Designing with AI, delivered by Stereogram
It helps us learn faster, explore wider, and validate sooner.
Speed to insight
Higher consistency
Exploration at scale
Better decisions
Cost control
Research acceleration
• What we do: cluster interviews/notes, highlight themes, draft JTBD statements.
• AI assist: rapid tagging, theme extraction, gap prompts for follow-up questions.
• Human check: researchers validate signals, discard weak patterns.
Strategy & Information Architecture
• What we do: map goals, constraints, flows.
• AI assist: generate alternative sitemap/flow options and edge-case prompts.
• Human check: align with business targets and feasibility.
UX writing & wireframes
• What we do: low-fi flows, first-pass copy.
• AI assist: produce option sets for microcopy, empty-state messages, error text.
• Human check: tone, brand, and localization fit.
UI exploration
• What we do: Mood boards and look and feel variants
• AI assist: propose token-level adjustments, image prompts for mood exploration.
• Human check: pick, refine, and systematize into the design system.
Validation
• What we do: quick concept tests, holistic and accessibility passes.
• AI assist: generate test tasks, summarize qualitative notes, flag APCA color contrast issues.
• Human check: decide next iteration, not just “accept pass”.
Handoff & QA
• What we do: specification, documentation, asset handover.
• AI assist: spec diffs, check for missing states, content mismatch, alt-text suggestions.
• Human check: final UI/UX sign-off and Dev. implementation support.
And you will be Safe by design
• Secure data with no public uploads; datasets masked.
• Task-fit models; accuracy & compliance.
• Human-reviewed; IP fully yours, always.
• AI assists; manual audits mandatory.
Step 1
Research acceleration
• AI assist: rapid tagging, theme extraction, gap prompts for follow-up questions.
• Human check: researchers validate signals, discard weak patterns.
Step 2
Strategy & Informational Architecture
• AI assist: generate alternative sitemap/flow options and edge-case prompts.
• Human check: align with business targets and feasibility.
Step 3
UX writing & wireframes
• AI assist: produce option sets for microcopy, empty-state messages, error text.
• Human check: tone, brand, and localization fit.
Research synthesis pack (themes, JTBDs, prioritization)

A crisp overview of what we learned and why it matters: clustered themes, draft JTBD statements, opportunity areas, and a simple impact × confidence matrix so we know where to start.
User flows & IA (with explored alternatives)

Primary and edge-case flows plus a sitemap that shows “the happy path” and 1–2 viable alternatives. Each option is annotated with trade-offs, constraints, and links back to goals/JTBDs.
Wireframes + UI copy variants

Low/mid-fi screens covering key paths (incl. empty, error, and loading states) with 2–3 microcopy options per step. We mark tone, intent, and localization notes to speed approvals.
Component library starters / token proposals

A lean UI kit (buttons, inputs, alerts, cards) and a first pass at design tokens (color, type, spacing) that meets contrast standards. Includes usage notes and naming to be dev-ready.
Validation summary (risks, decisions, next steps)

What we tested, what we found, and what we’re doing: top insights, a short risk log with severity/confidence, the decision list, and a focused iteration plan with owners & timing.
Research synthesis pack (themes, JTBDs, prioritization)

A crisp overview of what we learned and why it matters: clustered themes, draft JTBD statements, opportunity areas, and a simple impact × confidence matrix so we know where to start.
User flows & IA (with explored alternatives)

Primary and edge-case flows plus a sitemap that shows “the happy path” and 1–2 viable alternatives. Each option is annotated with trade-offs, constraints, and links back to goals/JTBDs.
Wireframes + UI copy variants

Low/mid-fi screens covering key paths (incl. empty, error, and loading states) with 2–3 microcopy options per step. We mark tone, intent, and localization notes to speed approvals.
Component library starters / token proposals

A lean UI kit (buttons, inputs, alerts, cards) and a first pass at design tokens (color, type, spacing) that meets contrast standards. Includes usage notes and naming to be dev-ready.
Validation summary (risks, decisions, next steps)

What we tested, what we found, and what we’re doing: top insights, a short risk log with severity/confidence, the decision list, and a focused iteration plan with owners & timing.
Missing
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