Blockchain development is notoriously complex. Navigating DeFi transactions requires specialized expertise—skills that are tough to master and even harder to hire for.

Even advanced teams—like those building cutting-edge AI models—often struggle with blockchain development. While AI systems excel at generating insights and strategies, converting those outputs into blockchain-compatible actions is an entirely different challenge.

For many, blockchain integration becomes a bottleneck. Developers spend countless hours dealing with transaction formatting, debugging errors, and managing infrastructure instead of focusing on innovation.

These challenges grow exponentially when dealing with advanced blockchain operations. Stacking multi-step tasks like swapping tokens, staking, and harvesting rewards demands flawless coordination. Adding cross-chain compatibility or time-based tasks makes it even harder, forcing developers to handle networks with different protocols.

The result? Delays, higher risks, and slower progress. These hurdles can derail even the most promising teams, making it harder to stay agile and competitive.

Accelerating Blockchain Development with Borsa

For teams venturing into blockchain, the steep learning curve and technical demands can feel overwhelming. Borsa accelerates this journey by completely abstracting blockchain complexities, enabling developers to focus on their core expertise. 

With Borsa, there is no need to master the nuances of DeFi protocols or learn how to execute blockchain transactions. With Borsa, developers work with a simple, structured format that transforms high-level goals into actionable steps. This process reduces the time spent learning and developing, allowing teams to focus on innovation instead of getting lost in technical details.

To illustrate Borsa’s functionality, imagine an AI team building an agent to optimize user portfolios. The agent analyzes a mix of inputs—Twitter sentiment, market conditions, and other data—to recommend DeFi strategies that maximize user returns.

Now, let’s say the agent determines that the user should allocate 100 USDC from their balance on Polygon to lend ETH on Moonwell on Base. Normally, implementing this recommendation would require the developer to:

1. Swap USDC for ETH on Polygon.
2. Bridge the ETH to the Base network.
3. Deposit the ETH into Moonwell to start earning yield.

Each step involves multiple protocols, error-prone manual transaction formatting, ensuring native tokens are available for fee payment on both chains, slippage, and coordination between chains—all while ensuring compatibility and cost efficiency.

With Borsa, the developer does not need to deal with the complexity of blockchain. Borsa provides a simple format to translate the AI’s recommendation into a structured intent:

• From: 100 USDC on Polygon.
• To: Lend ETH on Moonwell on Base.

The developer simply inputs the starting state and desired end goal, and Borsa handles the rest. It automates the transactions, optimizes gas fees, and ensures flawless execution. This allows developers to focus on building smarter AI systems rather than navigating blockchain intricacies.

The AI Confirmation Challenge: A Tough Nut to Crack

Borsa doesn’t just simplify onchain execution implementation—it also addresses a critical user experience issue: confirmations. Financial transactions require user confirmation to ensure actions align with the user’s goals. Without this step, errors, confusion, or mistrust can undermine the experience.

The challenge lies in how transaction details are presented. Without Borsa, users are often asked to approve vague or overly technical outputs or even a plain set of transactions and parameters like gas and slippage. For most users, these terms lack context, leading to hesitation, confusion, or outright rejection. Blockchain interactions demand clarity to build trust and confidence.

Borsa eliminates this issue by replacing technical details with a simple and readable format. Before execution, users are presented with clear, structured intents that summarize the action in an understandable format:

/

{
  from: {
    amount: 100,
    token: "USDC",
    chain: "Polygon"
  },
  to: {
    token: "ETH",
    chain: "Base",
    protocol: "Moonwell"
  }
}

This simple format allows users to easily review and confirm actions without requiring technical blockchain knowledge. Once confirmed, Borsa automates the execution securely and efficiently.

AI-based dApps bring other unique challenges to blockchain development, particularly when dealing with unstructured user inputs like free text. Consider an example like Siri: a user might request, “Play my favorite song” or “What’s the weather today?” 

In Siri’s case, these errors are minor—playing the wrong song or misreporting the weather is inconvenient but tolerable. However, in the context of blockchain transactions, the stakes are much higher. Using an AI engine for sensitive, irreversible actions like transferring funds or executing DeFi interactions requires an additional layer of trust and clarity. Users need to confirm that the proposed actions align with their intent.

An AI-powered dApp that processes free-text inputs must translate them into blockchain-compatible actions. For instance, a user might input, “Invest 100 USDC in the best yield pool.” The AI processes this and outputs a series of transactions like swaps, bridges, and staking.

Again, we face the user confirmation issue. Most users cannot comprehend the complexity of these transactions. Asking them to approve vague or overly technical outputs without context creates confusion, mistrust, and hesitation. Without a clear and simple way to confirm these actions, the user experience suffers.

To address this challenge, Borsa uses a two-step process. 

Borsa’s two-step process solves this:

1. Free Text to Intent: The AI’s output is converted into a simple, standardized intent that users can easily understand.
2. Intent to Execution: Once approved, Borsa handles all technical blockchain steps.

This two-step process provides two major benefits: 

1. Clarity for Users: Users review simple, readable actions, building trust and confidence.
2. Reduced Complexity for Developers: Developers focus on AI decisions while Borsa manages blockchain execution.

With Borsa, the complexities of blockchain interactions are abstracted, enabling secure, accurate execution while empowering teams to innovate faster.

Build Smarter, Faster, and Safer with Borsa

For AI-based dApps, Borsa bridges the gap between unstructured inputs and effortless blockchain execution. It accelerates development, reduces risk, and simplifies user interactions, letting your team focus on what truly matters—your innovation.

With Borsa, your team can:

• Decrease Risk: Minimize errors with a reliable system that automates complex blockchain processes and ensures secure execution.
• Provide a Better Experience: Simplify blockchain interactions for developers and users, making them intuitive and efficient.
• Launch Faster: Optimize development workflows so your team can bring products to market more quickly and with confidence.

Every moment spent wrestling with blockchain is a moment lost from innovation. Borsa takes on the complexities of blockchain execution, enabling your team to build transformative AI-powered dApps—efficiently, securely, and at scale.

To learn more about how Borsa can accelerate your on-chain AI development, read our docs here.

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