Keep every AI action across every asset and system signed, logged, and ready for the regulator, the insurer, or investigator.
Built for Field Operations
Most AI platforms were not built to answer for what they do. V-Stela gives your operation the record that can.
The Integration Ceiling
The Problem:
A modern operation runs on dozens of vendor systems. No standard AI session can reach all of them without losing the ability to reason across them.
Our Solution:
V-Stela’s semantic index loads only the tools the task requires, keeping your entire operational stack reachable from a single AI session without performance loss.
The Audit Gap
The Problem:
When a regulator, insurer, or incident investigator arrives after a well control event or pipeline release, most AI deployments cannot produce a defensible record.
Our Solution:
Every action routed through V-Stela lands in a signed, append-only audit trail structured for BSEE, PHMSA, and HSE inquiries. The record exists because the architecture requires it.
The Data Sovereignty Gap
The Problem:
Sending operational data to a vendor cloud for AI inference breaks data residency requirements for operators and oil companies around the world.
Our Solution:
V-Stela runs inside your perimeter. On the rig, at the field office, or in the control room. Operational data does not leave unless you explicitly permit it.
Built on V-Stela
Three purpose-built tools. One sovereign platform. Every action logged and defensible from the first sensor reading to the final regulatory submission.
The Foundation
The platform beneath every nnLabs oilfield deployment. V-Stela federates your operational stack behind a single endpoint, enforces your regulatory profile on every AI request, and records every action in a signed audit trail your organization owns. Provider-agnostic by design. You choose the model.
The Calculation Layer
Built on V-Stela. 717 tools and 732 validated scientific and engineering models across 29 namespaces, reachable from a single AI session without overloading the model. Drilling, completion, production, midstream, and refinery workflows all addressable from one surface. Your data never leaves your perimeter.
The Control Room
Built on V-Stela. A regulated-industry development environment for teams building and managing multi-agent workflows inside their own perimeter. Every agent action is evaluated against your active policy profile before it executes. Compliance enforced at the build surface, not bolted on after.
Oil and Gas Industry Data
What operators, security researchers, and regulators are reporting about AI in field and industrial environments today.
Most deployments were not built to produce evidence after the fact. V-Stela’s signed audit trail exists for the moment a regulator, an insurer, or an incident investigator asks what the AI did and why.
A drilling rig alone exceeds the tool ceiling of a standard AI session. V-Stela’s semantic index solves this at the architecture level so the agent picks the right tool every time.
V-Stela is designed for any operation where the consequences of an AI error are measured in safety, regulatory, or production terms. Upstream drilling and completion, production operations onshore and offshore, midstream pipeline and terminal management, and refinery process units are all supported deployment shapes. The platform is particularly well suited for operators carrying cross-jurisdictional assets or strict data sovereignty requirements.
No. V-Stela federates the systems you already run. Your SCADA, your historians, your drilling data systems, your safety platforms, and your engineering tools stay in place. V-Stela connects them through a single endpoint so your AI can reason across all of them without operational data leaving your perimeter.
V-Stela is designed to run inside the operator’s perimeter. On a rig that means on rig hardware, with the federation optimized for offshore link economics so it remains usable on a Starlink Maritime connection. In a production field it runs at the field office or regional operations center. No part of the agent loop requires a cloud round-trip.
You do. The audit log, the policy bundle, and any locally trained adapters belong to the operator at the end of the engagement. Nothing about your reservoir, your wells, or your operational patterns enters a multi-tenant training set.
That is precisely the problem V-Stela’s in-perimeter agentic runtime is built to solve. Our engineers sit alongside your field experts, codify their diagnostic patterns as enforceable agentic policy, and run those policies on your hardware. The knowledge stays with the operation after the person leaves.