Predictive Maintenance domain-aware that ships on day one
Predictive maintenance platforms for industrial operations. Sensor fusion, anomaly detection, CMMS integration, shop-floor-friendly dashboards.
What Predictive Maintenance for Manufacturing looks like with us
From scoping call to go-live, our Predictive Maintenance engagements are designed for teams that care about what actually ships. Security and privacy are built in: NDA-first, least-privilege IAM, EU or US data residency, VPC-isolated deployment options. Every engagement starts with a mutual NDA, a scoping conversation with a senior engineer, and a written proposal within one week. All work product, source code, and documentation is assigned to you on payment - no vendor lock-in, ever.
- 01Domain-aware architecture built for your industry's compliance and data-sensitivity profile
- 02Reference patterns we've shipped in adjacent accounts (sanitised, NDA-respected)
- 03HIPAA / SOC 2 / GDPR-aligned workflows where the vertical requires it
- 04Integrations with industry-standard systems common in your vertical
- 05Change-management support - we train your team, we don't create dependence
How teams use this
Replace a spreadsheet + email workflow with an auditable, measurable automation
Automate a workflow currently bottlenecking your Predictive Maintenance operations
Stand up a compliance-aware AI feature tailored to your industry's data and jargon
100+ companiesquietlyrunonsystemswebuilt.
Common questions
Do you have reference cases in this industry?
Usually yes, under NDA. We can arrange a reference call with a past client once we're past early scoping.
Do you understand the compliance landscape in this vertical?
We ask that question up front in scoping. Where compliance matters (healthcare, finance, legal), we align the architecture with the relevant standards - HIPAA, SOC 2, GDPR, PCI, whichever applies - and document the alignment.
Who owns the IP?
You do. All code, documentation, model weights, and deliverables are assigned to you on payment. Our master service agreement spells this out explicitly.
Do you sign NDAs before a scoping call?
Yes - standard practice. We circulate a mutual NDA before any detailed conversation about your product, data, or roadmap.
Whatpeople who shipped with ussayafterwards.












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Describe the problem, the constraint, the deadline. We'll send back a scoped plan and a senior engineer to kick it off - no sales theater.




