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Case Studies

AI & BI case studies, proof in production

Real businesses, real systems, real outcomes. Every engagement starts business first, is built on an ontology-first foundation, and leaves the organization AI ready.

Browse the studies See the method
Johanson Transportation Chicago Intermodal IRWD COFI Nature’s Path Governed foundation
One governed foundation. Every engagement hangs off it.
Logistics Johanson Transportation

Freight documents in seconds, answers inside the customer’s own dashboard

4AI products in production on one governed platform
  • Anthropic Claude
  • Power BI
  • Outlook
  • Microsoft 365 SSO
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Logistics Chicago Intermodal

Load tenders become complete TMS orders in about a minute, around the clock

<1 minfrom tender acceptance to a complete order in the TMS
  • EDI X12 204/990
  • Anthropic Claude
  • Microsoft Teams
  • Azure
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Water & utilities IRWD

Maintenance data turned into a decision system, driver by driver

5business drivers, each with measures, a target and an owner
  • Power BI
  • Governed model
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Forest products COFI

From weekly spreadsheet marathons to on-demand forestry dashboards

20days from manual reports to real-time dashboards
  • Python
  • SQL
  • Power BI
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Food & CPG Nature’s Path

One shared view of which innovations to continue, improve or retire

1shared dataset behind every innovation decision
  • Power BI
  • SharePoint
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Your business next

Tell us what your team loses the most time to.

We’ll map it business first, define the ontology behind it, and show you what AI-ready looks like for your data.

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The method

Three principles, visible in every study

1

Business first

We start with the decision or the customer promise, not the tool. If a dashboard or an agent doesn’t change a business outcome, it doesn’t get built.

2

Ontology first

We define the things your business runs on (customers, shipments, products, members) and how they relate, once, so every report and every AI agent reads the same truth.

3

AI ready

Structured, governed, queryable data is data an AI can use. We build the foundation so AI arrives without rework, whether it ships on day one or next year.

Ready to be the next case study?

Book a call and we'll show you where a business-first, ontology-first, AI-ready approach would pay off fastest in your operation.

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