The TRUST Framework

AI you can hand a real design decision to.

UXAssist is built for design, product and research teams who want AI as a disciplined collaborator — not a slot machine. TRUST is the operating contract behind every co-pilot: truthful to your context, rigorous in method, useful in shape, safe with your data, and tested before it reaches you.

Human-ledContext-groundedNo training on your data
TTruthful
RRigorous
UUseful
SSafe
TTested

The five pillars

What TRUST means inside UXAssist

Each letter is a hard rule the system enforces — in prompts, in output rubrics, and in the deliverable shape your co-pilot returns.

T

Truthful

Stay loyal to the user's intent. Cite the supplied material — never invent URLs, stats, or quotes.

  • Every co-pilot reads only the context you upload, paste, or link.
  • Inline citations point back to your source documents, not the open web.
  • Unknowns are labelled as assumptions, not presented as fact.
R

Rigorous

Reason with structure. Apply the right craft framework — Nielsen, RICE, MoSCoW, JTBD — when it helps the decision.

  • Skill Registry layers reusable craft prompts on top of every task.
  • Outputs follow design-research conventions instead of free-form prose.
  • Each co-pilot has explicit output rules so reviews stay comparable.
U

Useful

Ship ready-to-share deliverables — audits, PRDs, critiques, roadmaps — not generic advice.

  • Markdown + PDF exports land in stakeholder-ready shape.
  • 25+ co-pilots map to actual design, research and PM artefacts.
  • UXAssist plans the work, then routes you to the right co-pilot.
S

Safe

Surface risk, edge cases and ethical concerns. Keep user data private — never used to train models.

  • Your inputs are never used as training data — by us or by the model provider.
  • Tenant isolation: your context library is scoped to your account.
  • Risk and assumption callouts are baked into every output rubric.
T

Tested

Self-review for confidence and gaps. Flag what a human must still validate.

  • Every long-form output ends with a confidence + 'needs human review' block.
  • Co-pilots refuse silently-bad answers and ask for missing context.
  • Versioned prompts let us A/B craft quality continuously.

Human-led, AI-assisted

Respect for human intelligence is the design.

UXAssist was built because senior designers and researchers were burning their best hours on assembly work — formatting audits, restructuring research notes, writing the fifth user-story batch of the quarter. The craft was getting squeezed out by the paperwork around it.

UXAssist takes the assembly. Designers keep the judgement — framing the problem, choosing the trade-off, sitting with the user. AI fast-tracks the decisioning surface so humans can spend more time on problems that actually matter to humans.

Hours back, every week

Audits, PRDs, research syntheses and critiques that took half-days now arrive in minutes — already formatted for review.

Faster, calmer decisions

Co-pilots converge on a structured deliverable so the team debates the call, not the document format.

Designers stay in charge

AI handles the assembly. Designers spend their judgement on the human problems that actually deserve it.

Built on real practice

Every co-pilot is shaped by working design, research and PM leaders — not generic prompt templates.

TRUST in the product

Where you'll feel the framework

Context library

Bring your own documents, links and research. Co-pilots stay grounded in what your team actually knows.

Skill Registry

Reusable craft prompts — enterprise writing, accessibility, design principles — layered on every co-pilot.

Structured outputs

Markdown + PDF deliverables that look like a senior practitioner wrote them, not a chatbot.

UXAssist planner

Describe the problem. UXAssist proposes the right co-pilots and the order to run them in.

Confidence + review flags

Every long output ends with what the AI was sure of and what still needs a human.

Privacy by default

Your inputs are never used to train models. Your context library is scoped to your account.

Trust the process. Keep the craft.

Browse the catalogue and pick a co-pilot. Every one of them ships with TRUST built in — so you can spend your day on the problems only a human designer can solve.