Regulated teams need AI they can prove, not just AI they can access.
V-Stela verifies, logs, and defends every AI action inside your compliance and data boundaries.
The Product Suite
Built on V-Stela.Â
Fine-Tuned for Regulated Work.
Each product runs inside the V-Stela gateway, inheriting its audit trail, compliance enforcement, and sovereign deployment model from the start.
The Foundation
V-Stela enforces policy, routes tool calls, and preserves the evidence trail across every AI request inside your environment. It is the foundation every other product in the suite runs on.
The Paper Trail
Built on V-Stela, Lexicon handles drafting, redlining, citation verification, and defensible work product for legal teams operating inside the V-Stela perimeter. Every action is logged and attributable.
The Calculation Layer
Built on V-Stela, Functo serves oil and gas, industrial operations, and research teams with 717 validated scientific models and fine-grained tool access inside the gateway. No proprietary asset data leaves the operator perimeter.
The Agent Floor
Built on V-Stela, Itercrux IDE gives teams building multi-agent workflows a governed environment that keeps every agent action inside the customer perimeter with a full evidence trail intact.
The Spoken Record
Built on V-Stela, Spiro per Verbum handles hands-free work, consent capture, and auditable spoken workflows. Every voice interaction produces a signed record available for review or regulatory submission.
The Foundation
V-Stela enforces policy, routes tool calls, and preserves the evidence trail across every AI request inside your environment. It is the foundation every other product in the suite runs on.
The Paper Trail
Built on V-Stela, Lexicon handles drafting, redlining, citation verification, and defensible work product for legal teams operating inside the V-Stela perimeter. Every action is logged and attributable.
The Calculation Layer
Built on V-Stela, Functo serves oil and gas, industrial operations, and research teams with 717 validated scientific models and fine-grained tool access inside the gateway. No proprietary asset data leaves the operator perimeter.
The Agent Floor
Built on V-Stela, Itercrux IDE gives teams building multi-agent workflows a governed environment that keeps every agent action inside the customer perimeter with a full evidence trail intact.
The Spoken Record
Built on V-Stela, Spiro per Verbum handles hands-free work, consent capture, and auditable spoken workflows. Every voice interaction produces a signed record available for review or regulatory submission.
The Control Problem
Teams are already running AI across documents, systems, and workflows. Leadership usually cannot see what data went in, which tools were used, how the output was produced, or whether the action followed policy.
V-Stela turns each of those gaps into a control your security, legal, and compliance teams can inspect.
Governed Execution
V-Stela sits between AI models, internal tools, policies, and data. Every request is routed through a semantic index, checked against the active compliance profile, executed inside the approved environment, and captured in a signed audit log.
Every Request Routed Through the Approved Stack
V-Stela's semantic index matches each AI request to the correct tool, data source, and execution environment before anything runs. Nothing reaches a model or data store without passing through the gateway.
Every Call Checked Against Your Active Compliance Profile
Policy changes take effect on the next request with no redeployment required. V-Stela enforces the compliance profile in force at the moment of execution, not at deployment time.
Every Action Captured in a Signed, Tamper-Evident Log
V-Stela writes a structured, signed audit entry for every call, including the model used, the tool invoked, the data accessed, and the output returned. The record stays inside the customer perimeter.
Customer-owned
Policy enforced
Signed on every call
Industry Focus
Every industry has its own compliance profile, evidence requirements, and operational constraints. V-Stela is configured for each one.
Oil and Gas
Government
Legal
Healthcare
Proof at Scale
The nnLabs architecture is designed for the scale and complexity of regulated enterprise environments, not simplified sandbox use cases.
MCP Servers Federated
Tools Across Functo
Validated Scientific Models
nnLabs is opening a limited design partner cohort for regulated teams that need AI control, auditability, and sovereign deployment. Partners receive direct access to the founder and engineering team, named input into the roadmap, and a structured path from discovery to sandbox POC to pilot.
See It In Action
Built inside the same clinical environment where nnLabs was founded, Plessen Healthcare is our planned first institutional deployment. It is the proof of concept that lends itself to legal, oilfield, and government service operators.
We see the value of AI in healthcare, but it has to be handled carefully. V-Stela and nnLabs gave our team a way to explore AI in our daily workflows while keeping patient privacy, documentation, and accountability at the center.
