Services
Graph Engineering
Model your data as a graph, and run the engine that answers your questions on infrastructure you control.
01 — Scope
Answer connected-data questions on your own infrastructure.
When we can help
- Questions about who can reach what, or what depends on what, take days of joins across separate tables.
- A graph proof of concept works on one machine, and there is no agreed way to run it in production.
- You need to choose a graph engine and have no comparison measured on your own data and queries.
- Graph compute runs and costs continuously, although investigations are occasional.
What we do
- Graph data models: what becomes an item, what becomes a connection and what stays a property
- Graph databases on Kubernetes: deployment, storage, scaling, upgrades, backup and recovery
- Graph workspaces that start when an investigation needs them and shut down afterwards
- Engine selection measured against your own data and queries rather than a published benchmark
- Cypher and SQL/PGQ queries, graph algorithms, and the API or SDK your teams call
- Access control for graph data, including permission and identity graphs
- Self-hosted deployment in your own cloud account or on premises
02 — Experience
Selected projects
Selected experience of the engineers behind Vio Engine, including work before the company was formed and through partner consultancies. Client names are withheld.
03 — Delivery
What your team can expect
- A graph model agreed with the people who ask the questions, tested against their real queries
- A deployment on your own infrastructure with documented upgrade, backup and recovery steps
- An engine choice justified by measurements on your data, with its limits written down
Platforms and tools
Chosen around your environment and requirements.
- Kubernetes and Helm
- Neo4j, TigerGraph, FalkorDB, KuzuDB and other graph databases
- DuckDB and SQL/PGQ
- Cypher
- KEDA and autoscaling
- Terraform
- Python and Java SDKs
- Snowflake, BigQuery, Databricks and Postgres as sources
Talk to Vio Engine
Tell us what you need to change, build or support.