Case studies & finished products
Where the Work Is Shown
Full case studies of recent client work, plus apps and tools available to use.
Where This Fits
Main site: avanalytics.ca for the practice and the four shapes of work.
Lab: deeper write-ups and finished tools.
Case studies
Real Work, Written Up in Full
- Analysis & Research15,873 transformers analyzed
Predicting Electrical Transformer Failure Risk
Three models compared to flag at-risk distribution transformers before they fail, using a public 15,873-transformer dataset.
Read the full case study → - Analysis & Research331 positions audited (synthetic)
Wealth Management Book-of-Business Audit
Auditing an advisory practice's book for true fund count, direct preferred-share exposure, and household-concentration risk, on a fully synthetic dataset.
Read the full case study → - Decision Infrastructure152-day season, live dashboard (synthetic)
Resort Operations Dashboard & Data Pipeline
A live, interactive dashboard and the ETL pipeline behind it, unifying lift-ticket visitation, weather/snow, lift downtime, and staffing for an independent ski resort into one recurring view.
Read the full case study → - HospitalityLive · ~1,000 visitors / 7 days
Berber Stay & Berber Food
Two linked marketing sites for a Moroccan homestay and on-site restaurant. Pro-bono. Owner runs the whole CMS.
Read the full case study →
Method
A Regulatory Filing, End to End
An illustrative walkthrough of how the shapes fit one job: pull the outage, asset, and settlement records out of the systems you already run, analyze what the filing needs, then leave a pipeline behind so next year's submission is a query, not a scramble.
Gather
A pipeline that pulls outage, asset, and settlement records out of the systems you already maintain.
Analyze
The numbers, tables, and supporting evidence the filing asks for, checked and reproducible.
Leave running
A pipeline for year-round upkeep, so next cycle is a query.
Filings this fits
OEB
Ontario Energy Board
Annual filings, rate applications
IESO
Independent Electricity System Operator
Settlement reconciliation, market data
BCUC
BC Utilities Commission
Rate applications, compliance filings
Supports your filing team. Doesn't replace your lawyer, P.Eng, or the person who signs the submission.
Products
Finished Tools
Each earns its place. New work appears here only when it ships.
- macOS applicationIn development
Canopy
Native macOS productivity shell for ADHD-shaped workflows. Today dashboard, quick capture, focus timer, Apple Calendar sync, on-device Apple Intelligence, no cloud, no account. Ships as a free DMG.
- Workflow toolComing soon
Photo Ingest & Culling Pipeline
Automated camera-to-archive pipeline that uploads to a private server.
- ReservedComing soon
Future Product
A placeholder for the next finished tool shipped through Arbutus.
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