# Techne Path · People and operational data consultancy Techne Path is a people and operational data consultancy: custom dataset architecture, interactive data visualization, and machine-readable workflow specification. ## Research papers ### [UKG API Procedure Mapping | Techne Path](https://technepath.com/papers/UKG-API-SP-Mapping.html) *2026-11-02* · *Decision Dashboard* · Scott Isaacson An evidence-based mapping of 353 UKG OpenAPI endpoints to candidate SQL Server stored procedures. ### [Cancer: Rate and Reality | Techne Path](https://technepath.com/papers/CancerRiskandCancerDeathRates.html) *2026-10-31* · *Decision Dashboard* · Scott Isaacson Why U.S. cancer deaths can rise while the cancer death rate falls. An interactive, visual explanation of counts, rates, population growth, and aging. ### [When a Score Is Not a Fact | Techne Path](https://technepath.com/papers/probabilistic-text-classification.html) *2026-10-26* · *Decision Dashboard* · Scott Isaacson A plain-English, interactive guide to probabilistic text classification using fictional data and worked calculations. ### [Reading the Signals Behind an Anonymous Profile](https://technepath.com/papers/Bayes-Theorem-and-how-often-it-can-be-wrong.html) *2026-10-22* · *Decision Dashboard* · Scott Isaacson How a Bayesian model reads public Facebook posts to estimate the odds an account belongs to a senior Republican man. ### [Who Posts a Price Near Salem, NH](https://technepath.com/papers/salem-heating-oil-price-board.html) *2026-10-22* · *Decision Dashboard* · Scott Isaacson ### [Heating Oil Prices, Salem NH 03079](https://technepath.com/papers/salem-heating-oil-field-note.html) *2026-10-19* · *Decision Dashboard* · Scott Isaacson At Techne Path we can query every public page on the internet in a few seconds. When our founder's heat went out, we went to work. A Techne Path field note comparing website-listed home heating oil pricing for Salem, NH 03079: twelve dealer listings from $5.499 to $5.90 per gallon, gathered October 18, 2026. B&H Oil of Salem posted the lowest cash price at $5.499; the author's supplier, MacLellan Oil of Tewksbury, posted $5.799, the highest of the five dealers that publish prices on their own sites. ### [Arazzo in HR-Tech · A Techne Path Field Guide](https://technepath.com/papers/all-about-arazzo.html) *2026-10-18* · *Data Foundations* · Scott Isaacson Payroll is a chain of API calls, not a single request, and until now, nobody wrote that chain down. The Arazzo Specification changes that, turning messy HR-Tech integrations into documents that humans can read, machines can run, and AI agents can be trusted with. Here's how it works, the tooling making it real, and why your workforce systems are about to run on it. ### [Elon Musk Flying Car Attribution Index | Techne Path](https://technepath.com/papers/Why-Does-Everyone-Believe-Elon-Musk.html) *2026-10-17* · *Just For Fun* · Scott Isaacson A Techne Path state-by-state visualization of estimated Elon Musk flying-car attribution bias. ### [B&H Oil Leads Salem, NH at $5.499](https://technepath.com/papers/Salem-Oil-Pricing.html) *2026-08-18* · *Decision Dashboard* · Scott Isaacson A plain-language Techne Path report: we tried to double-check a research paper that teaches AI to write medical scan reports. Here's what held up, what we couldn't test, and why it matters for anyone who ever gets a scan. ### [03079 Heating Oil Prices](https://technepath.com/papers/Day-1-Find-the-cheapest-heating-oil.html) *2026-08-17* · *Decision Dashboard* · Scott Isaacson At Techne Path we can query every public page on the internet in a few seconds. When our founders heat went out, we went to work. A Techne Path field note comparing website-listed home heating oil pricing for Salem, NH 03079. ### [Checking an AI That Reads CT Scans · A Reproduction Report](https://technepath.com/papers/training-ai-to-read-CT-SCANs.html) *2026-08-15* · *Data Foundations* · Scott Isaacson A plain-language Techne Path report: we tried to double-check a research paper that teaches AI to write medical scan reports. Here's what held up, what we couldn't test, and why it matters for anyone who ever gets a scan. ### [The Blueprint Prompt · Architecting Production-Ready Scrollytelling with AI](https://technepath.com/papers/Prompting_Blueprints.html) *2026-07-04* · *Prompting* · Scott Isaacson How to reverse-engineer data schemas, visual tokens, and acceptance tests to build complex, interactive web stories. An educational guide for designers and developers. ## Field projects ### [UKG API Docs Hub](https://ukgdocs.sisaacson.io) After two decades building integrations on Kronos and UKG platforms, I wanted a faster, machine-readable way to work with their API surface, so I built one. The hub mirrors every published UKG Pro HCM and Pro WFM OpenAPI spec, synced nightly from the official developer portal: rendered reference, raw patched JSON, and an llms.txt index for anyone automating against the full 3,000+ operation surface.