Demo kits

A data model, instance data, and competency questions with expected answers, ready to load into a free Fluree ledger in about two minutes. One kit per industry, extended over time with optional modules.

Consumer Goods

A fictional manufacturer, Meridian Foods Group, midway through a cocoa supply disruption: contracts, promotions, retailer agreements, and the documents that connect them.

Promotion ROI which trade promotions made money, and what that verdict rests on
Agreement limits what a retailer contract lets you change, before you negotiate
Cost exposure trace a commodity move through recipes to the promotions it sinks
Upstream trace farm plot to finished pallet, including where traceability stops
Early warnings the signals sitting in documents months before a disruption

Standards and data sources

GS1 Web VocabularyGS1 EPCIS 2.0USDA FoodData Central (CC0)

35 classes · 413 entities · 26 questions · 42 KB download

Explore the Kit

Promotion

Product

Retailer

Cocoa

Supplier

exposedTo

How each module runs

Financial Services

A fictional mid-market lender, Coppermill Bank, as one borrower deteriorates: facilities, covenants, ratings, KYC, and the documents that saw it coming.

Full exposure a borrower’s position across facilities, covenants, and ratings
Covenant headroom catch the breach while there is still room to act
Early warnings which signals were on file, and how early
Decision trail tie a credit decision to the evidence behind it
Audit access answer auditors without exposing pricing or personal data

Standards and data sources

FIBO Business EntitiesGLEIF LEI corpus (CC0)

19 classes · 171 entities · 18 questions · 21 KB download

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Borrower

Facility

Covenant

LEI

Document

cites

How each module runs

Pharmaceuticals

A fictional generics manufacturer, Fennelmoor Pharmaceuticals, working an impurity investigation: API lots, batch genealogy, deviations, market registrations, and the recall decision.

Batch genealogy an ingredient lot forward to every batch, shipment, and market
Recall scope size it in units and countries before the clock runs out
Early warnings which audit findings and test trends predicted the failure
Decision trail tie a hold, release, or recall to its exact evidence
Partner access batch visibility without exposing open investigations

Standards and data sources

openFDA drug listings (public domain)

15 classes · 146 entities · 15 questions · 18 KB download

Explore the Kit

Batch

API Lot

Deviation

Market

Supplier

consumedLot

How each module runs

What They Are

Three things in every kit

A kit is not a video or a sandbox tour. It is data, a model, and questions, packaged so you can load it and check the answers yourself, on your own machine or in a free workspace.

A loadable knowledge graph

A standards-based model, a fictional company’s operations, and where a clean license allows it, real external records. Import into a Fluree ledger in about two minutes.

Questions with expected answers

Competency questions in plain English, with the answers the data supports. Ask them, compare, and check that responses are grounded rather than guessed.

Free to run, two ways

A hosted Fluree workspace with the AI agent built in, no credit card, or the Fluree CLI installed with Homebrew for direct queries and scripting.

Questions

Want a guided run?

For a walkthrough of any kit, or to talk about running the same patterns on your own data, contact us.