The industrial asset data platform that unifies every drawing, datasheet, and system into one trusted data foundation.
Plant360 digitizes your engineering drawings, connects the systems you already run, and produces both the system of record and a live asset knowledge graph from a single pipeline. One foundation, kept continuously in sync, with no data format lock-in.
Plant360 · unified asset data layer
In sync
01 · Ingest
Sources
CAD, SmartPlant, EAM/CMMS, historians
02 · Pipeline
Convert + UniGraph
One pipeline, both outputs
03 · Output A
System of record
Authoritative, audit-ready
04 · Output B
Asset knowledge graph
Queryable AI grounding layer
Served to every downstream system
Open API
Faster retrieval of connected asset data
Less time engineers spend hunting for data
Source of truth, record and graph combined
Proven at whole-plant data scale
The problem
Decades of engineering knowledge sit in drawings, datasheets, and a dozen source systems that were never built to talk to each other. Every project, turnaround, and AI initiative pays the same tax: months spent gathering and reconciling data before the real work can begin.
01
Knowledge locked in documents
The plant’s most valuable data is trapped in CAD files, legacy scans, and PDF drawings that no system can query.
02
Every system speaks its own format
Design, planning, maintenance, and operational tools each hold a partial copy in an incompatible format.
03
Every project rebuilds its own copy
With no single source of truth, each initiative reconstructs asset data from scratch, and the copies disagree.
04
The data drifts out of date
The moment the plant changes, records fall behind, and no downstream system or AI agent can be trusted.
The false choice
A system of record is blind to AI. A knowledge graph drifts from the record. Neither is enough alone.
Teams are forced to choose. A system of record is built for the record and blind to AI. A knowledge graph is built for AI and blind to the record. The gap gets patched with point tools, which duplicates data, creates another silo, and forces constant manual reconciliation as the two representations drift apart.
System of record alone: no structured context for AI to reason on.
Knowledge graph alone: quietly drifts away from the record
Point tools between them: another silo to reconcile by hand.
The Plant360 approach
One pipeline. Both outputs. Always in sync.
Plant360’s products work as one platform. Convert digitizes your drawings, UniGraph structures and connects the data, and AI360 builds on it. A single pipeline produces the system of record and the asset knowledge graph together, served to every downstream system through an open API.
01
Digitize
Convert
CAD, DWG, and even scanned PDF drawings become structured, audit-ready Smart Drawings.
02
Structure
UniGraph
Every tag, asset, and document connected into one living, queryable graph, kept in sync.
03
Build
AI360
Build and deploy industrial AI agents directly on your own graph, in days not months.
04
Apply
Open API
Feed reliability, MoC, digital twins, and analytics from one owned data layer, without lock-in.
What makes it a platform
Built to produce structured, trusted output, not another silo.
The difference is not one feature. It is a data layer engineered for the realities of a brownfield industrial plant: legacy documents, dozens of source systems, open standards, and scale, all resolved into one connected model.
01
Convert · Digitize
Brownfield digitization that pulls decades of drawings into the data layer
Most plant knowledge is locked in legacy and scanned drawings that no system can read. Purpose-built computer vision and multi-modal AI extract every tag, symbol, line number, and relationship, not only from native CAD but from decades-old scanned PDFs, with human-in-the-loop review so accuracy stays audit-ready.
Reads native CAD and DWG plus low-quality scanned and hand-marked PDFs.
Lossless capture of attributes, connectivity, and links to datasheets.
Guided, guardrailed review, so the models learn from every correction.
83,000+ drawings digitized · 70% faster at 50% lower cost
Digitization · scanned to structured
P&ID-12-104
PSV-104A-2 extracted and set 285 psig
Captured
Line 6”-P-104 connectivity resolved
Captured
Material spec A106 Gr. B linked
Captured
Every tag captured losslessly · Human verified
Asset knowledge graph
Reactor R-101
Linked to P&ID-12-104
Confirmed
Linked to PSV-104A-2 datasheet
Confirmed
Linked to line 6”-P-104
Confirmed
Tags · equipment · lines · documents · 1 connected model
02
UniGraph · Structure
One comprehensive knowledge graph across drawings, datasheets, and operational documents
UniGraph goes beyond P&IDs. It understands datasheets, specifications, process documents, and operational records, and links every tag, equipment item, line, and document into a single queryable model. The whole plant can be reasoned about as a connected system, not searched as scattered files.
Understands drawings, datasheets, process and operational documents alike.
Tags, equipment, and hierarchies resolved, de-duplicated, and linked.
Graph algorithms for traversal, root-cause analysis, and reporting.
10x faster retrieval · 80% less manual hunting
03
Open platform
Open standards, an open API, and hundreds of integrations. You own the data layer
There is no data format lock-in. Plant360 ingests from and syncs with the hundreds of design, planning, operational, and specialized systems you already run, and publishes to open standards. Your existing tools stay as inputs, and the connected data layer you build remains yours.
Standards-native output: DEXPI 1.3 and 2.0, ISO 15926, SmartPlant, Aveva.
Connectors to pull data from CAD, EAM, CMMS, historians, and document systems.
REST API and bring-your-own-taxonomy, so the platform adapts to your data.
Vendor-neutral · no data format lock-in
Integrations · ingest and sync
100s of systems
Design & CAD · AutoCAD, SmartPlant, Aveva
Synced
EAM & CMMS · SAP, Maximo, Hexagon
Synced
Standards · DEXPI, ISO 15926, REST API
Open
Representative systems · you own the data layer
Also built in
Built for scale
A distributed graph engine proven at terabyte to petabyte scale, with best-in-class traversal.
Continuous sync
The graph and system of record stay current together as the plant changes. No drift, no stale copies.
Grounding layer for AI
The graph adapts to how your teams organize assets, which cuts integration time and keeps it intuitive.
How it works
From scattered sources to one connected model, in weeks.
01
Connect sources
Ingest digitized drawings from Convert plus data from the systems of record you already run.
02
Resolve
Tags, equipment, and hierarchies are matched, de-duplicated, and linked to your taxonomy.
03
Sync
The graph and system of record are kept continuously current as the plant changes.
04
Serve
Engineers and agents query one connected model through the app, graph algorithms, and open API.
Measurable results
Results you can hold the platform to, not promises.
Faster retrieval of connected asset data
Less time engineers spend hunting
Record and knowledge graph combined
Certified, open API, no lock-in
An operator with asset data spread across four systems could never agree on a single source of truth, so each project rebuilt its own data set. By unifying those systems into one continuously synced asset graph, the organization gave every team, and every AI agent, the same trusted foundation, and new initiatives started from connected data instead of months of groundwork.
Plant360 workspace · role view
Live
Reliability engineer · asset lookup
Grounded
Transformation lead · data foundation
Unified
Enterprise architect · open API
Owned
One data layer · every team, every agent
Built for the teams who run the plant
The Turnaround-Scope Agent, end to end.
Reliability engineers
Find every document and relationship for an asset in seconds, grounded in the graph.
Digital transformation leaders
One trusted data foundation instead of parallel data programs and endless reconciliation.
Enterprise architects
An open, owned asset data layer that feeds every downstream system, now and in the future.
FAQ
Does the platform replace our existing systems?
No. It unifies data from the CAD, EAM, CMMS, historian, and document systems you already run through an open API and keeps them as inputs, layering one connected, synced data model on top.
Why not buy a system of record and a graph separately?
Running both means reconciling two representations of the same assets by hand and watching them drift apart. Plant360 generates both from one pipeline, so they are always in sync, with no duplicated data or extra silo.
Can it digitize scanned and legacy drawings?
Yes. Convert is built for legacy and scanned PDFs and images, not just native CAD. Computer vision extracts tags, symbols, and connectivity from low-quality scans, with human-in-the-loop verification to guarantee accuracy.
Is the platform secure and open?
Yes. Plant360 is ISO 27001 certified and exposes an open API with no lock-in, so you own the data layer and can feed any downstream system.
