Stop guessing.
Start betting on evidence.
Upload your research docs, interviews, and analytics. Risment turns them into auditable decision packages with sourced claims, contradictions, and unknowns — in minutes.
The problem
PMs spend 30–40% of their time wrangling research
You have interview transcripts, analytics exports, survey results, and Slack threads scattered across 5 tools. By the time you synthesize them into a recommendation, the context has shifted.
Scattered sources
Evidence lives in Google Docs, Notion, CSV exports, and Slack — never in one place.
Slow synthesis
It takes days to manually cross-reference claims and find contradictions.
No audit trail
Stakeholders ask 'Where did that number come from?' and you dig through tabs.
Live demo
A real Brief, not a screenshot
Click any citation to see the source evidence. This is the exact same component your team gets after uploading documents.
Reduce SME churn by launching a proactive health-check workflow
Bet solide — prête à tester.
If we introduce a proactive health-check workflow triggered 30 days before renewal, then we can reduce SME churn by 15–20% within two quarters, because 73% of churned SMEs showed declining usage 60+ days before cancellation, but no outreach was attempted.
- →SME churn spiked to 8.2% last quarter — highest in 18 months — while enterprise churn stayed flat at 1.4%.
- →3 CSMs independently reported that most save attempts happen too late, after the customer has already decided to leave.
⚠Contradiction détectée
CSM team reports that personal outreach is effective, but product data shows email outreach has only a 9% response rate — in-app nudges perform 3.8× better.
Explications possibles :
- •CSMs may be recalling the subset of successful saves (survivorship bias) rather than the overall conversion rate.
- •The definition of 'outreach' differs: CSMs count phone calls, while the data tracks emails.
Prochaine vérification : Segment outreach data by channel (email vs. call vs. in-app) and compare save rates for each.
Hypothesis
Proactive health-checks sent 30 days before renewal will reduce SME churn by at least 15%.
Metric
SME churn rate (monthly cohort)
Success threshold
≥15% reduction vs. control group after 90 days
Experiment design
Randomly assign 200 SME accounts approaching renewal into treatment (health-check workflow) and control (business as usual). Measure churn rate at 90 days. Secondary metric: NPS delta.
Confidence
7 pieces of evidence from 4 source types across 7 documents. A controlled pilot already demonstrated 22% churn reduction. One contradiction identified but does not undermine the core hypothesis.
Before & after
Generic AI vs. Risment
“Based on general knowledge, you should probably reduce churn by improving onboarding.”
“73% of churned SMEs showed declining usage 60+ days before cancellation.” [analytics-dashboard#01]
How it works
From docs to decisions in 3 steps
Define your focus
Tell Risment what you're investigating — 'Reduce SME churn', 'Launch self-serve onboarding', etc.
Upload your research
Drop in PDFs, transcripts, analytics exports, survey results — any mix of source types.
Get Briefs
Risment reads every document, cross-references claims, flags contradictions, and produces auditable decision packages.
Comparison
Why not just use ChatGPT?
| Feature | Generic AI | Risment |
|---|---|---|
| Source citations | None | Every claim linked to source |
| Contradiction detection | Never flags conflicts | Automatic with both sides |
| Evidence quality | No assessment | Trust banner + threshold |
| Unknowns | Fills gaps with guesses | Explicitly listed |
| Test plan | Generic suggestions | Hypothesis + metric + threshold |
| Your documents | Paste text manually | Upload PDFs, docs, CSVs |
| Structured output | Free-form text | Brief (auditable format) |
Built for trust
Every claim is traceable
Risment doesn't just summarize — it builds an evidence chain you can audit, challenge, and share with stakeholders.
Sourced claims
Every claim links to the exact excerpt in the original document. Click a citation, see the source.
Contradiction detection
When two sources disagree, Risment flags it — with both sides and a suggested next step.
Blind spots surfaced
Instead of pretending it knows everything, Risment explicitly lists what's missing.
Evidence quality banner
A trust banner warns you when evidence is thin — so you never over-commit on weak data.
Your first analysis is free
Upload your research, get a Brief in minutes. No credit card required.
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