Consulting & Applied Research

Progressstarts withprecision

We help businesses automate manual work,
build useful software and make their value clear.

What we can
help you do.

We design automation, software and marketing systems around how your business works.

Automate repetitive work.

Build software around your operations.

Explain your offer and reach your audience.

Part-time marketing and technology leadership.

Lead marketing strategy and execution.

Guide technical decisions and delivery.

We agree on a roadmap, then build, test and prepare your team for launch.

01
Define the problem
Review your existing systems, explore options and agree what the project needs to achieve.
02
Plan the work
Your roadmap sets out the scope, priorities, deliverables and timeline.
03
Build and launch
We build and test with you, then hand over the tools and documentation to run it.

Fractal Education Group

Prediction research for selected
Kalshi and Polymarket markets.

Generate
Start with a defined question, named source and observation time. This historical example asks whether WTI crude oil will hit a low of $70 in October. The source record is Polymarket, outcome No, stays above $70, captured September 27, 2026 at 4:26 PM ET.
Update
Bring the research into a useful product. The historical Top Edges view compares soccer market prices with a Books reference; the coverage view shows NFL, College Football and MLB boards on Precision Algorithms. Selected markets come from Kalshi and Polymarket.
Create
An agent drafts the story from the same source. The hook, “Will WTI crude dip to $70 in October?”, leads to the reading “WTI stays above $70 in October.” A real oil-tank photograph, copy and comparison become the original portrait artwork, formatted for review.
Publish
The September 27, 2026 WTI artwork is shown in landscape and portrait formats. Its historical readings are 89.3% for Precision and 76.5% for Polymarket, a Model Gap of plus 12.8 probability points. One workflow distributes the story across Instagram, X, Threads and Facebook. These archived figures describe the example, not current market data or a return forecast.