maxAI addresses the challenge faced by passive crypto portfolio holders who don’t have the time, expertise, or tools to actively manage their assets in the volatile crypto market. Unlike solutions that cater to active traders, maxAI focuses on simplifying portfolio tracking and decision-making for users who check their investments infrequently.
Our platform not only analyzes unrealized profits and losses, identifies yield opportunities, and flags risky tokens but it also goes a step further by enabling users to take immediate actions based on insights through actionable triggers which is the MSP of our product. By automating this process, maxAI eliminates the stress of constant monitoring and empowers users to make smarter, quicker decisions, ultimately bridging the gap between analysis and execution in crypto portfolio management.
There were several challenges that we ran into
The most challenging aspect was to make use of the Autonomous OnChain Intelligence by using the Coinbase’s Agentkit to create an agent with the user’s crypto portfolio access to provide insights on it given the fact that the AI domain is still immature.
Since AI is not mature enough today, training it to provide maximum yield was a challenging task because the application deals with highly sensitive data with low-risk appetite which resulted in loss of incorporating some extra features and functionalities.
The next greater challenge was to gather the data sources that were required to be fed into the agent in order to run the analysis. For the user’s Crypto Portfolio Distribution, there is no API that could categorize his assets into different categories. We created a whole workflow around that and eventually ended up categorizing his holdings.
The other data source challenge was to collect user data from different wallets and different addresses across different wallets and feeding that to the agent. Now Coinbase’s agent kit does not support fetching theta from external sources. So we had to hack our way ourselves into feeding the agent kit with the external data sets and then running the Onchain intelligence on it and provide the insights.
Special care about the UI/UX for smooth user onboarding and data generation and visualization on the dashboard was the greatest challenge for the team
Visualisation of the distributed user's fund across different categories as follows: Memecoins, Stablecoins, DAOs, Privacy coins, DeFi, L1s, L2s, infrastructures, and others
Generating the report for the user's crypto portfolio such as:
a. The unrealised profit/loss that the consumer might have accrued over the course of his time
b. The yield opportunities that the consumer can look forward to.
c. The presence of the vulnerable tokens in their wallets along with the reason
d. Suggestions in the form of “MaxAI Tips” that will eventually turn out to be actionable triggers in the user’s dashboard.
e. The top performer and the top loser asset in the portfolio.
Multiple Wallet and multiple addresses across different wallets integration to collect the overall extensive data of user's holdings and investments.
Tracks Applied (7)
Coinbase Developer Platform
Coinbase Developer Platform
Coinbase Developer Platform
Coinbase Developer Platform
Coinbase Developer Platform
The Graph
The Graph
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