Company

An experienced team for regulated industries.

Reslt AI provides AI-Powered Test Automation, LLM Assurance and Governance Readiness for mortgage and insurance; a Data Exchange Engine for MISMO and an On-Prem Customized LLM for mortgage; and product engineering for the wider build. Our founding team has worked together for six years, with full retention.

About Reslt AI

Assurance, data exchange and engineering for regulated financial services.

Reslt AI, Inc. is headquartered in McLean, Virginia. We work with lenders, servicers, insurers and the technology companies that serve them — mortgage first, with insurance alongside.

Mortgage and insurance

Assurance offerings

AI-Powered Test Automation, LLM Assurance and Governance Readiness — evidence that your applications, your AI and your controls work as intended.

Mortgage

Mortgage-specific offerings

The Data Exchange Engine for MISMO and the On-Prem Customized LLM for Mortgage, built on our Mortgage Domain Pack.

Both

Product engineering

A senior team for applications, integrations, testing, DevOps and technical controls when the work reaches beyond a single offering. Product engineering →

Memberships

Mortgage Bankers Association member

Reslt AI is a member of the Mortgage Bankers Association, the national association representing the real estate finance industry.

Founder

Ravi Singh

Ravi Singh

Founder & CEO

  • At Freddie Mac: led the decisioning effort behind the transition to MISMO data — ensuring loan-data compliance with the Seller/Servicer Guide, pricing and product rules, customized per selling partner.
  • Led, from the Freddie Mac side, the three-party initiative that became Sapiens Decision — live at Freddie Mac, with Selling, Servicing, Finance & Multifamily decision suites.
  • Carried it into Wells Fargo, Goldman Sachs, JPMorgan Chase and Common Securitization Solutions — as KPI Partner, then Head of Architecture at Sapiens.
  • EVP & CIO at Revature — grew the operation from a handful of engineers to 5,000+ in four years, running multi-site operations across Virginia, Florida, Texas, New York, West Virginia and India — for the Fortune 100.
  • Founded RealCoderz in 2020 to build enterprise HRMS — rebranded to Vizenta AI, focused on vision intelligence and workforce management, operating today across India, the GCC and the US.

Advisors

Advisors with operating experience.

Srikanth Ramachandran

Business & strategy

Srikanth Ramachandran

Founder & CEO, Revature · Managing Partner, Ringbolt Capital

Built Revature into one of the largest technology talent firms in the US, training and deploying thousands of engineers into Fortune 500 enterprises. Advises Reslt AI on go-to-market, enterprise growth, and scaling a senior engineering team.

Vikram Makhija

AI & data

Vikram Makhija

VP Engineering — AI, Data & Security, LinkedIn · ex-Google Cloud Security

VP of Engineering at LinkedIn, after senior security leadership at Google Cloud. Helps Reslt AI with AI, data, and security — the architecture and posture enterprise buyers demand. Holds a Master's in Computer Science from Stanford University.

The team

One team. Six years together.

Continuity is central to how we deliver. Behind the founder is a founding engineering group that has built and operated enterprise platforms across mortgage, insurance and risk together for six years, with full retention. An experienced team with established working practices, not a group assembled for your project. Every role an enterprise expects is covered on one accountable team, US-led, not sourced from a marketplace of contractors. And every discipline is AI-native: each expert works with the Reslt Platform behind them — AI-powered development and AI-Powered Test Automation at every stage — so the team builds at AI speed while a senior specialist stays accountable for every change.

Solution Architecture Technology Lead Senior Engineering Peer Review & Governance DevOps & Reliability QA & Automation Product & Delivery SOC 2 & Compliance
What sets us apart: an established AI-native team, the Reslt Platform and the Reslt AI methodology — one accountable team, with individuals introduced when we talk.

Meet us on your first call.

A senior team from the first conversation — no intermediaries, no handoffs.

Discuss your requirements