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Banking & Fintech

Banking is built on trust. Every interaction either strengthens or erodes it.

The reality

Customers trust you with their money, their mortgages, and their futures. When a promise is broken — a wrong charge, a missed callback, a misquoted rate — the damage isn't a bad review. It's a lost relationship and a regulatory risk. Labelf helps you keep every promise at scale.

The challenge

High

customer lifetime value — every lost customer costs years of revenue

100%

compliance required — every conversation is a potential audit trail

Zero

tolerance for broken promises — a misquoted rate or missed follow-up is a trust event

Why banking is different

Trust is the product. Honesty is the differentiator.

In banking, a customer interaction is never just a support ticket. It's a moment where trust is tested. Did the advisor deliver on a promise? Was the customer misled? Is there a fraud signal buried in the conversation? Banks need to know — not from a sample, but from every single interaction.

Promise tracking
Did the advisor promise a callback? A rate review? A fee waiver? Was it delivered? Labelf tracks promises across every conversation.
Fraud & suspicious activity
Unusual transaction patterns, social engineering attempts, impersonation language — flagged from customer dialogues in real-time.
Regulatory compliance
MiFID, GDPR, consumer protection — ensure advisors follow mandatory disclosures and procedures in every interaction.
Cross-sell with integrity
A mortgage customer without pension savings. A card holder asking about investing. Real needs surfaced from real conversations — not cold campaigns.
Complaint escalation
Detect escalating frustration, regulatory complaints, and ombudsman language early — before they become formal disputes.
Advisor quality
Did the advisor identify the customer correctly? Follow KYC procedures? Provide accurate information? Verified across every call.
What we do for banking

Verify trust. Detect fraud. Deliver on every promise.

Labelf reads every customer interaction — calls, chats, emails, complaints — and structures it into intelligence that compliance, operations, and commercial teams can all act on. Not sampling. Not spot checks. Every single conversation, analyzed in real-time.

When an advisor promises a customer something, Labelf knows. When a follow-up is missed, Labelf flags it. When a conversation contains fraud indicators, compliance is notified immediately.

  • Promise detection and follow-up Automatically detect commitments made during conversations — rate reviews, callbacks, fee waivers, documentation — and track whether they were fulfilled.
  • Fraud and social engineering detection Flag conversations with suspicious patterns — impersonation, pressure tactics, unusual transaction requests — in real-time for immediate review.
  • Compliance verification at scale Verify mandatory disclosures, KYC procedures, and regulatory language across 100% of interactions — not 2% spot checks.
  • Honest cross-sell from real needs Surface genuine financial needs from conversations — pension gaps, insurance needs, investment interest — and deliver them as qualified leads with full context.

A bank that keeps its promises is a bank that keeps its customers.

Customers don't leave banks because of rates. They leave because they feel unheard, misled, or ignored. The signals are in every conversation — a promise not kept, a complaint not resolved, a question answered incorrectly. Labelf makes sure nothing falls through the cracks.

Imagine every advisor interaction verified for accuracy and compliance. Every promise tracked to fulfillment. Every fraud signal caught in real-time. And every genuine financial need surfaced as a warm lead — because you understood what the customer actually said, not just which button they pressed.

Honesty at scale. Trust as a competitive advantage.

Built for regulated industries

European. On-prem capable. Your data never leaves.

EU Data Residency

Swedish company. European hosting. No data leaves the EU unless you choose otherwise. Full GDPR compliance.

On-Premise Deployment

Full on-prem option for banks requiring complete data isolation. Runs entirely within your own infrastructure.

PII Anonymization

Built-in anonymization of personal data in transcripts and analysis. Audit trails for every model decision.

Built for Banking Standards.

On-prem or private cloud. GDPR-native. PII anonymization. EU AI Act compliant. Custom models trained by your compliance and operations teams — no data scientists required.

100 %

Interactions verified

0

Third-party data sharing

30 d

Average integration window

We're ready, are you?

labelf.ai
Address:
Gamla Brogatan 26, Stockholm, Sweden
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