The challenge isn't data — energy organizations are rich in it. The challenge is that subsurface, production, operations, and economics teams each see only part of it, in formats AI can't use and systems that don't connect. PIEScale is the governed data foundation that changes that.
Asset valuation stalls when subsurface data is locked in legacy formats, split across specialist systems, and too costly to reconcile. PIEScale migrates legacy well, log, and seismic archives into a governed, OSDU-compliant foundation — so teams can screen and prioritize opportunities early, before full project workflows begin.
Field development depends on synthesizing geology, petrophysics, drilling, completions, and production data — insights that are rarely evaluated together early enough. PIEScale brings these datasets into one governed namespace, so teams can explore scenarios and make trade-offs grounded in evidence, not late-stage reconciliation.
Production optimization requires understanding how wells, facilities, and operating conditions interact over time — but live sensor data and historical records are fragmented between real-time systems and static archives. PIEScale connects DTS/DAS, SCADA, and historian data into one governed foundation that AI agents and analytics tools can query in real time.
Operational excellence depends on early awareness — detecting subtle deviations before they become incidents. Regulatory compliance depends on audit trails, entitlements, and lineage that are governed from day one, not reconstructed after the fact. PIEScale builds both into the platform's five-layer security model.
The challenge isn't data — energy organizations are rich in it. The challenge is that subsurface, production, operations, and economics teams each see only part of it, in formats AI can't use and systems that don't connect. PIEScale is the governed data foundation that changes that.
Legacy well, log, and seismic archives migrated into an OSDU-compliant foundation — with custom schema support for the proprietary formats OSDU alone doesn't cover.
DTS/DAS, SCADA, and drilling sensor streams processed at the edge via RTSS — Petrabytes' extension of RTDIP, contributed back to the open OSDU standard.
Unified well, production, and reservoir data engineers can actually query — geomechanics, flow assurance, and reservoir monitoring on one governed foundation.
Audit trails, entitlements, and lineage built into the platform's five-layer security model — not bolted on after the fact.
A legacy subsurface archive spanning well records and seismic surveys, migrated into a governed, OSDU-compliant foundation using PIEScale's ingestion pipeline.
PIEScale's Transformer and ingestion framework processed the archive directly — no custom migration scripts written from scratch for this dataset.
Fully compatible with OSDU while supporting custom schemas OSDU alone doesn't cover.
MCP servers work with any MCP-enabled assistant — no lock-in to a single AI vendor.
Petrabytes' RTSS real-time streaming work has been contributed back to OSDU itself, supported by Shell & Chevron.
30–35% lower total cost of ownership than a traditional split-vendor OSDU deployment.
Recognized in the Hart Energy Technology Showcase alongside C3 AI, SLB, and Palantir.
Upstream, midstream, downstream, and renewables all served by the same governed foundation.
PIEScale sits below analytics, visualization, and AI tools — governing the data they receive so every insight and model is grounded in trusted data.
See the platform itself — the five components, the ingestion and governance framework, and how it applies to your energy data.
Explore PIEScale →Scoped engineering engagements — subsurface modernization, real-time streaming, AI deployment, or platform operations.
Explore Services →A 30-minute discovery call, grounded in your actual subsurface, production, and operational data — built around the decisions your teams are trying to make faster.