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    • Cascadia Revenue Assurance
    • Cascadia Fee Examiner
    • Cascadia Matter Ledger
    • Cascadia Control Tower
    • Cascadia Deal Desk
    • Cascadia Finance
    • Cascadia BI Migration
    • Cascadia Staffing
    • Cascadia Pharmacy
    • Cascadia Medical Devices
    • Cascadia Clothing (Coming Soon)
    • Sibling Conflict (mathematics paper)

Aaron Robbins

Business Intelligence & Analytics Leader

Proof is the Point

Trust What You Can Test

12+ years turning messy data into decisions leaders trust — across healthcare manufacturing and quality, and ecommerce and retail, with time in supply chain, digital merchandising, and finance along the way. The expertise is in the craft, not the tooling: governance, specification, and semantic modeling — proof stakeholders can check, not a claim they have to trust. I’ve built that inside organizations, not just around them: proposing and staffing a BI function from zero, then leading programs across ten factories and 200+ stakeholders in eight countries.


The Cascadia Portfolio

Cascadia is a portfolio built to be checked, not taken on faith. Each module carries its own governance layer — certified measures, frozen baselines, a validation suite that fails the build rather than ship a number I can’t defend — so a claim on this site is a claim you can verify against the data behind it, not just read. The stack varies by problem: a governed SQL Server → Microsoft Fabric → Power BI enterprise pipeline, pragmatic local SQL Server + Power BI, lightweight Python → DuckDB/SQLite → static ECharts on real SEC, federal court, and economic data, and the program side of BI — platform migration and metric governance. The through-line isn’t the architecture; it’s that every number on every page can be tested against its source.


Featured Case Studies

Revenue Operations Analytics

Cascadia Revenue Assurance

NewLive

What a customer is contracted for and what they are billable for are different numbers. Three asymmetric timing rules — adds land at once, reductions wait for the term boundary, cancellations ride out the term — keep the two apart for up to a year, with nothing erroring and no register showing it: 5,875 licences at June 2026. Derived twice, by two engines written to be different, agreeing on every cell. Synthetic data throughout.

View Case Study Contracted is not billable

Legal Operations Analytics

Cascadia Fee Examiner

NewLive

A bankruptcy research database, a public court docket, and two task-code vocabularies — three sources, three owners, none sharing an identifier. A stated rule resolves 9 of 25 caption-to-database firm pairs; the other 16 are published with a reason, not dropped. Reported at its actual state: 48 of 216 eligible cases searched so far.

View Case Study Three systems, one firm, no shared key

Legal Operations Analytics

Cascadia Matter Ledger

Live

Eleven million public federal civil case records, frozen and hash-verified, modelled into certified legal-operations measures — then a scheduled pipeline that re-asserts its own invariants twice a day, reconciles against the frozen baseline, and publishes the failures. Ask it one ordinary question and the ungoverned answer comes back negative.

View Case Study Can this number be trusted?

Supply Chain / Distribution-Centre Governance

Cascadia Control Tower

Live

Three fill rates computed from one dataset, all arithmetically correct and 7.0 points apart — and a split-shipment cost that none of them measures. Certifies one definition, prices the leak against a modelled no-split counterfactual, and shows why no single split threshold works across two banners. Synthetic operations, anchored to BLS, Census and SEC data.

View Case Study Fill Rate & Split Cost

Pricing Governance / Financial Analytics

Cascadia Deal Desk

Live

Multi-quarter pricing agreements as a governed dataset rather than a signed PDF — every quote line matched to the agreement in force on its own date, the gap priced in dollars, and a materiality threshold you calibrate before you automate an alert. Synthetic data throughout.

View Case Study Exception Report Customer Margin

Financial Analytics

Cascadia Finance

Live

FormFactor (NASDAQ: FORM) GAAP financials from SEC EDGAR XBRL — an executive close pack in Python → SQLite → static ECharts, with frozen-snapshot governance and explicit GAAP-vs-non-GAAP labeling.

View Case Study Exec Pack Margin Walk Peers 2026 Q2 10-Q

BI Leadership / Governance

Cascadia BI Migration

Playbook

A 24-week program to migrate an organization off legacy BI onto a governed, AI-assisted platform — certified metric layer first, parity QA as the deliverable, wave-by-wave sunset. An illustrative program design.

View Case Study

Healthcare / Staffing Marketplace

Cascadia Staffing

Complete

Contingent-labor economics for 14,362 U.S. nursing facilities on CMS payroll data — 21M staffing records, contract vs. employee hours by role and day, with a certified-measure governance layer validated against independent SQL.

View Case Study

Healthcare / Pharmacy

Cascadia Pharmacy

Complete

GLP-1 spending trends (CMS Medicare Part D) and adult immunization coverage (CDC), with a messy/incomplete-data cleaning showcase.

View Case Study

Manufacturing

Cascadia Medical Devices

Complete

A dimensional model over 5.9M production events plus real NASA turbofan sensor data, tracing a root-cause story from station degradation to on-time delivery.

View Case Study

Retail

Cascadia Clothing

Coming Soon

Demand, merchandising, and fulfillment analytics for a retail apparel scenario.

Preview


Beyond the Portfolio

Mathematics · A pet project

The Combinatorics of Sibling Conflict

Preprint

Not an analytics module — a short mathematics paper. The number of ways n children can take sides against each other, with the rest uninvolved, is (3n − 2·2n + 1)/2, the Stirling number S(n+1, 3). Of the 25 ways four children can, 6 are one against one; of the 3,025 ways eight children can, 28 are.

Read It The Paper (PDF)


Learn about the Cascadia architecture →

© 2026 Aaron Robbins