Research & decisions
Bring a question or a field you see potential in. We investigate users, alternatives, and technical feasibility, then lay out the options and a recommendation.
Problem definition · Research brief · Recommended directionResearch, design & engineering
From a questionto a product.
We investigate opportunities, build products, and redesign existing software around AI.
DEGEAR STUDIOResearch / Product / AIINDEPENDENT STUDIO
01 / Selected work
Creators
Digital products & memberships.
A creator workspace, from defining an offer and writing its promotion to checkout and content delivery.
- Our work
- Product design · Software engineering · AI tools
CREATORS / DASHBOARDActual interface · Sample data
The problem
Selling a file takes more than checkout. The offer, its promotion, and the buyer’s access need to stay connected.
The design decision
One saved offer informs AI copy and the purchase. Later edits cannot rewrite what a buyer accepted.
In the product
The creator saves an offer and edits its promotion. The buyer pays and finds the purchased file in their library.
A studio product / In development
02 / Our practice
Three places to start.
A field to investigate. A product to build. Software ready for a change.
Product design & engineering
Turn the findings into a prototype. Test it with users. Build the first usable version.
Prototyping · Product design · Software developmentAI transformation
Rework existing software around models, agents, and your data. Evaluate the workflow on real tasks, with clear limits on what AI can do on its own.
Workflow redesign · Model & tool integration · Evaluation03 / Research
What is worth building?
A decision brief: evidence, options, and a recommendation you can act on.
Decision note / Creators
NOTE / 001When is an AI draft ready to use?
- Evidence
- Reviewing 12 saved generations exposed drafts that inferred lessons or features from a product’s name.
- Two paths
- Decision
- Assess writing and facts separately. Claims must follow the saved offer; uncertain drafts require the creator’s review.
Based on saved outputs and offline tests of the decision rule. Fresh output quality still needs a live evaluation.
Research can be the whole engagement.
04 / AI engineering
AI-native software.
We rework existing software around its workflows and data: what should AI handle, and where should a person decide?
We also use new models in research, coding, and testing, measuring quality, cost, and response time.
Code and data review → implementation → evaluation
Inside Creators
From product facts to promotional copy
- Creator’s data
Saved offer
Contents, audience, and limitations supply the facts for the draft.
- Model + evaluation
AI draft
Captions, stories, and sales copy, checked for factual support and offer clarity.
- Creator
Edit and use
The creator edits and copies the text. Flagged drafts require their approval first.
AI does not change the price or the delivered file.
Work with us
Where should we start?
A question, an opportunity, or software that needs to change.