Fractional data engineering & product delivery

Data systems that reflect how your business actually runs.

We connect your systems, model your data, and build the tools your team runs on, for organizations whose integration and analytics backlog has outgrown their internal team.

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What we deliver

Built in your environment. Handed over documented.

Get data out of systems that were not built to share it, model it the way the business runs, and put it in front of the people making decisions.

Source system integration

Connect ERP, MES, PLM, QMS, LIMS, historians, and legacy systems that were never built to share data.

Data pipelines & modeling

Governed pipelines with lineage, documentation, and quality checks built in from the start.

Ontology & semantic modeling

Model your operations as objects and actions so applications match how the business actually runs.

Operational applications

Work order views, exception queues, traceability lookups, and approval workflows with a full audit trail.

Data quality & governance

Automated monitoring that flags anomalies and routes them to the right owner, plus role-based access controls.

AI readiness & LLM workflows

Data foundations for trustworthy AI, search over internal documents, and extraction from unstructured records.

Process digitization

Replace paper, email, and spreadsheet coordination with governed software, backed by process mining and redesign.

Team building & hiring

Define data and product roles, screen candidates, and stand up a practice you can run in house.

Operations & enablement

Ongoing support for deployed systems, with documentation and training so your team can extend them.

Tell us what's stuck.

A two-week scoped assessment is a low-risk place to start.

Get in touch