Pranay Shetty
CEO & Co-Founder
51 articles
Adverse Action Notices for AI Credit Decisions: An ECOA Reg B Playbook
What CFPB Circular 2023-03 means for lenders running AI/ML credit models — how to generate specific, accurate reasons for denial under ECOA Regulation B without falling back on the sample form checklist.
AI Agents for Credit Unions: An NCUA-Aligned Deployment Guide
A practical guide for credit unions deploying AI voice and chat agents — covering NCUA expectations, Reg E, share-draft language, member experience, and the small-shop realities of CU technology stacks.
Build vs. Buy: Should Your Bank Build an AI Agent or License One?
A decision framework for banks and credit unions weighing whether to build AI agents in-house or license a regulated-finance platform — covering total cost, time to value, model risk, and the in-house capabilities you actually need.
AI Agents for Mortgage Brokers and Lenders
How mortgage brokers and lenders can deploy policy-aware AI agents across origination, servicing, QC, and post-close — with 100% monitoring and document intelligence.
Voice Agents for Finance: Top Mistakes To Avoid
Agentic AI has crossed from demos to durable programs. Here are the most common mistakes financial institutions make when deploying voice agents — and how to avoid them.
The 2025 Playbook for Voice AI in Call Centers
Voice AI has moved beyond demos to production-ready deployments in regulated finance. Here's a practical playbook for evaluating, piloting, and scaling voice AI in your call center.
AI Voice Agents: Revolutionizing Mortgage Application Follow-Ups
How AI voice agents are transforming mortgage application follow-ups — with cost savings, speed improvements, compliance features, and 24/7 borrower self-service.
How Financial Institutions Can Streamline Compliance Monitoring with AI Voice Agents
Moving from 2% call sampling to 100% automated monitoring — how AI voice agents transform compliance from a quarterly panic into a daily practice.
The Regulated Finance Playbook for AI Voice Agents
A comprehensive playbook covering compliance frameworks, architecture, evidence packs, and implementation timelines for deploying AI voice agents in regulated finance.
Conversational AI in Financial Services
A practical guide to deploying conversational AI across banking, credit unions, lending, servicing, and insurance — with compliance, auditability, and measurable ROI.
Beyond the Beep: How AI Voice Agents Are Revolutionizing Financial Services Conversations
How AI voice agents are transforming financial services — moving from manual spot-checks and IVR trees to 100% policy-aware monitoring and natural conversations.
Decoding AI Agent Pricing for Financial Services: A Practical Guide to ROI
A breakdown of what drives AI agent pricing in financial services — covering cost components, pricing models, hidden costs, and how to evaluate ROI.
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