Technical Guide: Automating Credit Fund Operations with Fundable

Practical Summary

Fundable is an AI-powered platform designed to transition credit and asset-based finance funds from headcount-heavy, manual operations to software-driven workflows. By unifying disparate data sources—such as loan tapes, servicer data, spreadsheets, and email—into a single, continuously updated source of truth, the platform enables autonomous agents to execute core fund functions. These agents perform tasks including loan diligence, acquisition, portfolio monitoring, and workout recovery. The platform is specifically engineered for managers of asset-based credit, including CRE bridge, fix-and-flip, DSCR, and Non-QM loans, allowing firms to scale operations without a proportional increase in staff. By treating data as an asset rather than a byproduct of manual labor, the platform allows funds to maintain their mandate while offloading the operational execution to software agents.

Prerequisites and System Integration

To function effectively, Fundable requires integration with the existing technical stack of a credit fund. The platform is designed to ingest data from a wide array of systems, including DealCloud, Bloomberg, Excel, Aladdin, SS&C, Outlook, and DocuSign. Additionally, it incorporates external data feeds such as county records, property valuation services, and market data. Because the platform acts as a unified data layer, it is essential that these systems are accessible for integration. Fundable supports flexible deployment environments, including managed cloud, dedicated single-tenant environments, private VPCs, or fully on-premise installations, ensuring that data security and retention policies remain under the control of the fund manager. This architecture ensures that the platform integrates into the environment the fund already uses, rather than requiring a complete migration of existing infrastructure.

The Documented Workflow

The Fundable workflow is structured around the deployment of vertical AI agents that operate on the unified data foundation. The process typically begins by identifying the most critical operational bottleneck, such as diligence or monitoring, and deploying the corresponding agent. The agent stack includes:

• Pre-close Originator DD: Scores counterparty risk before loan acquisition.
• Pre-close Loan DD + Acquisition: Automates loan diligence and valuation, reducing tape-to-bid timelines from weeks to hours.
• Post-close Portfolio Monitoring: Watches the book across performance, covenants, and early-warning signals, flagging the loan that's about to turn before it does.
• Post-close Reporting & Services: Produces LP, fund and position reporting on demand, and coordinates the external services a fund buys.
• Post-distress Workout / Recovery: Recovers distressed loans matched to the investor's mandate, where a non-performing loan costs 10–13x the labor of a performing one.

Data Processing and Output

Once integrated, the platform continuously updates its data layer to reflect every asset, loan, borrower, property, and counterparty. The agents read and write to this same layer, ensuring that the output is consistent across all functions. For example, in the acquisition phase, the platform performs decomposed valuation and provides buy/no-buy recommendations based on the loan tape. In the monitoring phase, the platform provides live updates on metrics such as unpaid principal balance (UPB), active loan counts, and weighted yields, while flagging loans that require review. This allows managers to catch issues, such as pre-foreclosure indicators, before they escalate. The platform transforms scattered data into a substrate that the fund operates on, ensuring that context compounds with every loan the fund touches.

Limitations and Strategic Considerations

While Fundable offers significant automation, it is not a replacement for the fund's mandate or capital management; the human team retains control over these strategic elements. The platform is specifically optimized for asset-based credit and real-estate credit classes. Funds that operate outside of these asset classes or that do not have the necessary digital infrastructure to integrate with the platform may find the implementation process more complex. Furthermore, because the platform is a subscription-based service that scales as more agents are activated, managers should evaluate their operational volume to determine the cost-benefit ratio of automating specific functions versus maintaining manual processes. The platform is designed to scale with volume, making it most effective for firms that have outgrown 1990s-vintage systems.

Who Should Use Fundable

Fundable is intended for credit and asset-based finance fund managers, note buyers, and originators who are currently constrained by manual, fragmented processes. It is particularly suitable for firms that process hundreds to thousands of loans per month and require rapid, investor-grade output. By moving away from a headcount-based model, these firms can leverage the platform to achieve faster secondary-market execution and more efficient portfolio management. The platform is built for teams that need to scale operations with volume, not headcount. For more information on how the platform integrates with specific systems, visit https://fundableai.com to discuss deployment options and agent capabilities.

Operational Philosophy

The core philosophy behind Fundable is that a fund is a headcount business running on fragmented data. By shifting the operational burden from people to autonomous agents, the platform aims to solve the problem of data never becoming an asset. Because the data layer is built once, each new agent runs on a foundation that is already there rather than starting from scratch. This compounding effect is central to the platform's value proposition. Managers are encouraged to start with the function that hurts most—whether that is sourcing, diligence, acquisition, monitoring, or workout—and add the rest of the agent stack as the fund scales its operations.

Technical Foundation

The platform was built by a team with deep expertise in document AI, decisioning, and the data layer underneath credit infrastructure. The infrastructure is designed to handle the entire lifecycle of an asset, from origination through securitization. By offering this as a platform, Fundable allows every fund to access the same level of operational sophistication that was previously only available to large-scale asset managers. The platform ensures that every system a fund already runs on—sourcing, portfolio, servicing, spreadsheets, email—is unified into one continuously-updated layer. This technical foundation is what enables the agents to perform the work rather than just assisting a person doing the work.