Petrabytes — Build the Trusted Data Foundation for Enterprise AI
AI Enablement for Scientific Data

Build the trusted data foundation
for enterprise AI.

Energy companies have the data. They don't have it in a form AI can use. We fix that — and deploy production-ready AI agents on top of it, in weeks.

Well Logs Seismic Reservoir DTS & DAS SCADA Production OSDU 3rd-Party PIEScale® PIEScale IQ Ingestion & Subsurface Mgmt PIELake Scientific Data Foundation PIE*Agents Domain Agents & MCP Servers PIEView Scientific Visualisation PIEFlow Workflow Integration 5-Layer Security · OSDU-Aligned · Any Cloud · 309 Wells / 3 hrs · 2.9TB Seismic / 6 hrs Engineers Search & Discovery AI Agents MCP · Any Assistant Applications APIs · Dashboards Workflows PIEFlow SEG-Y · LAS · DLIS · WITSML · PRODML · RESQML · GeoJSON · OSDU

Partners & ecosystem across cloud, storage, and standards bodies

AWS
Microsoft Azure
Databricks
Google Cloud
Snowflake
AVEVA
Qumulo
OSDU Forum
Hart Energy 2024
Shell
Chevron
AAPG
AWS
Microsoft Azure
Databricks
Google Cloud
Snowflake
AVEVA
Qumulo
OSDU Forum
Hart Energy 2024
Shell
Chevron
AAPG
The Problem

Fragmented data. Disconnected workflows.
AI that never reaches production.

Fragmented Scientific Data

Seismic, well logs, production, and sensor data scattered across legacy systems in formats that don't connect and can't be governed at scale.

Disconnected Workflows

Workflows built on inconsistent, untrustworthy data break down — eroding confidence across geoscience, engineering, and operations.

AI That Stalls Before Production

AI pilots fail not because of the model — but because the data beneath it is ungoverned, in the wrong format, or simply untrustworthy.

The Journey

From raw files to agent-ready data,
in one governed flow.

01
Extract

Connect & Extract

Every source, in place. No forced migration first.

02
Transform

Transform & Validate

Native parsers + AI-assisted schema mapping.

03
Ingest

Ingest & Govern

PIELake — lineage, quality, and entitlements built in.

04
Activate

Activate for AI

MCP servers expose governed data to any AI assistant.

How PIEScale Works

Three layers. Each one necessary.
None sufficient alone.

Layer 01 — Data Foundation

PIELake & Governed Data

Every record governed from ingestion. Five-layer security, lineage, and entitlements — enforced on every query.

PIEScale IQ PIELake PIEFlow OSDU Any Cloud
Layer 02 — Agentic Orchestration

Domain Agents & MCP Servers

Five agent categories driven by real personas — all drawing from governed PIELake data via MCP, compatible with any AI assistant.

PIE*Agents Supervisor Agent MCP Servers Vendor-Neutral
Layer 03 — Scientific Extensions

Context-Based Domain Visualisations

Query-triggered scientific widgets — GIS, 2D/3D, time-series, voice — turning any AI assistant into a true engineering workbench.

GIS Maps 2D / 3D Time-Series Voice 3rd-Party Widgets
Layer 02 — Five Agent Categories  ·  Every capability driven by real personas
🔍
Search & Discovery
Geoscientist — "wells in the Permian with a GR log"
MVP Focus
Data Processing
Data Engineer — "parse raw data and ingest"
Planned
Data Quality
Data Steward — "validate this batch before load"
Proven
Data Inference
Petrophysicist — "estimate porosity from sonic"
Evolving
AI-Assisted Interpretation
Geoscientist — "classify lithology and explain it"
Proven
Work With Us

Three ways to production AI.

PIEScale Platform

"I want to run it myself."

License the platform and deploy it with your own team — you own the roadmap and the infrastructure.

Explore PIEScale
Forward Deployed Engineering

"Prove it on our data, fast."

Fixed scope. Petrabytes engineers embed with your team, get your data AI-ready, and deploy the first agents — one deadline, no open-ended engagement.

Explore FDE
Managed Services

"Run it for us, ongoing."

PIEScale, the domain agent registry, and governed MCP servers — deployed and operated by Petrabytes as a subscription.

Explore Managed Services
Industries

Designed for industries
where data never stops.

Accelerate subsurface intelligence from the wellhead to the cloud.

Unify well, seismic, and reservoir data into a single governed foundation — bringing data closer to engineers and AI agents across upstream, midstream, downstream, and renewables workflows.

Explore Energy

Unify geological and operational data across every site.

Consolidate drill, geological, and operational datasets into one governed foundation — bringing consistency to exploration and operations planning across distributed sites.

Explore Mining

Turn real-time sensor data into governed, AI-ready intelligence.

SCADA, DTS, and grid sensor data streamed and governed in one platform — reducing the lag between signal and decision across generation and distribution.

Explore Utilities

Connect the plant floor to the data foundation.

Cross-line, cross-plant data unification lets engineering and operations teams query production data the same way they query subsurface data — through one governed foundation.

Explore Automation

Bring process and lab data into one governed model.

Unify process historian and lab datasets into a single foundation — accelerating quality, safety, and yield analysis across sites.

Explore Chemicals
Proven At Scale

Numbers, not adjectives.

18+
Years energy domain expertise
309
Wells migrated in 3 hours — Hart Energy verified
2.9TB
Seismic data processed in 6 hours
50%
More cost-effective than traditional OSDU
OSDU Contributor
Sensing Data Standard

Petrabytes contributed the Real-Time Streaming Service (RTSS) back to the OSDU Forum — extending RTDIP for real-time energy data as an open standard. Supported by Shell and Chevron. Recognized at the Hart Energy Technology Showcase 2024 alongside C3 AI, SLB, and Palantir.

Start Here

Your AI strategy starts with
data it can trust.

A 30-minute discovery call. Your data, your use case, your cloud — not a generic pitch.