Banks, lenders, and wealth managers spend millions on contact center operations — then fly blind on whether disclosures were understood, agents showed genuine empathy, or calls are quietly building complaint risk. Spearfish changes that.
of calls scored — not the 1–3% your QA team has time to review.
measurable ROI in year one across contact center operations.
reduction in operating costs, with a 10–20% improvement in first-call resolution.
increase in upsell and cross-sell acceptance through contextual intelligence.
Traditional call center tools count calls and spot keywords. In financial services, that's not just insufficient — it's a liability.
Six places where contextual intelligence changes the outcome — from the first disclosure to the hardest hardship conversation.
Move beyond "we said the required phrase" to "we can prove the customer understood it." Comprehension rates, confirmation tracking, and interaction evidence ready for CFPB, OCC, or state examiner review — across 100% of calls.
Measure intake completeness on the first call, track how agents handle denial conversations, and pinpoint where borrowers disengage. Reduce callbacks, cut handle time, and improve experience at the moments that drive retention.
Understand why some agents achieve 15% higher product acceptance — not from scripts, but from contextual patterns in how they build trust and present options. Encode those patterns across your entire team.
Surface escalation signals before a customer files a complaint with your institution — or a regulator. Sentiment trajectory and friction-pattern detection give your team a 4–6 week head start on intervention.
In the most sensitive conversations — hardship arrangements, late-payment negotiations, foreclosure discussions — measure whether agents demonstrate genuine empathy and offer appropriate options, not just whether they followed a script.
Replace random QA sampling with complete visibility. Know which agents need coaching on empathy, which need help with disclosure delivery, and which already perform at the level you need — backed by every call they've taken.
| Metric | Scope |
|---|---|
| Disclosure Comprehension Rate | Per call type |
| Agent Empathy Score | 100% coverage |
| Intake Completeness Rate | First-call accuracy |
| Escalation Risk Score | Pre-complaint detection |
| Sentiment Trajectory | Call arc, not snapshot |
| True Resolution Rate | Outcome, not code |
| Cross-Sell Opportunity Quality | Context-matched |
Traditional analytics tell you what happened — the call lasted 8 minutes, was marked resolved, the disclosure phrase was spoken. Contextual intelligence tells you what actually happened: the customer was confused, the agent moved on anyway, and now you have a CFPB complaint you could have prevented.
Spearfish sits on top of the contact center platform you already operate — without replacing anything.
REST API integration with your CCaaS, CRM, and workforce management systems. No rip-and-replace, no new data collection infrastructure. Connect what you have.
Describe what you want to measure — "Did the customer confirm understanding of the APR disclosure?" — and Spearfish applies it to every interaction.
Not keyword detection. Not scorecard replication. Contextual meaning extracted from every voice, chat, and email interaction — scored against your standards, not generic benchmarks.
Coaching alerts fire before complaint trends appear in your CTM data. Leadership sees leading indicators 6–8 weeks ahead of lagging scores.
Move from "we trained our agents on the required disclosures" to "94% of disclosures were delivered with confirmed customer understanding — here are the 6% where it wasn't, and what we did about it." That's the difference between hope and evidence.
Measure whether agents deliver the same quality of explanation, empathy, and option-presentation across all customer segments. Contextual intelligence surfaces disparities in service quality before they become fair-lending exposure.
100% call monitoring means every collections interaction is evaluated for tone, disclosure accuracy, and regulatory adherence. Not a random sample — every call, automatically flagged, logged, and available for review or audit.
Enterprise-grade encryption for data at rest and in transit, with a full compliance framework for financial services data requirements. Your data stays yours — Spearfish surfaces the intelligence; you own and control the underlying interactions.
Connect your existing recordings and systems. Get actionable intelligence in days, not months.
