Venode / Systems register
Venode develops model research, agent infrastructure and applied systems. This register states what each programme is for, where it stands and what should not yet be inferred from its work.
Read the registerProgramme register
Names remain stable while the work underneath them develops. Maturity and availability are reviewed separately so that research direction is not mistaken for a market-ready capability.
Material performance, security and availability claims will be published only when the relevant evaluation supports them.
Venode / Model research
Specialist language-model research at two different operating scales.
A compact language-model research programme focused on code comprehension, debugging and repository-scale software work.
Dataset construction, training behaviour and evaluation methods for specialist code tasks.
Training work is not a statement of production readiness or general-purpose capability.
A larger-scale model research programme for multi-step reasoning, planning, tool use and agentic workloads.
Reasoning evaluation, tool-use behaviour and the controls required for longer task sequences.
Research targets describe the programme direction. They do not imply validated capability at scale.
Venode / Agent infrastructure
Execution and orchestration systems for bounded, inspectable agent work.
A platform for coordinating agent runtimes, shared capabilities, state and verification across tools and operating environments.
Durable task state, bounded tool execution, cross-runtime coordination and independent verification.
Orchestration does not remove the need for explicit authority, evaluation or human intervention paths.
A framework for turning goals into constrained, testable task contracts for dependable agent execution and handoffs.
Task specifications, acceptance criteria, execution boundaries and verifiable handoff records.
A task contract improves control and inspectability. It does not guarantee a correct model outcome.
Venode / Applied systems
Operational and security systems designed around accountable human use.
An agent system for mapping workflows, analysing operating gaps and identifying where AI tools may provide useful, measurable support.
Workflow evidence capture, gap analysis, implementation prioritisation and accountable reporting.
Recommendations require operational validation. A mapped opportunity is not an implementation result.
A blue-team system intended to support endpoint detection, investigation and containment workflows.
Defensive telemetry, investigation support, containment controls and security evaluation.
No antivirus effectiveness, detection-rate or production-readiness claim is made while evaluation is in progress.
How to read this page
Development labels describe the current programme stage. They are not a warranty, security certification or assurance of future release.
Where a system enters controlled evaluation, its task, conditions, accountable owner and stopping criteria are established before its authority expands.
Read our AI policy and principlesA system for a real constraint
If your process is slow, difficult to see or held together by manual coordination, Venode can determine whether an existing system, a controlled build or a simpler intervention is the right response.