The signals that predict failure are already in your data
Different assets live in different systems that were never designed to communicate. Asset Twin is your live digital model of every physical asset you operate enabling you to predict failures before they happen.
Connects your existing stack
Connects your existing stack, no rip-and-replace
Entity resolution
Entity resolution across every system boundary
Full lineage
Full lineage on every AI output, audit-ready by default
One Knowledge Fabric powering every solution
Every PolyPhaze solution runs on the same foundation: the PolyPhaze Knowledge Fabric™. It connects the systems you already run, resolves meaning across their boundaries and traces every insight back to source, so what works for one team scales to all of them.
Explore the platformWhat changes when every asset has one trusted record
Right now the same airplane engine exists as four different records in four systems. Asset Twin resolves them into one Trust-Scored record, so you can do predictive maintenance and route actionable findings up the fleet.
The same asset across every system
A single engine shows up in the MRO system, the ERP, the OEM technical database and the regulatory certificate, under a different identity each time. Asset Twin resolves all four into one canonical, Trust-Scored record, with no matching keys required.
- One canonical record per physical asset
- Resolved across CMMS, ERP, OEM and regulatory systems
- No matching keys or shared identifiers required
Catch failures before they happen
Predictive maintenance reads the Trust-Scored record, compares it against failure-mode baselines and OEM life limits, and flags what needs attention before failure. Each finding carries a Trust Score, an owner and a timeline, routed to the maintenance workbench.
- Condition-based alerts before the failure event
- Checked against OEM intervals and failure-mode baselines
- Every finding carries an owner and a timeline
Compliance traceable to the record
Airworthiness directives, classification certificates, DOT records and inspection status stay current and traceable to the source that produced them. When an auditor asks for proof, the answer is the record, not a scramble through four systems and a binder.
- Airworthiness, classification and DOT status always current
- Every compliance status traceable to its source
- Auditor-ready evidence without the document hunt
See it on your own fleet
A 30-minute walkthrough with our AI experts. Every asset trusted and traceable.
What's inside Asset Twin
One Trust-Scored model of each asset, built once and read by everyone: maintenance planners, reliability engineers, compliance teams and the AI agents that run alongside them.
Asset entity resolution
The same physical asset resolved across CMMS, ERP, OEM databases and regulatory systems into one Trust-Scored record, with no matching keys required.
Condition-based predictive maintenance
Recommendations drawn from Trust-Scored sensor and operational data, before the failure event, each with an owner and a timeline.
Audit-ready regulatory compliance
Airworthiness directives, classification society certificates, DOT and FMCSA records and inspection status, current, traceable and auditor-ready.
Component-level history tracking
Serialized component histories that follow the part across asset assignments, never lost when a component moves between platforms.
Fleet and portfolio views
Asset health, utilization and compliance rolled up to fleet, plant and portfolio level as Trust-Scored composite views.
Foundation for AI agents
The same Trust-Scored asset model your operators read is the foundation your maintenance AI agents run on, with no separate AI data layer.
How Asset Twin deploys
It runs on the PolyPhaze Knowledge Fabric™, so it reads your maintenance and asset systems where they are, no rip-and-replace, and you're live on real assets in weeks.
Connect
Slipstream connectors read your CMMS, ERP, OEM feeds and regulatory databases. Data stays in source, nothing is moved.
Resolve
Each physical asset is resolved across every system into one canonical, Trust-Scored record.
Govern
Trust Scores, lineage and compliance status are configured per asset class and validated before go-live.
Activate
Predictive findings go live on the maintenance workbench, tuned against your failure-mode baselines and OEM intervals.
Connects to the systems you already run
PolyPhaze integrates with the core platforms, data warehouses, third-party data providers and cloud infrastructure your team already uses. Model agnostic. No rip-and-replace. The PolyPhaze Knowledge Fabric™ reads from your existing stack and adds the intelligence layer on top.
See it on your assets
A 30-minute walkthrough on your physical asset inventory and your predictive maintenance needs. Every asset, trusted and traceable.
Request a demoPrefer to talk it through?
Our solution specialists can walk through your asset systems, your verticals and how a rollout would work.
Contact for more infoAsset Twin, answered
A CMMS records maintenance in one system and an asset register lists assets. Asset Twin resolves the same physical asset across CMMS, ERP, OEM and regulatory systems into one Trust-Scored record.
No. Slipstream connectors read your systems in place; data stays in source and nothing is moved.
CMMS, ERP, OEM technical databases, regulatory and certificate systems, plus sensor and operational feeds.
Predictions read the Trust-Scored record and only act on data above a confidence threshold, so alerts are grounded in data you can rely on.
Aviation, rail, energy, manufacturing and fleet operations, with airworthiness, classification society, DOT and FMCSA status tracked and traceable.
Yes. Serialized component histories follow the part across asset assignments and are never lost when a component moves between platforms.
The same Trust-Scored asset model your operators read is the foundation your maintenance AI agents run on, with no separate AI data layer.
We start on one asset class or fleet, resolve the records and prove the predictive and compliance gains, then expand.
Six solutions. One foundation.
Optimize
Trusted data for faster, defensible decisions — one canonical view of the business, every number traceable to source.
Learn moreMigrate
De-risk every system migration and cutover — continuous matching across source and target, trusted on day one.
Learn moreM&A
Diligence to integration on one trusted record of the target — know what you're buying, prove what you bought.
Learn moreData Commerce
Package and sell your data as a product — a new revenue line on the fabric you already run.
Learn moreAI-Decisions
Govern AI by the decisions it makes — every output traceable, every action accountable.
Learn moreAsset Twin
One trusted record for every physical asset — predict failures before they happen.
Learn more