The agent that actually understands your customer.
Cara is the intelligence layer behind every CaraFin.ai conversation — purpose-built for late-stage auto loan collections. She understands intent, remembers context, follows the rules, and knows when to escalate.
Not a chatbot. An agent.
Cara was designed by collections industry experts — not a generic LLM bolted onto a script. She thinks in terms of payment waterfalls, extension policies, repo timing, NSF resolution, and compliance constraints. She knows when to push and when to listen.
Industry-trained
Domain expertise embedded throughout — not generic conversation patterns.
Full conversation memory
Every prior interaction, every commitment, every objection — Cara picks up exactly where she left off.
Compliant by design
Embedded regulatory knowledge — Reg F, UDAAP, state rules. Every interaction is logged, monitored, and auditable.
Knows when to hand off
When a conversation needs a human, Cara routes seamlessly to a live agent with full context attached.
Cara understands what your customer is actually asking.
Every message gets classified across a rich set of collections-specific intents — so the response is always grounded in what the customer truly wants.
Promise to pay
Capture, structure, and confirm new commitments — including partial promises and split arrangements.
Broken promise
Recognize and recover from missed commitments with the right tone and the right next step.
Payment
Trigger pre-calculation, walk through payment waterfall, and complete the transaction in-conversation.
Extensions
Evaluate eligibility, educate when to use vs. preserve, and process compliantly.
Repo timing
Understand the stakes, communicate urgency, and steer to a recoverable outcome.
Q&A
Answer account questions, payment history, terms, fees — accurately and consistently.
Regulatory
Know what to disclose, what not to say, and when to deliver required language.
Customer info
Verify identity, capture updates, and pull the right context into every reply.
Live agent request
Recognize the moment a human is needed and hand off without a customer ever repeating themselves.
Inside Cara’s cognitive stack.
Channel
Voice · Chat · Text
Cara
Intent · Memory · Strategy
Cognitive Services
Knowledge · Identity · Compliance
Channel layer
Cara reaches customers where they already are — text, chat, or voice — and adapts tone and pacing to fit each medium.
Reasoning layer
Intent classification, conversation history retrieval, and negotiation strategy selection happen in milliseconds on every turn.
Knowledge layer
Customer info, regulatory rules, FAQs, and account state — all wired in. Cara cites real account facts, never guesses.
Every stage of delinquency, one agent.
Early stage
Friendly nudges, payment confirmations, Smartlink delivery, simple Q&A. Goal: keep accounts current with minimal friction.
Mid stage
Personalized planning, partial promises, extension education, broken-promise recovery. Complexity ramps; Cara’s expertise shines.
Late stage
Structured workouts, repo timing, hardship plans, multi-step recovery. High-stakes conversations handled with consistency and compliance.
Pre–charge-off
Last-mile recovery before charge-off. Final-stage negotiation, settlement options, voluntary surrender, and clean live-agent handoff when needed.
Bring us your hardest accounts. We’ll show you what Cara does with them.
Request a demo