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§ Product · Industrial intelligence

Droz Predictive: vibration, thermography, and AI, productized.

Droz Predictive is the platform behind the Droz reliability practice — the same predictive maintenance, vibration analysis, and asset intelligence the firm has delivered for twenty years, packaged for operators who want to run the program inside their own walls. Built for plants that measure success in uptime, not feature count.

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Category
Predictive maintenance SaaS
Deployed in
Refineries · Power · Manufacturing · Cement
Built on
Azure · AWS · Anthropic · Cohere
Engagement begins with
A scoping conversation
§ What it is

Failures ranked by lead time, criticality, and cost.

Droz Predictive is a predictive maintenance platform for industrial operators. It ingests vibration spectra, thermography frames, ultrasound captures, oil-analysis results, and CMMS work-orders, then surfaces the failures that haven't happened yet — ranked by lead time, by criticality, and by the cost of being wrong.

  • Multi-discipline by default. Vibration, thermography, ultrasound, and oil analysis live in one asset record, not four.
  • AI-driven, but auditable. Every alert ships with the residual, the spectral fingerprint, and the analyst notes that produced it.
  • Operator-grade. Built for plants that already have a reliability team and want a platform that respects how they already work.
§ Who it's for

Three buyer profiles. One platform.

Persona 01

Reliability manager
multi-site operator

Standardizing a reliability program across six sites that all do PdM differently. Needs one platform that the corporate office can compare and the site teams will actually open.

Persona 02

Plant engineer
single-site facility

Already runs condition-based monitoring with vibration and IR. Wants the data to stop living in three folders on three laptops.

Persona 03

Corporate engineering
leader

Building the business case for predictive maintenance enterprise-wide. Needs a platform with audit trails, role-based access, and a security posture procurement will sign off on.

§ Capabilities

One asset record. Every discipline.

01 · Registry

Asset registry

Every motor, pump, fan, gearbox, and compressor lives in one hierarchical asset tree with criticality, RUL, and last-inspection state.

02 · Vibration

Vibration intake

Time-waveform + FFT spectra from Baker, Easy-Laser, IRD, Prüftechnik. Automatic alarm bands per ISO 10816.

03 · Thermography

Thermography intake

FLIR / Panametrics images and reports, geo-tagged to the asset record, annotated by the analyst.

04 · AI

AI residual engine

Spectral residuals, trend deviation, and pattern-match against the Droz asset-intelligence library.

05 · Workflow

Work-order routing

Findings push to the customer's CMMS (SAP PM, Maximo, Fiix, eMaint) with severity, recommended action, and lead time.

06 · Reports

Reliability reports

Monthly site reports, quarterly corporate rollups, and audit-ready records for ISO 9001 and ISO 55000 programs.

§ How it integrates

What we connect to. What we replace. What we augment.

Connects to

CMMS

  • SAP PM · Maximo
  • Fiix · eMaint · Hippo
Connects to

Historians

  • OSIsoft PI · Aveva
  • Rockwell FactoryTalk
  • Ignition
Connects to

Instruments

  • Baker · Easy-Laser · IRD
  • Prüftechnik
  • FLIR · Panametrics · Krautkramer
Replaces

The four-folder program

  • Vibration in one folder.
  • IR in another.
  • Oil in a third.
  • CMMS notes in the fourth.
Augments

The reliability analyst

  • Droz Predictive is the platform.
  • The analyst is still the decision-maker.
§ Built on

The same stack across every Droz product.

Microsoft Azure
AI Foundry · primary
Amazon AWS
Bedrock · SageMaker
Anthropic
Claude · analyst notes
Cohere
Embeddings · similarity
Databricks
Feature store · time-series
§ Engagement

From scoping call to roadmap participation.

01 · Scoping
01
Scoping call

A senior partner walks through the assets, the instruments, and the reliability maturity level. No sales rep, no demo deck.

02 · Pilot
02
Pilot site

One plant, three asset classes, ninety days. Defined success criteria, written down before contracts.

03 · Rollout
03
Production rollout

Pilot graduates to the rest of the site, or to additional sites, with a named Droz technical owner.

04 · Review
04
Reliability review

A quarterly read-out: findings, false-positive rate, downtime avoided, capex deferred.

05 · Roadmap
05
Roadmap participation

Customers get direct access to the product team and a seat in the quarterly roadmap review.

§ Talk to the team that built it
Twenty years of reliability practice. One platform.
Request a demo →