Data & AI Services

Get more out of the systems you already run.

We optimize and support the ERP you run today, build the data platform around it, and develop the reporting your team works from. Twenty years inside construction finance, doing the work rather than advising on it.

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What we do

One engineering team, across the whole stack.

Most engagements touch more than one of these. Cleaner ERP data makes the platform work better, a solid platform makes reporting faster, and good reporting is where AI starts to pay off.

ERP implementation

New system deployments and optimization of the one you already run. Job cost, AP, AR, GL, payroll, and subcontracts configured for how construction actually operates, with the process work that makes it stick.

Data platform

Databricks and Microsoft Fabric lakehouse builds, migrations, and the medallion architecture underneath. One place where financial, project, and operational data live together and agree with each other.

Pipelines and integration

ETL and ELT pipelines, system integrations, and the incremental loads that keep them current. Getting data out of the systems that hold it and into the shape reporting needs.

Power BI consulting

Semantic models, DAX, calculation groups, paginated reports, and workspace governance. Custom development for teams who have outgrown what the default modeling approach can carry.

AI readiness

An honest assessment of whether your data can support what you want AI to do, and the governance, quality, and structure work required first. Usually the answer is not yet, and this is the list.

Data agents

Agents that answer questions against your own governed data, built on the semantic layer rather than pointed at raw tables. Grounded in the model your team already trusts.

Capabilities

The work, in detail.

ERP and business systems

Viewpoint Vista Job cost AP and AR General ledger Payroll and HR Subcontracts Process design Data migration

Data platform

Databricks Microsoft Fabric Lakehouse architecture Delta Lake Medallion layers Warehouse migration SQL modeling

Pipelines and integration

ETL and ELT Incremental loads API integration Orchestration Data quality checks Change tracking

Reporting and analytics

Power BI semantic models DAX Calculation groups Tabular Editor XMLA endpoints Paginated reports Row-level security Workspace governance

AI and agents

AI readiness assessment Data preparation Semantic grounding Data agents Governance and access Evaluation

Built in your environment, ready for your team.

We work in the platforms your team already runs. Everything we build stays in your tenant, on your licenses, documented well enough that your team can extend it themselves.

Microsoft Fabric

Lakehouse, warehouse, pipelines, and semantic models in one tenant.

Databricks

Delta Lake, SQL warehousing, and production pipeline orchestration.

Power BI

Semantic modeling, DAX, paginated reporting, and governance at scale.

Construction ERPs

Deep work in Viewpoint Vista, plus integration with the systems around it.

How we work

Scoped tight, delivered in production.

Engagements are sized to a problem you can name, not an open-ended retainer. Every phase ends with something running in your environment.

Assess

We look at the systems, the data, and where reporting breaks down today. You get a written picture of what is actually there.

Scope

A defined body of work with a fixed outcome. If the honest answer is that a smaller piece solves most of it, that is the scope.

Build

We work in your environment, on your licenses, in increments you can see. No black box, no six-month silence.

Hand off

Documentation, walkthroughs, and enough context that your team can maintain and extend it without calling us.

Tell us what you are running.

Send us the systems, the stack, and where the reporting falls apart. We will tell you what the work actually looks like, including when it is smaller than you expected.

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