Prodigal

Attending Collection and Recovery Solutions (CRS) 2025? Want to transform your operations with AI agents and agentic workflows? Come meet James and discover how we are helping companies like yours scale efficiently and innovate with cutting-edge AI solutions. Check out more about Prodigal here – https://lnkd.in/dYHWZ6Rg

Most people think building an AI voice agent is a modeling problem. It’s not. It’s a systems problem. You can have the smartest LLM in the world, but if it takes 2 seconds to respond, it feels dumb. We, at Prodigal, just published a breakdown of how we built a low-latency, real-time voice agent for financial conversations — and the surprising bottlenecks we hit along the way. If you’re into AI infra, latency-first design, or building agents that don’t just talk—but talk like a human—you might enjoy it. https://bit.ly/44jD6eG

Raag Khandelwal built our digital operations vertical from the ground up. Transformed how we accelerate collections and growth. Scaled automation, boosted efficiency by 30%. Increased account handling by 5x with no extra headcount. Leading the charge in growing our DEE team. When he’s not innovating, you’ll find Raag strumming his guitar or pulling off card tricks that’ll leave you amazed. Read more about his journey here – https://lnkd.in/grjSdW3w

At Prodigal, we’ve always been an AI-first company, embracing new tools and AI agents to boost our productivity. It's common to see our Devin working side by side with our engineers. And the ubiquitousness of AI tools like Cursor and Claude Code as part of our daily workflows 🤖 Personally, I've always been fascinated by LLMs, and have always wanted to find a way to make my DevOps workflows more conversational. In the past, my attempts involved a lot of API calls, trial-and-error testing, and a messy patchwork of solutions. Eventually, the complexity led me to give up and revert to the old manual way. That was until my friend Dhruv Grover 🙌 started talking about MCP Servers and how they were the next big thing in GenAI. After hearing his talk and seeing his experiments, I realized this could be the breakthrough I needed to finally make my workflows truly conversational. The early results from my experiments with Amazon Web Services (AWS)’s MCP servers are looking promising. Here's a quick snapshot: with just a single prompt in Claude Desktop, I was able to analyze our data transfer costs over the past 10 days and identify opportunities to save 30-50% in costs. This is just the start! We’re also exploring other ways to leverage MCP servers and LLMs to: ⏰ Analyze incidents based on CloudWatch alarms, metrics, and logs 💰 Suggest and apply cost-saving recommendations (like EBS right-sizing, lifecycle policies on S3, etc.) ⚙️ Manage and change infrastructure using natural language, while maintaining IaC in source control 🛡️ Boost security and compliance, ensuring our apps meet industry standards We’re already seeing great results, and I truly believe this opens up huge potential for automating DevOps/MLOps, all while optimizing for both efficiency and security. I’ll keep posting updates as we continue experimenting and discovering new breakthroughs. Would love to hear what others are doing with MCP! #MCPServers #AWS #DevOps

Kashish Bansal could’ve followed the corporate track, but he built something bigger. Co-founder of Habeato, BioChest. Architect of ProAgent at Prodigal. Making waves at the forefront of technology. His ProAgent demo sparked key partnerships. Kashish is shaping Prodigal’s future with every innovation. Curious? Read more here – https://lnkd.in/d7siiMh8

We're coming off a crazy strong quarter, massively expanding our offering and substantially growing our topline + bottomline. We have a self accelerating flywheel of growth that builds upon i. deep understanding of our customers' pains, ii. prepacked workflows and integrations that just work and iii. proprietary data & intelligence for humans, first and agents, now. Hiring key roles across functions. See listing in comments ↘️ or DM me!

This is the topic everyone is talking about: Unified intelligence – turning the data from our various systems into actionable, timely, and accurate insights for better liquidations and proactive outreach. In the latest Receivables Info podcast, Adam and Jack Mahoney from National Credit Adjusters, LLC discussed how data is driving more proactive and reactive strategies in the industry. John from Credit Systems International, Inc. raised a crucial question: How is your organization truly maximizing the value of the data you collect? 💡 All of these discussions point to one thing: the need for unified intelligence. We need a platform that connects systems of record and systems of engagement, creating a seamless flow of insights across the business. This unified intelligence empowers smarter decision-making, pulling together insights from AI agents, predictive models, operational systems, and customer interactions. Interested in building this unified platform? I’m speaking at an ACA Hot Topic Session with Carl Christensen from Professional. Join us, and let’s explore how to maximize the impact of your data and prepare for the future.

Transforming growth at Prodigal, Sourav embodies hustle. Scaled teams and systems from the ground up. Launched a demand capture initiative. Generated a $2M pipeline in three months. Bridged marketing and sales for seamless growth. A leader who drives results with vision and action. Learn more about Sourav, our Growth Lead – https://lnkd.in/d3xJRTR5 PS - Sourav (right most) with his army :)

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Anshul Mittal engineered ProCollect to scale 10x effortlessly. As a founding engineer at Sensara and SALT, he is a fintech veteran. At Prodigal, he architected ProCollect from scratch. Technical expertise meets entrepreneurial drive. Now, as Lead Product Engineer, he’s redefining the future of consumer finance tech. Outside work, he’s playing squash, swimming, or napping with his cat. Read more here – https://lnkd.in/gXHdu-Ts