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MachDatum

Custom asset types, real location hierarchies, versioned checklists, and a mobile app your technicians will actually open.

MachDatum

MachDatum Reviews and Details

This page is designed to help you find out whether MachDatum is good and if it is the right choice for you.

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  • MachDatum MachDatum CMMS Dashboard
    MachDatum CMMS Dashboard //
    2026-07-15

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Questions & Answers

As answered by people managing MachDatum.
  1. What makes MachDatum unique?

    Most CMMS products force the plant to adapt to the software's assumptions โ€” fixed asset forms, one workflow for every job type. MachDatum is configurable at every layer: custom asset schemas per equipment class, your own location hierarchy with your own level names, and a workflow engine where every work order type gets its own state machine with role-gated transitions and mandatory data capture (e.g. root cause required when repair starts). Checklists are versioned, so every closed job records the exact procedure followed โ€” audit trail built in, not bolted on. It's also built by a hardware company (we make RS485-to-Ethernet industrial converters) โ€” the CMMS came from our own hardware customers asking for it.

  2. Why should a person choose MachDatum over its competitors?

    Three things: it fits the plant instead of making the plant fit it (custom schemas, your hierarchy, your workflows); it's live in days, not months (first work order within a week, no implementation consultants); and support comes from the engineers who built it, not a tier-1 helpdesk. Pricing is per-site, not per-user, so every technician is included without seat-counting.

  3. How would you describe the primary audience of MachDatum?

    Maintenance managers and plant heads at small-to-mid manufacturing plants currently running maintenance on Excel, WhatsApp, and paper job cards. Buying committees are typically 8โ€“12 people (maintenance, IT/security, finance), and the sales cycle runs 9โ€“18 months. Global-ready product (i18n, AWS hosting) โ€” audience isn't India-specific.

  4. What's the story behind MachDatum?

    MachDatum started as a hardware company building RS485-to-Ethernet converters for factory floors โ€” that line already has real customers (Cartapack, Bator, ZF, Powermag, Shanthi Gears). Those hardware customers kept asking for a proper maintenance system, so the team built one from firsthand knowledge of what factory maintenance actually looks like day to day โ€” not from a generic SaaS template. The CMMS is now onboarding its first group of manufacturing teams.

  5. Which are the primary technologies used for building MachDatum?

    • Backend: .NET 10 / ASP.NET Web API, EF Core 10, PostgreSQL (with Row-Level Security for tenant isolation), Hangfire for background jobs, Serilog + Seq for logging
    • Auth: ASP.NET Identity + OpenIddict (full OAuth 2.0 / OIDC server with PKCE), JWT bearer auth, external login via Google/Microsoft/Okta
    • Web app: React + TypeScript + Vite, Chakra UI, TanStack Query, Module Federation (feature-sliced, 30+ modules)
    • Mobile: React Native + Expo (SDKย 55), Expo Router โ€” iOS + Android
    • AI: OpenAI embeddings + vector search (RAG chat over uploaded manuals/documents)
    • Infra: AWS-hosted, per-tenant subdomains, Amazon SES/SendGrid/SMTP for email, Expo Push for mobile notifications
  6. Who are some of the biggest customers of MachDatum?

    Honest answer, per our own claims rules โ€” no invented customer list: MachDatum CMMS has no production customers yet; we're onboarding our first group of manufacturing teams now. On the hardware side (industrial RS485 converters, a separate product line), customers include Cartapack, Bator, ZF, Powermag, and Shanthi Gears โ€” that's hardware credibility only, not CMMS usage.

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Is MachDatum good? This is an informative page that will help you find out. Moreover, you can review and discuss MachDatum here. The primary details have been verified within the last quarter. So they could be considered up to date. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.