How Appice Works
Appice is a real-time decisioning and execution system. It does not run campaigns on schedules — it detects signals, makes decisions, and takes action the moment something relevant happens.
The system model: Sense → Decide → Act → Learn
Every interaction Appice handles follows the same four-step loop. Understanding this loop is the foundation for everything else in this guide.
This loop runs continuously — not in batches, not on a schedule. When a customer transaction fires, a churn signal appears, or a fraud pattern is detected, Appice responds within milliseconds.
Appice connects to your existing systems — core banking, BSS/OSS, EHR, CRM, data warehouse — and listens for events as they happen. Every transaction, login, page view, behaviour pattern, drop-off, or anomaly is a signal.
Signals arrive without batching or delay. They are enriched against the customer's unified profile (the golden record) the moment they land.
When a signal lands, the decisioning engine evaluates it immediately. It applies your configured rules, customer segment context, propensity scores, and AI-generated insights to determine: what should happen next for this customer, right now?
Every decision is logged, explainable, and auditable. No black-box outputs — your compliance and risk teams can see exactly why each decision was made.
Once a decision is made, Appice executes it — without delay, without manual steps, without a separate campaign tool. Actions can fire across any channel (push, in-app, SMS, WhatsApp, email, RCS) or directly into systems (core banking writes, RM dashboard alerts, CRM updates, webhooks).
Execution is measured in milliseconds. The action happens before the customer completes their next interaction.
Appice records what happened after every action — did the customer respond? Was the fraud correctly identified? Did the offer convert? These outcomes feed back into the decisioning layer, improving rule accuracy, propensity model calibration, and next best action selection over time.
The system does not run once and stop. It gets sharper with each decision made.
Key concepts to understand
Any event from any system — transaction, behaviour, absence of behaviour, external data, API call. Appice treats everything as a potential signal worth evaluating.
The output of the decisioning engine. Not a message — a determined next best action for a specific customer at a specific moment. Always auditable.
The execution of a decision. Can be a notification, a system write, an API call, an RM alert, a suppression, or a combination of all of these simultaneously.
What happened as a result of the action. The feedback loop that makes the system improve. Tracked per decision, per customer, per signal type.
The unified customer profile that all signals are evaluated against. Built from all connected systems, updated in real time, used in every decisioning moment.
Sense → Decide → Act → Learn runs continuously, across all customers, all systems, at the same time. It never stops. It never batches. It never waits.
What this replaces — and what it does not
Appice is not a replacement for your analytics platform, CDP, or campaign tools. It is the real-time decisioning layer that sits between your data and your actions — using the signals your existing systems already generate.
Read the Mental Model guide to understand the full shift in thinking this requires.
Where to go next
- Getting Started — first login and platform orientation
- Signal Ingestion & Customer 360 — how to connect your systems
- Decisioning Engine — how to configure rules and next best actions
- How to Think About Appice — the conceptual shift from campaigns to decisions