Boosts user retention by 35% with faster, accurate answers on Vertex AI
Frees up 40% of developer time to accelerate innovation with Vertex AI
Enables 612,000+ on-chain DeFi transactions using a scalable backend on Google Kubernetes Engine
Builds the foundation to expand from DeFi into new fintech markets on Google Cloud
Architecting agentic finance on Google Cloud, INFINIT automates complex DeFi to accelerate innovation and user growth.

Many users are attracted by the investment opportunities offered by the decentralized finance (DeFi) industry. But for most people, navigating the fragmentation of dozens of blockchains, each hosting thousands of distinct protocols and tools, is a significant barrier to entry. INFINIT was founded to solve this problem. For 80% of its staff, who experienced first-hand the limitations of traditional financial systems, the mission is personal.
INFINIT’s vision is an "agentic" platform where specialized AI agents coordinate to help users discover, evaluate, and execute complex DeFi strategies in a single click.
DeFi is so fragmented, it’s incredibly hard for users to keep up with all the options and changes, let alone find the right opportunities for them.
Tascha Punyaneramitdee
Founder, INFINIT
To translate user goals into safe on-chain transactions, these AI agents required highly detailed and lengthy system prompts. The language models the team initially used struggled with these long context requirements, forcing a difficult compromise: either shorten the prompts and risk losing critical context, or face system failures.
To fulfill its mission and deliver a frictionless experience, INFINIT needed a robust and versatile AI foundation that could handle the nuances of financial transactions without compromise.
To build a sophisticated agentic platform capable of simplifying DeFi, INFINIT developed a fully integrated and scalable AI architecture on Google Cloud. The goal was to employ a swarm of specialized AI agents to help users discover personalized strategies, evaluate opportunities with real-time data, and execute complex transactions in a single click.
The team knew they needed a highly orchestrated backend to bring to life their vision for a radically simple user interface. They chose Vertex AI as the core platform to manage its AI engine, giving it the flexibility to select the best model for any task — including Gemini for its large context window on complex financial prompts.
The hardest part is making the user experience simple when the backend is incredibly complex. Having a strong, interconnected infrastructure with Google Cloud allows us to handle that complexity, so we can focus on enhancing the application functionalities that unlock value for our users.
Tascha Punyaneramitdee
Founder, INFINIT
Now, when a user enters a natural language prompt, the request is first processed on a backend running on Google Kubernetes Engine (GKE), supported by Compute Engine, Cloud Run, and Cloud SQL to ensure reliability and scale.
From there, Model Garden on Vertex AI intelligently routes the query to the most effective LLM. To ensure answers are always accurate and timely in the fast-moving DeFi market, a RAG (Retrieval-Augmented Generation) engine on Vertex AI enriches the prompt with real-time on-chain and off-chain data. The agents then coordinate to generate a secure, one-click "executable plan," translating what would be a complex, multi-step process into a single, simple action for the user to approve.

By delivering faster and more accurate answers, INFINIT achieved a 35% increase in user retention, with more than 612,000 on-chain DeFi transactions being executed through the platform.
The efficiency of using Vertex AI managed services also freed up 40% of the development team’s time, allowing them to focus on enhancing core user features — such as the ability to discover personalized strategies or to create and publicize complex transactions from a single prompt.
Supported by a backend that handles immense complexity, INFINIT can now deliver on its core mission of making finance accessible. This solution has translated a complex and fragmented landscape into a simple and intuitive experience for its users.
From this launchpad, INFINIT is planning to expand into fintech and traditional finance, architecting a new "Agentic Finance" category. Active discussions are underway with a major fintech player in Southeast Asia to co-create new agentic payment solutions, all powered by the same scalable infrastructure built on Google Cloud.
It feels like the Google team genuinely cares about our mission and is invested in our success, even though we're so much smaller. That personal touch and trust go a long way.
Tascha Punyaneramitdee
Founder, INFINIT
INFINIT is a financial technology company building an agentic AI protocol to make decentralized finance (DeFi) simple, accessible, and easy to use for everyone.
Industries: Financial Services, Startup, Web3
Location: Thailand
Products: Vertex AI, Model Garden, Gemini, Google Kubernetes Engine (GKE), Compute Engine, Cloud Run, Cloud SQL, Cloud Storage, App Engine