01 · Prediction
Behavioral prediction models
ML models that score every user, every session — will they convert, churn, or activate? Predictions update in real time.
The platform
Four capabilities. Predict. Understand. Act. Simulate. — end to end.
Real-time friction detection, per-user prediction scores, synthetic user testing, and self-hosted deployment. One cohesive product — not a stack of disconnected tools.
Four pillars
Predict. Understand. Act. Simulate.
The whole platform organized around the loop that actually moves metrics — not the loop that fills dashboards.
Predict
Models that see around corners
Most analytics shows you a rear-view mirror. Moveo One runs continuous ML on every signal you stream — engagement velocity, hesitation, attention drop, journey similarity to past converters — and outputs a per-user probability for every outcome you care about. Activation, conversion, churn, expansion. Live, not batched.
- Per-session prediction scores updated in real time
- Outcome models trained on your own data, not generic benchmarks
- Confidence intervals so you know when to act vs. observe
Understand
Behavior, explained
When a model says 'this user will churn,' you need to know why. Moveo One cross-references behavioral patterns with cognitive load, attention signals, and journey context — surfacing the root cause in plain language. No more dashboard archaeology.
- Friction explanations rooted in cognitive science, not vibes
- Compare failed vs. successful paths automatically
- Identify overload screens before they cost you the user
Act
Intervene while it still matters
Predictions are only valuable if you can act on them. Stream scores into your stack via API or webhook, route at-risk users to onboarding nudges, sales outreach, or in-app prompts — automatically. Stop reporting on churn. Start preventing it.
- Webhooks fire when a user crosses a risk threshold
- Native integrations with Slack, HubSpot, Customer.io and more
- Trigger experiments via your existing flagging tools
Simulate
Synthetic users that behave like your real users
Test flows before a single real user touches them. Moveo One builds synthetic users modeled on the behavioral patterns of your actual cohorts — hesitation, attention drift, drop-off tendencies and all. The impact of any change, measured before you ship it.
- Synthetic cohorts derived from your own behavioral data
- Run sign-up, onboarding and checkout flows pre-release
- Compare design variants and predict drop-off before shipping
Capabilities
Everything in the box
Twelve capabilities, one cohesive product — built so the predictive layer feels native to how your team already works.
02 · Prediction
Real-time friction detection
Catch hesitation, decision fatigue, and confusion the moment it happens — not in next week's retrospective.
03 · Integration
Zero-tagging instrumentation
Connect datasource or drop in the SDK. Events, flows, and screens are auto-detected. No taxonomy meetings, no broken pipelines.
04 · Analytics
Automatic journey mapping
Every path users take — visualized. See which flows lead to conversion, which dead-end, and why.
05 · Analytics
Cognitive load scoring
Proprietary signals that flag screens overloading users — before they bounce or rage-tap.
06 · Workflow
AYDA — ask your data anything
Natural-language questions, immediate answers. 'Why did Tuesday's signups stall?' — done.
07 · Analytics
Predictive cohorts
Build segments by future behavior, not past clicks. 'Users likely to churn this week' is a real cohort.
08 · Integration
Predictions API & webhooks
Stream prediction scores into your stack — trigger emails, in-app prompts, or sales outreach when it matters.
09 · Integration
One SDK, every platform
Web, iOS, Android, React Native, Flutter. Identical signals across surfaces — derive consistent conclusions.
10 · Prediction
Synthetic user testing
Simulate users on a flow before launch. Predict UX outcomes pre-release, not after the bad reviews.
11 · Workflow
Unlimited team workspaces
Bring product, design, growth, and engineering into the same view. No seat tax, no role gating.
12 · Integration
Self-hosted option
Keep behavioral data inside your own cloud. Full feature parity, your perimeter, your rules.
Ten minutes from "Hello" to your first prediction.
No data team required. No tagging marathon. No premium-only feature wall.