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eMaint manages maintenance work. Seal traces a failed calibration to the batches recorded against it.

Seal, the GxP execution system, is your eBR, your QMS and more. Neil, your AI agent, does the paperwork across your systems. You sign. Paradromics cut operator paperwork by 80%. Start with one process beside eMaint.

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Where eMaint falls short.

From eMaint’s own pages.

  • eMaint, live
    90 days
    Seal, a first process
    48 hours

    Ninety days to go live.

    eMaint says pre-built modules and proven workflows get teams live in 90 days. Seal has a first process working for you to evaluate within 48 hours, once the scope is agreed and the inputs received.

    eMaint, home page
  • Validation & Test Scripts
    A priced add-on
    Slow Track Release Server
    A priced add-on
    Seal
    Tests run on each change

    Validation sold separately.

    eMaint lists its Computer Systems Validation & Test Scripts and its Slow Track Release Server as priced add-ons on both plans. In Seal, selected tests run on each change prepared for review.

    eMaint, Pricing
  • 1986
    Maintenance software
    1999
    Web-based CMMS
    LIMS, MES and ERP
    Pre-built connectors

    Built for maintenance teams.

    eMaint began in 1986 as a maintenance software company and serves maintenance teams in many industries. It reaches LIMS, MES and ERP through pre-built connectors. In Seal, the lab, the batch and quality are one set of records.

    eMaint, Life Sciences
  • Asset limits exceeded
    Email and a work order
    Batches and results
    In other systems
    Seal
    Uses since the last good check

    A fault ends in a work order.

    In eMaint, exceeding an asset’s limits triggers email alerts and a work order, and the batches and results it affected are in other systems. In Seal, a failure leads to the recorded uses since the last good check.

    eMaint, Condition Monitoring
  • eMaint AI
    Answers questions
    From a manual
    Drafts an SOP
    By voice
    Fills a work request
    Neil
    Drafts the change

    Its AI helps the technician. Neil prepares the change.

    eMaint AI, announced in March 2026, answers questions, drafts SOPs from manuals and fills work requests by voice. Neil prepares the change itself and the paperwork around it, for your team to approve.

    eMaint, eMaint AI

See it in Seal.

Real Seal screens with fictional test data: a calibration out of tolerance, the earlier work it touched, and a repair.

  1. 1

    A calibration keeps its first reading.

    CAL-0882 records the original error beside the adjusted one, restricts the instrument’s use, and opens a review of its earlier work.

    Calibration CAL-0882 of shelf-temperature probe TT-204 in Seal: five reference points with original and final errors, the −40 °C point originally outside limits, the adjustment, use restricted while review stays open, and the linked prior-use assessment OOT-061.
    1. The original error, kept−0.8 °C at −40 °C stays recorded beside the final −0.1 °C.
    2. Use restrictedNot authorised until review and earlier use are settled.
    3. Earlier use, assessedOOT-061 follows the instrument into its earlier work.
  2. 2

    The instrument, followed into its work.

    OOT-061 finds each batch and qualification the instrument measured in the review window.

    Assessment OOT-061 in Seal: the calibration event and original point, a review window from 3 February to 7 September 2026, the recorded uses in two freeze-dryer batches and a temperature mapping, each open, and the evidence needed before a decision.
    1. The review window3 February to 7 September 2026; when the error began is unknown.
    2. Every recorded useTwo freeze-dryer batches and a temperature mapping, each open.
    3. Evidence before a decisionSource traces and independent probes, compared first.
  3. 3

    Maintenance on the same records.

    WO-007 starts from the calibration finding, records the repair, and checks the pump before it returns to use.

    Work order WO-007 in Seal to investigate low pump flow on HPLC-007: the source calibration finding and maintenance plan, the repair with part lot and technician, three post-service flow readings against 0.98 to 1.02 mL/min awaiting review, and the return-to-service review.
    1. From the calibration findingCAL-007: pump flow outside tolerance.
    2. The repair, recordedThe part, its lot and the technician.
    3. Checked before returnThree flow readings against 0.98 to 1.02 mL/min.

What Seal’s customers measured.

Each figure links to the customer’s story.

QualityAcclinate and Skye Biologics

−50%
quality cycle times at Acclinate, from a procedure change to everyone trained.Acclinate
−40%
non-conformances at Skye Biologics, with training checked before execution.Skye Biologics

RecordsMiAlgae and Bioventix

−75%
documentation time at MiAlgae, from the lab to commercial production.MiAlgae
−80%
document admin time at Bioventix, after two decades on paper.Bioventix

EMaint and Seal, side by side.

Every source is listed under References.

eMaintSeal
What it isCMMS and EAM from Fluke¹The GxP execution system, with CMMS built in
Built forMaintenance teams, many industries¹Process development, the lab, manufacturing, batch release and quality
Data modelThe work order and the asset history²³Primitives your team composes: record types, their relationships, steps and checks
AIAI Suite: answers, SOP drafts, voice requests⁴Neil, Seal’s AI agent, prepares changes to the process; your team approves them
Lab and batch recordsConnectors to LIMS, MES and ERP³Run on the same platform
After a failureA work order and its history⁵Recorded uses since the last good check, traced to batches
CalibrationDue dates, certificates, pass/fail³Every calibration point kept with its source and standard
ValidationScripts sold as an add-on⁶Your team approves the intended use; selected tests run on each change prepared for review
Getting startedLive in 90 days, it says¹A 48-hour evaluation of one process, once the scope is agreed and the inputs received

Summary

The story
eMaint is good for maintenance teams in many industries. It began as a maintenance software company in 1986 and went web-based in 1999,⁷ serving manufacturers, fleets, utilities, health care facilities and universities,² and Fluke bought it in 2016.⁸ Its model is the work order and the asset history, with calibration attached to assets as due dates, certificates and results.²³ eMaint says pre-built modules get teams live in 90 days,¹ yet its validation scripts are a priced add-on, and for regulated users it offers “support for validation activities”.⁶³ Its AI Suite, announced in beta in March 2026, answers questions, drafts SOPs from manuals and logs work requests by voice.⁹⁴ If maintenance is the whole job, it can work well. Life sciences teams need calibration checked at the moment of use, and a failure traced to the results and batches it affects.

1What eMaint offers.

eMaint is a CMMS founded in 1986 and acquired by Fluke Corporation in September 2016.⁸ It is built for maintenance teams, with work orders, preventive and predictive maintenance, asset management, and parts and inventory, and it serves manufacturing, life sciences, food and beverage, healthcare, energy, fleets, data centres and facilities.¹ For life sciences it tracks calibration due dates, attaches calibration certificates and pass/fail results to assets, and says it supports deviation and CAPA processes within the CMMS.³ Fluke announced eMaint AI in beta in March 2026.⁹

2Running Seal alongside eMaint.

Teams move to Seal one asset at a time, with eMaint connected while they do. Where a system is not on Seal’s integrations list, Seal’s REST API and Scripts connect it, and Seal reviews the interfaces with you. eMaint provides a documented REST API.¹⁰

Seal’s API reads and writes records from another system or your own application. Agree the records, the direction of transfer, the credentials and the failure handling before setting up the connection. Scripts are versioned Python in Seal that can call an external service after an event or on a schedule; they are changed, tested and published like other Seal records.

Start with read access: bring eMaint work-order identity and status into the equipment record in Seal, and treat any write-back to eMaint as a separate decision with defined actions, review gates and audit evidence. Qualify the connection by defining source identifiers and field mappings, testing missing, delayed and duplicate records, and reconciling transferred records against the source. The regulatory guide covers these checks.

3Moving from eMaint to Seal.

Start with one asset, so nothing has to move on day one.

  1. Choose an asset with a recurring fault or a GMP decision that depends on it, such as a pump, a vessel or a release-testing instrument.
  2. Bring its maintenance plan, a real work order, the evidence needed to return it to use and the batches or tests it supports. Start with sample material, or arrange an NDA before sharing confidential records.
  3. From your procedure, Neil drafts the job-plan and work-order templates, linked measurement records, required fields and review states, and prepares verification cases. Once the scope is agreed and the inputs received, Seal prepares the first working process and its validation pack to evaluate within 48 hours. Production timing then depends on scope, interfaces, migration and your release requirements.
  4. Connect eMaint read-only for the work orders and status the process needs, and agree which system owns asset identity, work orders and current restrictions during the move.
  5. Test the complete cycle, including a missing part, a deferred task, an unexpected finding and a failed post-repair check, then extend to the next equipment family.
  6. When maintenance itself moves, reconcile assets, components, open orders, due dates, plans and historical evidence, and preserve identifiers, approved versions and any source gaps.

Retention obligations continue for the records that stay in eMaint. The CMMS blueprint describes maintenance work in Seal in detail.

References

  1. 1eMaint CMMS and EAM software home page, eMaint. https://www.emaint.com/ (read 5 November 2026)
  2. 2eMaint Enterprises Marks 25th Anniversary as a Leading Provider of CMMS, Reliabilityweb. https://reliabilityweb.com/news/article/emaint_enterprises_marks_25th_anniversary_as_a_leading_provider_of_cmms (read 5 November 2026)
  3. 3CMMS for life sciences, eMaint. https://www.emaint.com/industries/life-sciences (read 5 November 2026)
  4. 4eMaint AI, eMaint. https://www.emaint.com/emaint-ai (read 5 November 2026)
  5. 5Condition monitoring, eMaint. https://www.emaint.com/condition-monitoring (read 5 November 2026)
  6. 6eMaint pricing, eMaint. https://www.emaint.com/pricing (read 5 November 2026)
  7. 7About, eMaint. https://www.emaint.com/about (read 5 November 2026)
  8. 8Fluke acquires eMaint Enterprises, Fluke Corporation, 23 September 2016. https://www.fluke.com/en-gb/support/press-releases/fluke-acquires-emaint-enterprises (read 5 November 2026)
  9. 9Fluke Transforms eMaint into Purpose-Built AI Platform to Accelerate Smarter, Faster Maintenance Work, Fluke, 16 March 2026. https://pressroom.fluke.com/fluke-transforms-emaint-into-purpose-built-ai-platform-to-accelerate-smarter-faster-maintenance-work/ (read 5 November 2026)
  10. 10eMaint integrations, eMaint. https://www.emaint.com/emaint-integrations (read 5 November 2026)

AQuestions and answers

Is Seal better than eMaint?

Yes. eMaint is good for maintenance teams in many industries. It began as a maintenance software company in 1986 and went web-based in 1999, serving manufacturers, fleets, utilities, health care facilities and universities, and Fluke bought it in 2016. Its model is the work order and the asset history, with calibration attached to assets as due dates, certificates and results. eMaint says pre-built modules get teams live in 90 days, yet its validation scripts are a priced add-on, and for regulated users it offers “support for validation activities”. Its AI Suite, announced in beta in March 2026, answers questions, drafts SOPs from manuals and logs work requests by voice. If maintenance is the whole job, it can work well. Life sciences teams need calibration checked at the moment of use, and a failure traced to the results and batches it affects. Seal has no fixed model of one kind of work. It is built from primitives: record types, the relationships between them, and the steps and checks that use them, which your own team composes into your process, with Neil able to prepare each change for approval. So one platform runs process development, the laboratory, manufacturing, batch release and the quality system, and each change becomes a new version, released once its selected tests pass, while earlier runs keep theirs. Moving from paper and legacy systems, Paradromics keeps calibration records on one platform and cut operator paperwork by 80%.

Is Seal an alternative to eMaint?

Yes. eMaint is designed for maintenance management across many industries, with lab and batch records in other systems. Seal covers GMP maintenance, calibration and equipment logbooks, and keeps them on the same records as laboratory, manufacturing and quality work. In Seal, an equipment failure leads to the batches and results it affected, and a plan change is released with its verification.

Is Seal a CMMS?

Yes. Seal’s CMMS covers assets, criticality, PM schedules, job plans, work permits, part issues, breakdown impact, reliability reviews and the return-to-service decision, with calibration and equipment eligibility checked at the point of use.

How does validation compare between eMaint and Seal?

eMaint sells its Computer Systems Validation & Test Scripts package as a priced add-on on both its plans. In Seal, validation is part of making a change: the URS, FS, DS and configuration specification stay in the platform, selected acceptance tests run when a change is prepared for review, and publication requires current passing results.

How does eMaint’s AI compare with Neil?

eMaint’s AI Suite, announced in beta in March 2026, answers questions from maintenance data and documents, drafts SOPs from manuals and logs work requests by voice. Neil prepares changes to the process itself, with their tests, for your approval, and each change is released as a new version. Neil is not used in GMP execution.

Can Seal connect to eMaint?

Yes. Seal’s REST API and Scripts connect systems that are not on its integrations list, and eMaint provides a documented REST API. Teams start with read access to work-order identity and status while the first assets move to Seal, and treat any write-back as a separate decision with its own controls.

How does Seal handle a recurring equipment fault?

Neil compares repairs, installed-part lots, calibration and actual uses and drafts a linked assessment with the evidence still needed. If the team decides the plan should change, the revision is prepared as a change with its verification, released by authorised people and followed by an effectiveness review over an agreed window.

How long does it take to start with Seal?

Once the scope is agreed and the inputs received, Seal prepares a first working process and its validation pack to evaluate within 48 hours, configured from one of your procedures. Production timing then depends on scope, interfaces, migration and your release requirements.

Start beside eMaint.

Start with one asset. Seal’s REST API and Scripts read eMaint work orders through its REST API, so nothing has to move on day one.

Book a demo