Autonomous email outreach with human-in-the-loop guardrails - built for New Silver's lending pipeline.
Every action follows a four-phase reasoning loop. The agent never acts blindly - it perceives context, reasons through options, executes with precision, then learns from the outcome.
Ingest CRM data, monitor email replies, parse market signals. The agent builds a real-time picture of every lead's state before making any decision.
LLM evaluates lead quality, determines optimal next action, and cross-references past interactions. Every decision has a reasoning chain.
Send personalized outreach, schedule follow-ups, update CRM records, or flag for human review. Each action is logged with full context.
Log outcomes to the audit trail, update lead scoring models, and refine approach based on conversion data. The agent gets smarter with every cycle.
The agent's toolbox. Each tool is a discrete capability with defined inputs, outputs, and permissions. The agent selects and chains tools based on its reasoning.
Query lead data, interaction history, and scoring. Hydrates the agent's context before any outreach decision. Supports fuzzy search, timeline queries, and segment filtering.
Generate personalized outreach calibrated to lead profile, stage, and lending product interest.
SMTP integration with built-in rate limiting, domain throttling, and deliverability monitoring.
Book follow-ups and meetings. Integrates with sales team calendars for availability-aware scheduling.
ML-based qualification combining firmographic data, behavioral signals, and historical conversion patterns.
Flag for manual review when confidence is low, lead value exceeds threshold, complaint is detected, or regulatory sensitivity is flagged. The human always has final say.
Autonomy without guardrails is a liability. Every safety mechanism is enforced at the infrastructure level - not just in the prompt.
Auto-redact SSN, account numbers, and sensitive financial data from all agent logs and reasoning traces. PII never enters the LLM context.
CAN-SPAM compliance baked in. Opt-out handling is automatic. Lending-specific regulations (TILA, RESPA, ECOA) enforced through pre-send validation.
Configurable sending velocity with soft and hard caps. Per-domain throttling prevents reputation damage. Automatic backoff on bounce signals.
Escalation triggers are non-negotiable. The agent cannot override human review requirements regardless of confidence score.
Every agent action logged with full reasoning chain, tool inputs/outputs, and decision metadata. Immutable append-only log with timestamp and session context. Queryable for compliance review.
A real-time reasoning trace from a sample lead interaction. Every step is observable, every decision is justified, every action is logged.
How the agent connects to New Silver's existing infrastructure. No rip-and-replace - the agent wraps your current systems with an intelligence layer.
The sales agent is the starting point, not the ceiling. The same architecture extends across the lending lifecycle.
Autonomous prospecting, personalized outreach, lead qualification, and follow-up management. Human-in-the-loop for high-value decisions.
Pre-screen loan applications against underwriting criteria. Surface the 20% of applications that need manual review, auto-route the rest. Reduces underwriter workload by 60-70%.
Handle routine borrower inquiries - draw requests, payment questions, document status. Escalate complex issues. Available 24/7, consistent tone, instant response.
Continuous portfolio monitoring. Flag at-risk loans before they default. Surface cross-sell opportunities. Generate investor reports with natural language summaries.