Services | Virtus Solutions

Services

Virtus Solutions works across data engineering, AI engineering and analytics. Each service can be taken on separately. Together they make up one architecture: a data warehouse for the numbers and a knowledge repository for what the organisation knows, connected, tested and kept current, with dashboards, applications and AI agents built on top.

data platforms modelling ai engineering economics and policy

Data engineering

A data warehouse for your organisation, kept current by tested pipelines with a visible run history.

Includes	Ingestion from finance, operational and SaaS systems, using managed connectors where they fit and code where they do not Transformations with tests on every model, and the last successful run visible to the people who rely on it Role-based access, masking and row access policies Documentation of what is held and how it flows
Tools	dbt · Coalesce · Fivetran · Meltano · Snowflake · Apache Iceberg · DuckDB

Modelling and data products

Models that match how the business works, so reports, spreadsheets and AI tools give the same answer.

Includes	Kimball dimensional models that BI tools can read directly Data products with a named owner and tests Xero integrations that bring the ledger, invoices and payments into the warehouse Reporting in the tools your people already use
Tools	Kimball · dbt · Xero API · Power BI · R Shiny · Quarto

AI engineering

End-to-end AI agents built for your organisation, on data that is current, documented and permissioned.

Includes

A check of whether the data is current, documented and safe to expose to a model
Agents that know your data pipelines and can explain where a number comes from
Agents that propose new sources, models and fixes, with every change tested and reviewed by a person before production
Agents that draw on your definitions, documents, decisions and procedures to answer questions in context
Scoped access, logging and an evaluation set agreed before release
A person approving anything that writes, sends or spends

Tools

Python · Vector search · LLM APIs · Evaluation

Economics and policy analytics

The engineering behind economic and policy work, so the analysis can be updated, checked and delivered.

Includes	Analytical dashboards and APIs for economists and policy teams Cost-benefit and impact modelling, following Treasury's CBAx guidance where it applies Spatial analysis covering census, accessibility and small-area geography Research code turned into tested R packages with repeatable deployments
Tools	R · Shiny · Plumber · Docker · Quarto · PostGIS · Python

Contact

To discuss a project, use the contact form.

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