— Services · data, demand and product

From the data layer to the demand layer, built by one team.

Most firms hand you a platform or a campaign. We build the governed data underneath, the content and automation that create demand on top of it, and the software that carries both. One team, one method, one accountable number at the end.

Sources conformed into one governed lakehouse pipeline

— The offer · three capabilities

Three capabilities, sold as fixed-scope MVPs.

Each one ships something your board can sign off on. Most engagements start with one and pull in the next.

Medallion architecture bronze silver gold lakehouse layers

Data platform

Databricks, lakehouse and orchestration

The governed foundation everything else depends on.

  • Medallion architecture — bronze, silver, gold
  • Pipelines, orchestration, failure recovery
  • Warehouse-to-lakehouse migration
  • Unity Catalog, lineage and data quality
  • Platform cost and performance

Databricks consulting services →

Demand engine scorecard for content and marketing automation

Demand

End-to-end content and marketing automation

Brand and demand run as a system, not a monthly retainer of tasks.

  • Content strategy, production and publishing at scale
  • Visibility in AI answers as well as search results
  • Campaign and lifecycle automation, wired to the CRM
  • Attribution that survives the zero-click era
  • Brand and messaging architecture

Web and software products connected to governed data

Product

Web, software and AI agents

The surfaces your customers and your team actually touch.

  • Web platforms and design systems
  • Internal tools and customer-facing applications
  • AI agents grounded in your own governed data
  • Integrations across ERP, CRM and BI
  • A handover your team can run without us

— The method · AIM-IT

The same five phases, whatever the capability.

Assess

Find the real constraint before anyone builds anything.

Innovate

Design the target flow, not the one the old tool forced on you.

Model

Prove it small, on real data, with the numbers written down.

Implement

Ship it into production with your team in the room.

Track

A control plan, so the gain is still there in ninety days.

— Entry points

Where to start.

Fixed scope, published entry prices, and a 60-Day Ship Guarantee on every one.

AIMSolve

Fix the workflow before you automate it. Charter plus a one-to-two week MVP.

From $2,500

AIMContext

The governed data foundation — lakehouse, medallion layers, a 14-day MVP.

From $3,500

AIMGrowth

Content and demand built as a system, visible to search engines and answer engines alike.

From $1,500

Tell us the number that is not moving.

One call. We will tell you which of the three layers is actually holding it back, and whether we are the right firm to fix it.