Lens
UX research repository

Be in control of your research

Lens is the single source of truth for your UX research. Add participants, analyze interviews, and turn evidence into product decisions — in one place.

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LensResearch Repository
Workspace Dashboards Projects Participants Interviews Insights Tests
Analysis AI Assistant
Library Personas Themes Tags
Settings
DashboardsSearch projects, people, insights…⌘KSavedMV
Good morning, Maya
Your live view of studies, participants, and the freshest insights.
Ask AI
ResearchProductLeadership
Active projects
4
in flight now
Upcoming interviews
6
scheduled
Participants available
12
ready to recruit
Insights captured
48
across all studies
Active projectsView all →
Mobile Work Order ExperienceIn progress
Mobile · 12 interviews · 9 participants
4/6 questions answered
Planner scheduling workflowAnalysis
Planning · 9 interviews · 8 participants
5/5 questions answered
Meter readings & inspectionsRecruiting
Inspections · 3 interviews · 11 participants
1/4 questions answered
Interview sentiment
Across all recorded sessions
41interviews
Positive18
Neutral11
Mixed7
Negative5
Every decision, evidence-backedEvery decision, evidence-backedEvery decision, evidence-backed
Every decision, evidence-backedEvery decision, evidence-backedEvery decision, evidence-backed

How it works

From raw interviews to product decisions

01 — Collect

One place for everything

Bring interviews, transcripts, notes, and participants into a single repository — consent tracked from day one.

02 — Analyze

Highlight anything, keep the evidence

Select any sentence in a transcript and turn it into an insight, observation, or pain point. The quote travels with the finding.

03 — Share

Decisions your team can trace

Dashboards, themes, and reports for research, product, and leadership — every claim one click from its source.

Use cases

Built for everyone who touches the research

One repository, four jobs to do. Viewers are always free, so the people who need the findings never need a licence to read them.

For UX researchers

Keep every study in one place, and stop findings dying in slide decks.

  • Participant database with consent, recruitment status, and history
  • Interviews, notes, and transcripts on one record
  • Highlight a sentence → create an insight that keeps its evidence

For product teams

Trace any decision back to the interview that justified it.

  • Insights rated by severity, impact, and confidence
  • Themes and personas that keep your taxonomy consistent
  • Dashboards for research, product, and leadership

For research ops

Governed access and GDPR requests that are routine, not a scramble.

  • Role-based access (admin, researcher, designer, product owner, viewer)
  • Consent, anonymization, export, and erasure for GDPR requests
  • EU-region hosting with tenant isolation and encryption

For teams adopting AI in research

AI that reads your repository — and admits when the evidence isn't there.

  • Ask questions across all your research in plain language
  • Suggested themes, opportunities, and duplicate detection
  • Bring your own key — Claude, ChatGPT, Grok or Gemini — encrypted at rest

Insight library

Every insight carries its evidence

No more findings that live and die in a slide deck. Insights in Lens are reusable, rated, and linked to the participants and interviews behind them.

Severity, impact, and confidence on every finding

Themes, personas, and tags keep your taxonomy consistent

Findings travel across projects instead of being rediscovered

Insights48 insightsFind duplicatesNew insight
Search insights…All typesAll themesSort: Severity
Pain PointMobile
Offline sync conflicts erode trust in mobile data
Technicians double-log work after seeing a sync conflict once. Paper backups reappear within a week.
Trust in dataOffline-first
critical129
InsightWork orders
Reassignments strip the context technicians rely on
When a work order changes hands mid-shift, notes and photos don't travel with it — the next technician starts from zero.
HandoversField context
high107
Feature RequestPlanning
Planners want one view of parts availability
Scheduling a job means checking three screens. Planners keep a spreadsheet on the side to track parts.
Planner workflow
medium86
OpportunityInspections
Meter rounds could auto-generate follow-up work
Failed readings today become manual work orders tomorrow. Every missed threshold is a missed automation.
Automation
low65
AI Assistant
Answers are grounded in your repository.
What are the top pain points across all research?
Across 41 interviews, three pain points dominate:
1. Offline sync conflicts — 12 participants; technicians stop trusting mobile data.
2. Lost context on reassignment — 10 participants across two projects.
3. Parts visibility while planning — 8 participants, planners keep side spreadsheets.
Evidence is strongest for #1 — see the linked insights.
Ask anything about your research…
Duplicate detectionhigh confidence
Two insights describe the same offline-sync failure
They share 9 of 11 supporting quotes. Consider merging.
Research gapmedium confidence
Night-shift technicians are missing from your sample
All 41 interviews were held between 8:00–17:00. Mobile usage peaks on night shifts.

AI Assistant

Ask your research anything

AI helps you see patterns faster — it supports your judgment, never replaces it. Every answer is grounded in your own repository, never invented.

Duplicate and similar-finding detection with one-click merge

Suggested themes, opportunities, and research gaps

Bring your own key — Claude, ChatGPT, Grok or Gemini — encrypted at rest

Unmoderated testing

NEW

Send one link. Get real answers.

Build a test from blocks — tasks, first-click, preference tests and more — and share a single link. Participants need no account, and every click, screen, and answer lands back in your repository next to the rest of your research.

Embed a Figma prototype, or test a live build — Figma Make, Lovable, v0 — with a one-line snippet

Click heatmaps, screen paths, and session replay show the why behind the outcome

Responses are never metered — testing is included in every plan

your-prototype.appNew work orderReportslens.app/t/x7Kq2…TASK 2 OF 5Create a new work orderIt workedI gave upRESULTSReplay82%completed the task

Security & governance

Research data is personal data

Lens treats it that way — governance is built in, not bolted on.

Consent, tracked

Every participant carries a consent status — granted, pending, expired, or withdrawn.

GDPR requests, handled

Export, anonymize, or erase a participant's data — with cascading link cleanup.

Role-based access

Admins, researchers, and viewers see exactly what their role allows — enforced end to end.

Keys encrypted at rest

AI API keys are stored with AES-256 encryption and never returned to the browser.

See Lens on your own research

Tell us a little about your team and we'll set up your workspace. Prefer to look around first?

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