We don't just build—we take liability for deliverables. With SLA guarantees and production-ready quality standards, we bridge the gap between vibe coding prototypes and enterprise-grade applications that scale to millions of users.
Our founder's published research on catastrophic forgetting in LLMs (TechRxiv 2024) revealed why AI-assisted coding fails at complexity. We've codified solutions into our development process, ensuring context retention through the entire lifecycle.
Elite engineering doesn't have to break the bank. Starting at just $800/month, we provide qualified engineers who leverage AI tools intelligently—not replace human judgment. Your idea goes from concept to production faster and more affordably than traditional agencies.
Our founder Abi Chatterjee's peer-reviewed research on solving catastrophic forgetting in large language models (published on TechRxiv 2024) forms the foundation of our development approach. We understand exactly why vibe coding hits walls—and how to architect systems that maintain context through complexity. Read the research
We don't just talk about AI agents—we built the framework. Jiva (github.com/KarmaloopAI/Jiva) is our production-ready autonomous agent platform that powers job-function specialized agents, not chatbots. It's battle-tested, open-source, and ready to automate real business processes.
Healthcare Insights LLC, built from scratch by our team, revolutionized hospital finance analytics and was acquired by Premier Inc. for $65 million in 2015. Since then, we've delivered Gen AI-powered supply chain intelligence, autonomous agent systems, and full-stack applications across healthcare, supply chain, and enterprise software. We build products that scale, sell, and create real value.
Founded by Abi Chatterjee, whose Healthcare Insights LLC was acquired by Premier Inc. for $65 million, we bring battle-tested engineering to the Gen AI era. We've published research, built open-source frameworks, and delivered production software for 15+ years. We don't just code—we architect, scale, and deliver.
Exit Value Created (Healthcare Insights → Premier Inc.)
Years Building Production Software
AI Solutions Delivered
Whether you need a complete product built from idea to launch or elite engineers to augment your existing team, we provide flexible engagement models at startup prices. Both approaches leverage our hybrid vibe coding + expert engineering methodology.
End-to-end ownership from concept to production. We architect, build, deploy, and maintain your application with SLA guarantees. Perfect for founders who need a complete product delivered.
Scale your team on-demand with vibe-coding-enabled engineers. Your process, your control—we integrate seamlessly. Starting at $800/month, rates that won't break your budget.
A revolutionary healthcare finance analytics platform that provided hospitals with real-time visibility into cost structures, quality metrics, and operational efficiency. Built from scratch, scaled to hundreds of hospitals, consistently ranked #1 by KLAS, and acquired by Premier Inc. for $65 million in 2015. This is the product that proved our methodology works.
Next-generation data pipelines powered by Gen AI that deliver real-time supply chain visibility through autonomous data collection and self-healing pipelines. Built on our open-source Jiva framework, this system implements intelligent write-audit-publish patterns and automated supplier outreach—revolutionizing how enterprises manage supply chain data.
Founder & CEO
Builder of Healthcare Insights LLC (acquired by Premier Inc. for $65M). Published researcher on catastrophic forgetting in LLMs. Creator of the open-source Jiva autonomous agent framework. 15+ years architecting and delivering production software across healthcare, supply chain, and enterprise systems.
Three things: (1) We've published peer-reviewed research on why AI-assisted coding fails at scale and built our methodology around solving catastrophic forgetting. (2) We've delivered a $65M exit (Healthcare Insights → Premier Inc.), proving our approach works. (3) We provide SLA-backed guarantees and take liability for deliverables—we're not just coders, we're your engineering partner with skin in the game.
We leverage AI tools like Cursor, GitHub Copilot, and Claude Code to accelerate development, but pair them with senior engineers who maintain architectural oversight, ensure code quality, and prevent the "catastrophic forgetting" problem where AI loses context in complex projects. Think of it as AI-augmented engineering—not AI replacement of engineering judgment.
Our $800/month entry point is for Developer-as-a-Service—a qualified engineer who integrates with your team using vibe coding tools. For Development-as-a-Service (complete product ownership), pricing depends on scope. Use our cost estimator or schedule a free consultation to get an exact quote. All engagements include daily standups, sprint planning, and full transparency.
Jiva (github.com/KarmaloopAI/Jiva) is our open-source autonomous agent framework designed for job-function automation, not chatbots. If your project needs AI agents that truly automate business processes—like automated supplier outreach, intelligent data pipeline management, or self-healing systems—we build on this battle-tested, production-ready foundation.
Yes. For Development-as-a-Service engagements, we provide SLA-backed guarantees and take contractual liability for deliverables. Post-launch, we offer ongoing maintenance, monitoring, and feature development. We're not a "build and disappear" agency—we're committed to your product's long-term success.
From startups to Fortune 500 companies, we've delivered products that create lasting value. Don't just take our word for it—hear from founders, executives, and engineers who've partnered with us.
Exit Value from Healthcare Insights Acquisition
Years Delivering Production Software at Scale
