Fintech & Neobanks: the 7-layer CX stack For each capability, mark whether you have it, need it or have it planned.
0 of 35 marked
Layer 7: Analytics & Governance 0 of 5 in place Measure and govern. Vendors in this layer include NICE, Amplitude, Mixpanel, Qualtrics.
Real-time app experience monitoring with support trigger correlation ✓ Have✗ Need→ Planned
CSAT embedded in app post-interaction with one-tap feedback ✓ Have✗ Need→ Planned
Support volume analytics correlated to product releases and outages ✓ Have✗ Need→ Planned
Agent productivity tracking across chat, email, and in-app messaging ✓ Have✗ Need→ Planned
Regulatory compliance dashboards meeting charter/license requirements ✓ Have✗ Need→ Planned
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Key risk: Scaling support without losing the speed that defines the brand
Layer 6: Routing & Orchestration 0 of 5 in place Route the work. Vendors in this layer include Intercom, Zendesk, Genesys.
In-app support routing with full session context and user journey data ✓ Have✗ Need→ Planned
Priority routing based on account value, tenure, and issue severity ✓ Have✗ Need→ Planned
Fraud alert routing with immediate account freeze capability ✓ Have✗ Need→ Planned
Engineering escalation routing for product bugs surfaced through support ✓ Have✗ Need→ Planned
Queue-less routing: chat-first with callback as overflow only ✓ Have✗ Need→ Planned
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Key risk: Growing call volume undermining the digital-first brand promise
Layer 5: Conversation Management 0 of 5 in place Hold the conversation. Vendors in this layer include Intercom, Zendesk, Ada, Kustomer.
In-app messaging as the primary support channel ✓ Have✗ Need→ Planned
Async chat allowing customers to continue conversations across sessions ✓ Have✗ Need→ Planned
Push notification support for proactive updates and resolutions ✓ Have✗ Need→ Planned
Screen recording and co-browsing for app navigation assistance ✓ Have✗ Need→ Planned
Community forums and help center as first line of self-service ✓ Have✗ Need→ Planned
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Key risk: Forcing customers to call when the entire brand is built on not calling
Layer 4: Reasoning & Planning 0 of 5 in place Decide the next step. Vendors in this layer include Ada, Forethought, Intercom Fin, Cognigy.
Transaction dispute bots with instant provisional credit logic ✓ Have✗ Need→ Planned
Card management bots (freeze, unfreeze, replace, set limits) ✓ Have✗ Need→ Planned
Account verification and KYC completion bots ✓ Have✗ Need→ Planned
Spending insights and budgeting tool support bots ✓ Have✗ Need→ Planned
Fee explanation and waiver bots with policy-based decisioning ✓ Have✗ Need→ Planned
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Key risk: Bot limitations frustrating users who expect everything to work in-app
Layer 3: Policy & Guardrails 0 of 5 in place Set the rules. Vendors in this layer include Alloy, Sardine, Unit21, Plaid.
Charter/license compliance appropriate to entity type ✓ Have✗ Need→ Planned
BSA/AML controls meeting regulatory expectations ✓ Have✗ Need→ Planned
Strong customer authentication for account changes and high-value transfers ✓ Have✗ Need→ Planned
Dispute resolution compliance meeting Reg E timelines ✓ Have✗ Need→ Planned
Data privacy controls meeting state-by-state requirements ✓ Have✗ Need→ Planned
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Key risk: Regulatory scrutiny increasing as fintechs grow beyond startup scale
Layer 2: Workflow Execution 0 of 5 in place Do the work. Vendors in this layer include Alloy, Plaid, Unit, Treasury Prime.
Instant account opening workflow with real-time identity verification ✓