Doriot
An AI-driven investor recommendation platform designed to match startups with the most suitable investors across the globe. Doriot leverages machine learning and a built-in copilot assistant to personalize recommendations, optimize pitch timing, and improve investor outreach strategy.
The Challenge
Startup founders often waste time pitching to misaligned investors. The traditional outreach process is inefficient and lacks personalization.
Our Solution
Built a smart matching engine powered by AI that recommends investors based on startup stage, domain, and traction. Integrated with a copilot to craft outreach messages and schedule follow-ups.
Inside the Product
A look at the screens the team shipped.
Investor dashboard
Each investor profile summarises portfolio size, most active round, category and location, with the firm's network and closest competitors alongside.
Copilot chat
Founders open with a free-form question or one of the suggested prompts to start a recommendation session.
Copilot analysis
The assistant returns staged, structured strategy the founder can act on, saved to the library for later reference.
Investor dashboard — earlier build
The same screen before the interface refresh, showing how the layout evolved during the engagement.
The Outcome
Measurable results delivered through thoughtful engineering and close collaboration.
What We Built
Technology Stack
The tools and technologies that powered this project.
“Xaios helped us make our frontend cleaner, faster, and more intuitive for our users. Their expertise and responsiveness made a real difference for Doriot.”
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