When Mortgage 1st began exploring artificial intelligence, their starting point will feel familiar to many business leaders. AI was useful, but only at the margins. Tools like ChatGPT helped polish emails and improve written communication, but the idea that AI could fundamentally reshape the business felt uncertain.
That scepticism quickly changed.
From the very first working session with RiverAI, the conversation shifted from incremental improvement to transformational opportunity. The RiverAI team brought forward ideas that reframed what was possible across the Mortgage 1st operation, revealing how AI-first thinking could unlock scale, efficiency, and long-term competitive advantage across the mortgage value chain.
What stood out immediately was not just the ambition of the ideas, but the practicality behind them. RiverAI worked closely with Jon Stones and his leadership team to translate complex AI concepts into clear, actionable initiatives that the whole organisation could understand and rally behind.
Rather than operating as an external consultancy, RiverAI embedded themselves as a true partner. Hands-on, responsive, and deeply invested in Mortgage 1st’s success. Every step of the journey was explained in plain English, ensuring confidence and clarity across both leadership and delivery teams.
Together, RiverAI and Mortgage 1st have begun shaping an AI-first transformation designed not just to optimise today’s processes, but to position the business as a future market leader in the mortgage industry.
The initiatives explored go far beyond automation. They focus on reimagining how mortgage businesses scale without linear increases in cost, leveraging automation to drive lead-to-DIP conversion dramatically, using AI to enhance decision-making, insight, and customer experience, and laying foundations for sustainable differentiation in a highly competitive market.
Crucially, this is capability that Mortgage 1st simply could not have built internally, at least not at the speed, depth, or maturity required. RiverAI brought a level of AI engineering, strategic thinking, and delivery experience that would be impossible to replicate through traditional hiring alone.
For Mortgage 1st, this partnership represents more than a technology programme. It marks a strategic shift in how the business evolves, competes, and grows.
As CEO Jon Stones puts it:
“RiverAI’s cutting-edge approach is exactly what we need to stay ahead. There is no way we could have hired a team internally to implement this level of AI-first transformation, and I can’t wait to see where this partnership takes us.”
Jon Stones
Managing Director, Mortgage 1st
