Usedge
EU-based · GDPR-native

The research OS built for the agentic enterprise.

Usedge uses autonomous research agents to structure your qualitative and quantitative customer knowledge, giving enterprise teams defensible insights without compromising rigor.

Write ProtocolsProgram SessionsGenerate InsightsSurface Knowledge
Usedge Research Assistant
Ask Usedge anything…

Trusted by enterprises that can't afford research slop

France Télévisions
Pluxee
IDEMIA
ONEM RVA
Unowhy
France Travail
Syensqo
Dedalus
Edusign
Europ Assistance
C Possible
5th Floor

The Usedge workflow

From raw research to one source of truth

Research can’t keep up with business speed — Usedge is the one workflow that keeps the rigor, capture to agent.

01Collect

Research scatters across 5+ tools — metadata and context die on the way in.

One front door that captures every source clean, with guardrails from question one.

Bias caught at capture
Every source lands here
InInterviewSession · 42 min
SuSurvey318 responses
ReApp reviewApp store · 2★
TiSupport ticket#4821 · escalated
CaSales callGong · 31 min
NoField noteDiary study · d3
UsUsability testRound 3 · 8 tasks
NpNPS verbatim“detractor” · 24
ChChat logIntercom · 96 msgs
FrFeature requestPortal · 41 votes
Ingested this quarter: 0 notes · 38 sessions · 6 studies
02Structure

Context is lost at ingestion — findings can't be queried, tracked, or reused.

Every highlight auto-structured into a living database that never decays.

Metadata locked
Highlights → themesSorted by frequency
Onboarding friction9 highlights
“I gave up at the invite step.”· P07
Invite flow abandoned mid-way· Usability r3
Activation decay5 highlights
Drop-off spike on day 2· Analytics
NPS 31 → 24 this quarter· Survey
Pricing doubt · 4Mobile nav · 341 highlights · 6 themes
03Generate

AI without rigor hallucinates — 73% of teams distrust ungrounded summaries.

Every AI insight maps 1:1 to its raw source proof.

73% → sourced
“I gave up at the invite step.”· P07
Invite flow abandoned mid-way· Usability r3
Drop-off spike on day 2· Analytics
AI-drafted insight

Admins abandon setup at the teammate-invite step, and never return to activate.

Confidence · from 14 highlights across 4 studies
04Decide

Democratization without guardrails lets AI decide — nobody owns it.

A researcher confirms each insight. Nothing publishes itself.

Human-in-the-loop
Invite step blocks activation14 highlights
Pricing page raises objections9 highlights
Mobile nav is hard to discover6 highlights
A researcher decides — nothing publishes itself.
05Share

Scattered tools mean re-work and contradicting “truths.”

One source of truth feeds Slack, Jira, Notion — still linked to evidence.

One source of truth
Verified insight
Invite step blocks activation
14 highlights · 84% confidence
Slack#product-insights
JiraLinked to DISC-412
NotionQuarterly readout
MCPClaude · Cursor · Copilot
One source of truth — everywhere your team works.
06Control and Chat

Agents fed scattered data hallucinate — and break GDPR.

People and agents query verified signals, auditable inside a sovereign OS.

Sovereign & auditable
What are the top pain points for enterprise admins?
Searched 41 highlights · 6 themes
1Teammate invite step14 highlights
2Pricing page confusion9 highlights
3Mobile nav discoverability6 highlights
Which one blocks activation?

The teammate-invite step. Admins stall there and do not return, across 4 studies.

Onboarding friction9 highlights
Activation decay5 highlights
Who said it?

“I gave up at the invite step.”

P07 · Enterprise admin · Usability round 3
Everything it draws on
01Collect412 notes
02Structure6 themes
03Generate14 insights
04Decide3 ranked
05Share4 channels
Stage 1 of 6: Collect
The Problem

Research teams are drowning in unverified insights

AI tools promise speed. But they deliver summaries without validation, insights without sources, and conclusions you can't trust.

Product teams run their own research without methodology. Marketing interprets data without rigor. The result? Decisions built on quicksand.

AI summarizes, but doesn't validate
Tools scaled volume, not quality
No source traceability = no trust
73%
of research teams report they can't trust their own insights
5x
increase in contradictory findings since AI tool adoption
Zero
source traceability in most “AI-powered” research tools
The Solutions

Why product & research teams choose Usedge

Regulated AI. Trusted results.

Every AI decision is traceable, auditable, and governed by your rules — full transparency at every step.

One platform. End to end.

From running interviews to sharing insights, Usedge powers the whole cycle — fast, without losing rigor.

Structured insights that power real AI.

Atomic, metadata-rich building blocks. AI connects the dots — every recommendation links back to verified source data.

Powerful research tools at your fingertips

Explore AI-driven insights, testing, and analytics to optimize your customer and market research.

Get direct feedback with moderated testing

Conduct real-time user testing sessions with a moderator guiding the process. Run in-depth interviews, usability tests, and exploratory research with live participants.

  • Automatic recording and transcription of all sessions
  • AI extracts key insights, pain points, and behavioral patterns
  • Ask follow-up questions and probe deeper into user motivations
  • Capture nuances that only live moderation can reveal
  • Every session becomes a searchable asset in your repository
Start Moderated Test
Session Live · Moderated
● REC
Marc D. · Moderator
Thomas R. · Participant
Scenario 1 of 5
1 / 4
Opening Question
Moderator

Can you walk me through how you usually shop for gifts online?

The RISE® behind Usedge

The framework that makes research both fast and trustworthy

Usedge delivers what competitors can't: science-grade insights at startup speed.

R

Rigor at Source

The data guardrail

Research garbage in, research garbage out. We start with structured protocols and co-capture methods that ensure every data point is clean, contextualized, and verified from the moment of collection.

I

Instant Atomic Insights

Actionable speed

AI structures your research into atomic highlights—small, precise, tagged units of insight that can be analyzed, reused, and triangulated across studies. Get from interview to insight in minutes, not days.

S

System of Record

Unified knowledge

All insights—qualitative, quantitative, and atomic—live in one unified research repository. Your organizational memory compounds. Research done once can be leveraged forever.

E

Explainable Intelligence

The oracle you can trust

Our Model Context Protocol (MCP) recomposes validated atomic insights into traceable, auditable answers. Every conclusion links back to source data. Every recommendation shows its confidence level.

Return on Investment

The business case writes itself

0%
faster research cycles

From interview to insight in half the time. Ship products faster.

0%
team capacity increase

Your researchers spend less time on manual work, more on strategy.

0
research slop liability

Stop making million-dollar decisions on unverified insights.

Trust & Security

Built for enterprises with zero tolerance for risk

European compliance. Transparent AI. Enterprise-grade security.

EU-Native Compliance

  • EU servers
  • GDPR-native architecture
  • No CLOUD Act exposure
  • Full data residency controls

Transparent AI Governance

  • Multi-model choice (bring your own LLM)
  • Zero data training guarantee
  • Human-in-the-loop validation
  • Full transparency on AI decisions

Enterprise Security

  • SSO / SAML integration
  • SOC 2 Type II (in progress, Q4 2026)
  • ISO 27001 (in progress, Q4 2026)
  • Complete audit logs

Ready to build a scientific learning machine?

Join Pluxee, France Télévisions, Royal Canin, Public services and Europe's leading enterprises in building research infrastructure that scales.

EU-hosted servers
GDPR compliant
ISO 27001 and SOC 2 Type II certification in progress, Q4 2026

14 days trial. No credit card needed.