LUMIQ Unveils LiteCone to Scale Financial Services AI from Pilot to Production

LUMIQ has launched LiteCone, a pioneering Agentic AI Workforce designed to move artificial intelligence from experimental pilots to production-grade operations. LiteCone is engineered to automate complex, high-volume back-office environments within the highly regulated Financial Services Industry (FSI), ensuring scale, governance, and measurable business outcomes.

As financial institutions struggle to bridge the gap between AI hype and operational reality, LiteCone introduces a structural shift. Unlike standard “copilots” that act as assistive overlays, LiteCone deploys a structured, audit-ready workforce of specialized AI agents that function as primary “doers” within core workflows such as underwriting, claims adjudication, and servicing.

Shoaib Mohammad, Founder & CEO, LUMIQ, said, “Financial services institutions needed AI that scales. LiteCone does exactly that—audit-ready and built for FSI. By automating underwriting, claims, and servicing workflows, we’re seeing tangible productivity gains across back-office operations.”

The LiteCone Workforce: Specialized Agents for Complex Workflows:

LiteCone offers a modular approach, allowing institutions to start with a single workflow and scale horizontally and vertically as maturity increases. The workforce features a suite of named, role-specific agents:

• LEO & ERIC: Specialists in Insurance and Health Underwriting.
• ARIS: A dedicated Health Claims Adjudicator.
• AURA: An intelligent Intake and Submissions Agent.
• ALEX: A Credit Underwriting expert.

These primary agents are supported by horizontal “orchestrator” agents responsible for triage and routing, data verification, cross-validation, reasoning and audit, communication, outbound calling, and third-party interactions. This ensures automation remains consistent end-to-end, rather than fragmented across tools.

Why LiteCone Is Different—and Built for Scale

LiteCone is production-first and governance-ready, purpose-built for regulated financial services environments. Unlike AI platforms that position models as copilots or assistants, LiteCone enables Agentic AI agents to own and execute workflows, while remaining explainable, auditable, and compliant. This directly addresses the most persistent enterprise challenge today: scaling AI pilots into production safely and predictably. In underwriting, claims, and servicing—where volume, accuracy, and compliance converge—LiteCone delivers tangible ROI through improved speed, reduced costs, and consistent decisioning. As financial institutions shift from experimentation to accountability, LiteCone is positioned for rapid adoption across operations and transformation budgets.

Go-to-Market Strategy and Growth Vision

LUMIQ plans to scale LiteCone through a focused enterprise GTM motion and strategic co-sell partnerships, starting with high-impact back-office workflows where automation outcomes are immediately measurable.

Customer reach will be driven through:

• CXO-led forums such as Fulcrum by LUMIQ, well supported by Flexi Roundtables
• Targeted ABM outreach to operations, technology, and transformation leaders
• Tightly scoped production pilots designed to prove value quickly and expand confidently

The growth strategy follows a land-and-expand model—starting with a single workflow (e.g., underwriting or claims), expanding into adjacent processes, and eventually deploying multiple AI agents as a unified workforce across business lines. Given that these workflows sit at the heart of every policy, claim, and onboarding journey, the addressable market spans core FSI operations at scale.

Industry Perspective: The Role of Ecosystem Platforms

Commenting on the broader shift toward production-grade AI, Gaurav Sharma, Founder of Flexi Roundtables, said, “To grow in today’s enterprise market, leaders need both a telescopic and a microscopic view—seeing the long-term transformation arc while also understanding execution at the workflow level. What stands out with LiteCone is its clarity on production, not experimentation. With AWS support and the kind of ecosystem conversations we see at Flexi Roundtables, platforms like LiteCone are well-positioned to scale across India’s financial services and GCC landscape.”

Flexi Roundtables continues to serve as a CXO-only leadership forum where such production-grade technology decisions are shaped through peer dialogue rather than vendor narratives.