
From Data to Interface: A Case for Evidence-Based Design
A full process for turning research signals into interface decisions without confusing correlation with instruction.

A full process for turning research signals into interface decisions without confusing correlation with instruction.
CEO de Arcadia by InferentOctober 24, 2026Latest
A selection of the latest publications from Inferent Research.

A full process for turning research signals into interface decisions without confusing correlation with instruction.

Scope, data, permissions and adoption for an internal assistant that supports work without becoming an opaque authority.

How evidence can move into a prototype without losing the uncertainty that made the opportunity worth testing.
AI can guide practice and help identify learning needs, but its educational value depends on sound pedagogy, privacy safeguards and human judgement.

A human-centered approach to workflow redesign, automation and the operational details that software alone cannot fix.

A diagnosis of the conditions in which a clearer decision model is more valuable than another build sprint.

Architecture, validation and technical debt for teams that want a first product without building a disposable prototype.

The operating model behind publishing with confidence when many people, languages and sources touch the same article.

A research-to-product loop for distinguishing durable user needs from loud but weak signals.

Margaret Hamilton’s Apollo software made spaceflight more resilient and helped establish software engineering.

How to move from a wide evidence field to a concise decision document that remains honest about uncertainty.

A method for crossing language boundaries without treating translation, coverage or terminology as neutral.
Research topics
After the latest ideas, browse Research conversations grouped by area.
Topic
Artificial intelligence, models and their social consequences.

Scope, data, permissions and adoption for an internal assistant that supports work without becoming an opaque authority.

A method for crossing language boundaries without treating translation, coverage or terminology as neutral.

A claim-level approach to sources, confidence, contradiction and human review in AI-assisted analysis.
Topic
Technology, infrastructure and the systems shaping everyday life.

How evidence can move into a prototype without losing the uncertainty that made the opportunity worth testing.

A human-centered approach to workflow redesign, automation and the operational details that software alone cannot fix.

Architecture, validation and technical debt for teams that want a first product without building a disposable prototype.
Topic
Argument-led essays and points of view from Inferent contributors.

A full process for turning research signals into interface decisions without confusing correlation with instruction.

A diagnosis of the conditions in which a clearer decision model is more valuable than another build sprint.

The operating model behind publishing with confidence when many people, languages and sources touch the same article.