Four intelligent pillars working across the subscriber journey — from cancel-save lift to autonomous dispatch escalation.
Each pillar addresses a distinct layer of the customer interaction — from pre-contact engagement through to post-contact intelligence. Together they form a closed loop that learns from every conversation.
1. Proactive Engagement detects risk signals from subscription data, engagement patterns and ICF context — and sends timely renewal reminders + pre-pitched save offers before the subscriber needs to chat in.
2. Smart Routing classifies inbound subscriber intent and complexity in real time using the ICF entity graph, routing each to the right channel first time.
3. AI Co-Pilot assists the agent during live conversations with contextual suggestions, knowledge articles, compliance checks and automated after-call work.
4. Agentic AI reasons autonomously over ICF context for complex decisions — cancellation risk scoring, retention escalation routing, proactive save outreach — with human governance.
ICF detects risk signals from subscription and engagement patterns — and triggers proactive renewal reminders before the subscriber needs to chat in.
AI Concierge classifies subscriber intent, complexity and friction signal in real time — routing each to the optimal resolution channel (Self-Serve / AI Chat / Retention / Distribution).
Live agent assist during a customer chat — intent classification, knowledge surfacing, compliance guardrails and automated after-call work.
Autonomous reasoning over ICF context — a transparent chain-of-thought trace for a cancellation risk + retention escalation decision.
Five-layer stack — ICF sits at the centre, binding operational sensors below to domain intelligence above.
Sensors observe what is actually happening on the ground: process flows, desktop activity, conversations, documents, knowledge use. For UK Publisher this means every chat transcript, case narrative, and agent desktop action is captured in real time.
Encodes 25 years of Firstsource domain expertise — skills, playbooks, guardrails — as the baseline of what should happen. For UK Publisher: cancel-save offer hierarchies, delivery escalation rules, GDPR / data-privacy routing, and subscriber lifecycle SOPs.
ICF stores the live state of every interaction, decision, exception, and outcome — closing the should-vs-did gap and feeding the learning loop. It connects what the agent actually did with what the playbook prescribed, surfacing gaps before they become complaints.
Agents and Systems of Record vary by client. The core value — Layers 2, 3 and 4 — is the intelligence stack that Firstsource owns and operates.
Projected impact across key metrics — each improvement attributed to specific intervention pillars.