Industry Solutions — Petrabytes
Solutions / By Industry

One platform.
Every complex-data industry.

PIEScale started in energy — decades of legacy well, seismic, and production data with nowhere governed to live. The same problem shows up anywhere data is complex, siloed, and supposed to feed AI it currently can't reach.

By Industry

Five industries. The same governed foundation underneath.

Different data, different regulations, the same core problem: legacy formats, siloed systems, and AI that can't reach any of it safely.

Energy

Upstream, midstream, and renewables data — decades of well logs, seismic surveys, and production records, plus the real-time drilling, reservoir, and grid data that's supposed to inform decisions today, not next quarter.

Subsurface Data ModernizationReal-Time Monitoring & EdgeReservoir & Production AnalyticsRegulatory & ESG Reporting
See Energy solutions

Mining

Complex geological and operational data — drill collars, assays, geology models, and plant operations that are often as siloed as energy's legacy archives, split across geology, engineering, and operations teams that rarely see the same picture.

Geological Data ModernizationDrill Core & Assay ManagementCross-Team CollaborationReal-Time Equipment Monitoring
See Mining solutions

Manufacturing

Industrial automation and plant data — sensor streams, MES/OEE systems, and historian data collected constantly on the plant floor but rarely connected to enterprise AI or the teams making planning decisions upstream.

Real-Time Monitoring & EdgeEnterprise AI & CopilotsCross-Team Collaboration
See Manufacturing solutions

Utilities

Grid, generation, and transmission data — the same real-time streaming and asset-monitoring challenges as energy, applied to a grid where compliance reporting isn't optional and downtime has immediate public consequences.

Real-Time Monitoring & EdgeRegulatory & ESG ReportingAsset Performance Analytics
See Utilities solutions

Chemicals

Process, safety, and plant operations data — where governance isn't a nice-to-have, because it's tied directly to safety incidents and regulatory compliance, not just reporting convenience.

Process Data ModernizationSafety & Compliance ReportingReal-Time Monitoring & Edge
See Chemicals solutions
309
Wells analyzed in 3 hours — Hart Energy verified
2.9 TB
Seismic data processed in 6 hours
30–35%
Typical total cost of ownership reduction
By Use Case

The same six problems, showing up across every industry above.

Enterprise AI & Copilots

Ground AI assistants and agents in governed operational data, not a curated demo set.

Subsurface Data Modernization

Migrate legacy well, log, and seismic archives into an OSDU-compliant foundation.

Real-Time Monitoring & Edge

DTS/DAS, SCADA, and sensor streams processed at the edge, not batched overnight.

Reservoir & Production Analytics

Unified well, production, and reservoir data engineers can actually query.

Regulatory & ESG Reporting

Audit trails, entitlements, and lineage built for compliance, not bolted on after.

Cross-Team Collaboration

One governed namespace across geoscience, engineering, and operations.

Where to Go Next

Whichever industry fits — two ways to get there.

Deploy PIEScale directly

See the platform itself — the five components, the ingestion and governance framework, and how it applies to your specific data.

Explore PIEScale

Get it delivered

Scoped engineering engagements — strategy, migration, AI deployment, or platform operations — matched to where you are today.

Explore Services
Start With Your Industry

Tell us your data.
We'll show you the fit.

A 30-minute discovery call — grounded in your actual systems and data, not a generic pitch.