We design and build reliable systems that handle real operational workflows in your organisation.
Vellum Systems designs, deploys, and operates AI systems built for production — with controls, audit trails, and human approval where it matters. Your data stays in your environment. Your team owns the system.
Engineered for environments
where reliability matters.
Most AI deployments degrade after launch. Models change, sources shift, workflows evolve, and systems built without architectural discipline drift toward unreliability. Vellum systems are engineered to last.
Layered architecture
Deterministic orchestration, schema-driven contracts, and clear separation between collection, processing, and delivery.
Production-grade
Checkpointing, partial-success handling, retries, and observability built in. Systems that survive their first quarter.
Governance by design
Human approval gates, audit trails, and role-based controls integrated at the architectural layer, not bolted on after.
Your infrastructure
Deployed on your cloud, on-premise, or in air-gapped environments. You own the system, the data, and the keys.
From scoped pilots
to bespoke platforms.
Every engagement begins with a written architecture. Implementation follows from a clear design.
Discovery Blueprint
A paid scoping engagement that produces a written architecture, integration plan, and fixed scope of work for the build phase.
Learn moreAgent System
A multi-agent system or coordinated personas with a dashboard, integrated into your operational stack to support recurring workflows.
Learn moreBespoke Platform
A custom platform built to specification — multi-agent orchestration, bespoke integrations, optional on-premise deployment, SLA-backed support.
Learn moreFour systems.
Four operational problems.
Vellum Systems is not built around a single template. The same architectural discipline supports intelligence production, commercial operations, opportunity workflows, and intake management.
Vellum Intelligence
A multi-agent regulatory and geopolitical intelligence platform with two coordinated cores, specialist agents, a layered deterministic architecture, quality assurance, and human approval gates.
View case studyCommercial Command Centre
An end-to-end operating dashboard for lead discovery, outreach drafting, approvals, client tracking, proposals, revenue visibility, and operational health monitoring.
View case studyOpportunity Intelligence System
A private workflow that monitors selected external sources, identifies relevant opportunities, scores them against organisational priorities, and routes them through review and action tracking.
View case studyManaged Intake & Routing System
Incoming requests across channels — inboxes, forms, PDFs, documents — extracted, classified, routed to the right reviewer, and tracked through to closure with a full audit trail.
View case studyTell us about
your workflow.
If you have a workflow that needs structure, a process that has outgrown manual coordination, or an information flow that needs governance — we'd like to understand it.
Speak with us