Turn industrial data into
trusted intelligence.

AI where your industrial data lives. No forced cloud migration. Connect, harmonize, and apply analytics and AI at the edge, on-premises, private cloud, or cloud.

SCADA· DCS· PLCs· RTUs· MES· Historians· BMS· Sensors· IoT Gateways· Legacy DBs
01

Connect

Bring together data from machines, control systems, and legacy infrastructure across edge, on-prem, and cloud.

02

Trust

Automatically standardize measurements, units, asset context, and data quality so people and AI work from consistent information.

03

Use

Stream data in real time, preserve it for historical analysis, and run AI close to your operations when needed.

Protocols we translate
OPC UA Modbus TCP Siemens S7 EtherNet/IP BACnet DNP3 IEC 61850 IEC 60870 MQTT / Sparkplug B
Before VeldtGraph
With VeldtGraph
Industrial data is fragmented
Machines and control systems speak different languages across sites
One connected data foundation
Bring existing industrial systems together without replacing them
The same data means different things
Tags, units, timestamps and quality vary by system and site
One trusted operational view
Measurements and context are standardized automatically while the original source is retained
Data is hard to reuse
Raw signals require repeated cleanup before operations, analytics or AI can use them
Ready now and ready later
Use trusted data in real time and preserve it for historical analysis and AI
Trusted data

Different systems. One operational truth.

VeldtGraph standardizes how assets, measurements, units, timestamps, and quality are represented — while preserving where every value came from.

Different source systems
MODBUS PLC
12,345 kPa
OPC UA
123.45 bar
LEGACY SCADA
~1,790 psi
VeldtGraph
Governed Data Contract
Asset identity
Measurement meaning
Unit normalization
Timestamp + quality
Validation + provenance
One trusted operational view
PT-101 · Pressure
123.45 bar
Canonical value
Original source + transformation retained
Different tags, units and protocols become consistent data downstream — without losing where the value came from.
Platform architecture

One governed foundation. Intelligence from real time to autonomy.

Harmonix connects and harmonizes your industrial systems. Lake, Analytics, and Agent all consume the same governed events — in real time or from history.

Veldt Lake
Operational lakehouse. Versioned datasets, time travel, and asset + work-order memory.
Veldt Analytics
Real-time and historical. Forecasting, anomaly detection, vision, and edge AI/ML.
Veldt Agent
Recommend, plan, draft, assign, learn. Human-governed maintenance orchestration.
Foundation
Veldt Harmonix
Connect and translate industrial protocols. Harmonize semantics, units, timestamps, and quality. Every event validated against a governed Data Contract with source and transformation provenance retained.

Analytics runs on live events (via Harmonix) or historical replay (via Lake). Agent consumes both — and writes outcomes back into Lake.

04

Real time when you need it. History when you need it.

Stream trusted data into live operations and preserve governed history for analysis, investigations, replay, and model training.

05

Bring AI closer to the operation

Run machine learning and vision close to equipment when latency, resilience, bandwidth, or data sovereignty matters.

06

Secure from the plant floor to the cloud

Protect industrial data with encrypted connections, controlled access, continuous security monitoring, and a traceable record of what happened. Aligned to IEC 62443, NIS2, and KRITIS requirements.

Works with the infrastructure
you already have.

Connect existing systems across edge, on-premises, private cloud, and cloud, without a rip-and-replace project.

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