreement showing where data is hosted and which sub-processors see it. Third, a written statement on whether customer records are used to train AI models. Most of the vendors ranked here did not state that third point on the pages read. Save the answers with the quote so a later renewal discussion has a reference.
Frequently asked questions
What is the best AI CMMS software in 2026?
Limble ranks first in this editorial list because it documents several AI features across plans, including a PM builder, nameplate recognition and duplicate-request detection. UpKeep is second for its posted per-user prices, and Infraspeak third for facility teams. No head-to-head accuracy test was run, so the order reflects what each vendor documents.
Is there a free AI CMMS?
MaintainX lists a free Basic plan at $0 per user with limited AI, Fiix lists a free plan with 25 active preventive tasks, and Maintainly drops to a free tier after a 14-day trial. Odoo Maintenance is free for one app with unlimited users. Most free tiers cap preventive tasks or hold back the AI features, so check the limits.
Does AI CMMS software do real predictive maintenance?
Some vendors describe it, with caveats. Limble says it flags unusual readings in real time and forecasts needs from trends. Infraspeak describes IoT-free insights from work order data, and Fiix offers Foresight on Professional. These are vendor descriptions, and none of the pages read published an independent failure-prediction accuracy figure. Test with your own data before relying on an alert.
How is UpKeep's AI priced compared with MaintainX?
UpKeep includes Nova credits with each paid tier: 250 per month on Essential at $24 per user and 500 on Premium at $55. MaintainX bundles its AI into plan tiers, with limited AI on lower plans and more on Premium and Enterprise. UpKeep's credit model meters usage, while MaintainX's model gates features by plan.
Can a small maintenance team run an AI CMMS without an implementation project?
Yes, with some products. Maintainly says most teams are live within minutes and only about 2 percent request training. UpKeep offers a trial without a credit card and sells optional implementation packages, listing a $1,500 Quickstart and a $500 training-only option. Enterprise-focused tools such as eMaint and Infraspeak usually involve a demo and onboarding services.
Which AI CMMS has the clearest data security statements?
MaintainX publishes SOC 2, ISO 27001 and GDPR compliance on its pricing page, and Limble lists SOC 2 Type II as included on all plans. eMaint points to a Trust Center and says its AI actions are traceable. Other vendors in this ranking did not state AI training policies on the pages read, so ask them directly.
Should I choose a CMMS or an ERP maintenance module?
Pick a dedicated CMMS when technicians do daily work orders, checklists and parts on mobile. Pick an ERP module such as Odoo Maintenance when maintenance requests must tie into manufacturing, inventory and purchasing in one database. Odoo's module covers preventive scheduling and MTBF statistics, but it has fewer field-service features than purpose-built CMMS products.
Do AI CMMS vendors tell you which plan includes the AI?
Many do, but not all. Limble's comparison table marks the AI PM Builder on all plans and AI scheduling suggestions as Enterprise only. MaintainX lists anomaly detection and MaintainX Assist on higher tiers. Fiix says its MAX assistant needs Professional or Enterprise plus an add-on. Where a vendor posts no table, ask for the plan name in writing.