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Platform · Learn

Learn from every decision.
In real time.

Closed-loop analytics on every signal, decision and outcome — why a telco churn play worked, why a banking next-best-action beat bureau scores, why a policy renewal nudge converted. Funnels, attribution, model performance and revenue lift, in real time.

Talk to Solutions Explore the analytics catalogue →
Insights Console
LIVE
Decisions
14.2M
Lift
+27.4%
Conversion
8.9%
DAU / MAU
14d
MAU 4.8M
DAU 1.2M
Funnel
7d
100%
78%
54%
31%
14%
View → Apply → Approve → Disburse
Cohort Retention
W0 → W4
Cohort
W0
W1
W2
W3
W4
Mar 4
100
62
48
39
32
Mar 11
100
68
54
44
·
Mar 18
100
72
58
·
·
Mar 25
100
75
·
·
·
Insights trace · live
LIFT
Term-deposit · +18.2% incremental
7d
MODEL
Churn v3.2 · AUC 0.84
live
4 dashboards live 14.2M events / day P95 120ms
What is Learn

Every decision feeds the next.

Learn is the closing layer of the Appice loop — a causal record that retrains models, refines journeys and attributes revenue.

Real-time, not yesterday

Live dashboards over the same event stream — no warehouse lag, no nightly cube refresh.

Causal, not correlational

Built-in hold-out groups and incrementality testing — measure the actual lift Appice creates, not just open rates.

Closed-loop retraining

Outcomes flow straight back to Decide — propensity, churn and NBA models retrain on what actually worked.

Analytics Catalogue

Everything Learn measures.

Out-of-the-box dashboards across product, marketing, risk and revenue — plus an open fabric for your BI.

Funnel & Journey Analytics
Multi-step funnels Drop-off & recovery views Time-to-conversion Path / flow analysis Friction & abandonment heatmaps
Cohort & Retention
Cohort matrices (acquisition / behaviour) Retention curves Active-user trends (DAU/WAU/MAU) Stickiness & engagement scoring Re-engagement & resurrection
Campaign & Channel
Campaign performance dashboards Channel-mix analytics Send / open / click / convert DLR & deliverability tracking Fatigue & unsubscribe trends
Attribution & Lift
Hold-out & control groups Incrementality testing Multi-touch attribution A/B & multivariate experiments Causal revenue impact
Customer 360
Unified customer profile Behavioural & transactional history Channel preference signals Predicted CLV & risk scores Decision & reason-code timeline
Product Analytics
Feature adoption Screen & event analytics Crash & error correlation Onboarding completion App / web performance views
Model Performance
Model accuracy & AUC trends Drift & bias monitoring Feature importance over time Champion / challenger results Model-version performance diffs
Revenue & Value
Incremental revenue tracking Cost-per-decision / per-action Wallet share & cross-sell uplift CAC, LTV & payback views Business-case vs actual reporting
Compliance & Audit
Decision audit log Consent & opt-in history Reason-code reporting Regulatory exports Data-residency & access logs
Open Analytics Fabric
SQL access to event store BI connectors (Tableau, Power BI, Looker) Warehouse export (Snowflake, BigQuery) Custom dashboard builder API & webhook export
Reports architecture

10 report families. 100+ pre-built. Every outcome measured.

Funnels, cohorts, attribution, model drift, journey maps, A/B experiments, revenue lift — closed-loop, refreshed in real time, drillable to the individual decision with reason codes.

100+
Pre-built reports
<1s
Refresh
10
Report families
See the full analytics architecture →
10 report families
Decision Perf
Funnels
Cohorts
Attribution
Model Perf
Real-time
A/B Tests
Journey
Revenue
Channel Perf
How Learn closes the loop

From dashboards to better decisions.

Outcomes flow back into Decide and Allyvate AI — models, journeys and arbitration get smarter every day.

01

Outcomes captured

Every action from Act is tied back to its conversion, dropout or revenue event.

02

Lift attributed

Hold-outs and incrementality tests separate Appice's effect from baseline behaviour.

03

Models retrain

Outcome data feeds Decide — propensity, churn, NBA and CLV models update on real results.

04

Agents adapt

Allyvate AI agents learn what works for which segment and refine journeys autonomously.

Ready to learn

See Learn working.

A 30-minute working session — bring a campaign or KPI, we will show you the funnel, lift and attribution.

Book a Demo