PlutoFi

Liquidity provisioning on Solana has two core challenges. Prop AMMs like Lifinity, HumidiFi, Solfi capture roughly 60% of all DEX volume on Solana, and these venues are closed off to the public, meaning retail LPs are left competing for yield in the remaining 40% across public DEXes like Meteora, Raydium, and Orca, where fee generation is significantly thinner. Compounding this, capturing yield from these public pools is far from straightforward. Liquidity providers must deeply understand the AMM mechanics specific to each protocol (CPAMM, CLMM, DLMM), model impermanent loss under different volatility, and continuously monitor and rebalance positions as market conditions shift. The barrier to entry is high, and the operational overhead of doing it well is significant enough that only 0.03% of Solana wallets actively LP despite the sector generating roughly $1B in monthly fees.

PlutoFi solves this. The platform deploys AI agents that fully abstract away this complexity, handling the research, strategy construction, and ongoing position management on the user's behalf. Agents are fed live on-chain context through PlutoFi's internal MCP server, giving them the latest market state possible at the time of every decision. With this context, they evaluate opportunities across the full spectrum of supported protocols and AMM types; considering pool security ratings, yield sustainability, impermanent loss exposure, and cross-protocol capital efficiency to construct the most optimal set of strategies for a given user's risk profile. Multiple strategies run in parallel, routing across different protocols, AMM designs, and yield techniques simultaneously to maximize risk adjusted returns. PlutoFi is the Codex for DeFi, we aim to provide the same caliber of strategy and execution as a prop desk to any user.

The interface through which users interact with all of this is Orbit, a map based portfolio visualization that replaces the traditional dashboard paradigm. Rather than a table of positions, users see a live graph where each node represents a position or protocol they are deployed in, giving an immediate spatial sense of how their capital is distributed across the DeFi landscape. Edges between nodes carry a real time safety score encoded in colour, shifting from green through yellow to red as position health metrics change. This means both the agents and the users themselves can see when a position is deteriorating, signalling a time to rebalance or exit. Orbit is drag and drop, allowing users to intuitively manage their portfolio layout, while all execution runs through the agent layer underneath.

From a technical standpoint, PlutoFi is fully vertically integrated across the entire data stack. At the base layer, a proprietary Rust engine streams raw transaction data directly from Solana validators via Geyser gRPC, giving access to on-chain activity with sub millisecond latency. This raw stream feeds into a custom transaction parsing engine that decodes activity across all supported protocols and AMM types, extracting the structured signals needed for analytics and agent decision making. Parsed data flows into an indexing layer that maintains queryable, live state across positions, pools, and protocols, acting the foundation on which PlutoFi's analytics, position health metrics, and yield computations are built. We do not rely on any third party APIs or external data providers at any point in this pipeline. The result is a data infrastructure with a level of completeness, latency, and reliability that cannot be replicated by platforms built on top of existing indexers or aggregator APIs. It is this infrastructure that allows PlutoFi's agents to act on the best possible information at all times.

Our work is supported by Superteam Canada and Spark.