Everything you need to know about V-Stela, how it deploys, and what it means for your organization.
V-Stela is a federated AI gateway and sovereign agentic runtime built for regulated industries. It connects your existing systems behind a single AI endpoint, enforces your compliance policy on every request, and records every action in a signed audit trail your organization owns. The model is your choice. V-Stela is the consistent policy and evidence layer beneath it.
No. V-Stela federates the systems you already run. Your existing platforms, databases, and tools stay in place. V-Stela connects them through a single endpoint so your AI can reason across all of them without sensitive data leaving your perimeter.
Yes. V-Stela is provider-agnostic. The compliance gate, the policy profiles, and the audit trail do not depend on any specific model vendor. If a frontier vendor changes their terms, pricing, or data handling, your deployment continues operating on the same policy framework with a different model underneath it.
You do. The audit log, the policy bundle, and any locally trained adapters belong to your organization at the end of the engagement. Nothing about your data, your clients, or your operational patterns enters a multi-tenant training set.
V-Stela uses configurable policy profiles that define which regulatory frameworks apply to a given deployment or session. Profiles in production today include HIPAA, HITRUST, ISO 20022, GDPR, the EU AI Act, and DORA. Adding a new framework is a configuration step, not a re-architecture.
The engagement is staged so the first step carries no obligation. It starts with a one-hour mutual NDA consultation, moves to a scoped fixed-fee pilot with defined IP and cost-sharing boundaries agreed in writing, and then into a productized partnership once the pilot results are in hand.
Specific questions about how V-Stela performs inside legal, healthcare, government, and oil and gas environments.
Legal
V-Stela is designed for any practice where the stakes of an AI error are professional, not just operational. AmLaw 200 firms, sophisticated mid-market practices, and in-house legal teams at regulated enterprises are the primary fit. The platform is particularly well suited for firms carrying cross-border matters, health sector representations, or clients with strict outside counsel guidelines.
No. V-Stela federates the tools you already use. Your document management system, research platforms, contract lifecycle tools, and e-discovery environment stay in place. V-Stela sits between them and the AI, connecting everything through a single endpoint without requiring you to rip and replace your current investments.
Policy profiles are configurable per deployment and per matter. Every AI request is evaluated against the active profile before it executes. Permitted actions are stamped. Denied actions are recorded. The evidence exists because the architecture requires it.
A complete, signed record of every AI action on the matter, tools called, policy profile active, inputs and outputs, and the policy decision for each action. Output documents carry an embedded fingerprint proving provenance and detecting any post-export modification.
The founding design partner cohort is structured around a fixed-fee pilot with a two-week letter of intent and a defined scope before any production data is involved. The engineering team works alongside your team through integration rather than handing off documentation and stepping away.
Oil and Gas
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.
V-Stela is designed to run inside the operator’s perimeter. On a rig that means on rig hardware, 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.
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.
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.
Healthcare
Most HIPAA-compliant AI vendors address data security at the storage and transmission layer. V-Stela enforces compliance at the AI request surface itself, meaning every request the AI makes is evaluated against your active policy profile before it executes. The audit trail captures every action in a format structured for OCR inquiries, malpractice carriers, and CMS reviews, not just breach notification.
No. V-Stela federates the systems you already run. Your EHR, your documentation platform, and your administrative tools stay in place. V-Stela connects them through a single endpoint so your AI can reason across all of them without PHI leaving your perimeter.
Consent is captured before every session through a jurisdiction-aware prompt. Two-party consent scripts are built for California, Florida, Illinois, Massachusetts, Pennsylvania, and Washington. The consent record lands in the same signed audit trail as every other interaction on the platform and is structured to survive discovery.
Because V-Stela is provider-agnostic, a vendor change does not require rebuilding your compliance posture. Your policy profiles, your consent workflows, and your audit trail continue operating on the same framework with a different model underneath it.
Government
Most commercial AI platforms were built for enterprise productivity and adapted for government use. V-Stela was designed from the ground up for environments where the accountability of every AI action is a non-negotiable institutional requirement. The signed audit trail, the sovereign perimeter, and the per-request policy enforcement are architectural properties, not add-on features.
Yes. V-Stela is deployable on-premise, inside a sovereign cloud, or in a fully air-gapped environment with no external dependencies. The model, the policy engine, the agent loop, and the audit trail all run inside the boundary the institution defines. Nothing leaves that boundary unless explicitly permitted.
V-Stela’s federation model allows multiple institutional environments to connect through a shared policy surface while each retaining full control over their own data and audit records. Cross-boundary data flows are governed by explicit policy artifacts that each party writes and signs off on before any data moves. The audit trail at each end is independently owned and independently defensible.
The institution does. The audit log, the policy bundle, and any locally configured adapters belong to the deploying government or intergovernmental body. Nothing about your data, your decisions, or your institutional workflows enters a multi-tenant training set or a vendor’s model improvement pipeline.
V-Stela’s compliance gate is configurable against the regulatory and governance frameworks that apply to a given deployment. The EU AI Act, GDPR, and DORA profiles are in production today. National frameworks and intergovernmental standards are added as configuration rather than re-architecture. The audit trail produces the evidence base a conformity assessment, a legislative review, or an international audit would require.