The Next Generation of Alkymi's Document Retrieval

As AI agents become a core part of enterprise operations, Alkymi continues to expand how they are applied across the platform. One of the latest advancements is the evolution of our Automated Document Retrieval  Service, bringing greater intelligence, adaptability, and automation to document collection. As the foundation of every downstream investment workflow, document retrieval plays a critical role in operational efficiency. When a document is delayed, missed, or inaccessible, the entire process slows down.

Alkymi Automated Document Retrieval

Modernizing Document Retrieval

Since its inception, Alkymi has supported the retrieval of documents from investor portals and data rooms, backed by a 100% coverage guarantee. Before partnering with Alkymi, many clients managed document collection through fragmented, manual processes, including monitoring inboxes, logging into investor portals, navigating different user experiences, locating the right notices or statements, downloading documents, and handling further downstream actions such as extraction and processing.

This work is critical, but it is also time-consuming, operationally burdensome, and difficult to scale. Alkymi solved this challenge through a managed service model, using dedicated operational support to ensure documents are retrieved and delivered for processing on time. 

Today, this same service is advancing through a flexible model that combines direct connectivity, agentic AI, and Human-in-the-Loop (HITL) oversight to deliver greater efficiency, and enterprise-grade control.

• Direct API Connections

When portal providers offer APIs, Alkymi can support direct integrations to streamline document retrieval. This provides a reliable and highly efficient path for collecting documents and moving them directly into Alkymi for downstream processing.

For clients, direct API connectivity can reduce manual touchpoints, improve consistency, and create a more seamless retrieval process where modern portal infrastructure exists.

• Agentic AI powered by Computer Use Agents

Not every portal offers an API, and document retrieval workflows – particularly those involving investor portals – remain highly fragmented. To address this, Alkymi now supports headless automation powered by computer use agents.

These agents can navigate portal interfaces, interact with login flows, including 2FA, retrieve documents, and upload them to Alkymi tenants. This is one of the first of Alkymi’s services to apply agentic AI in a practical, high-value workflow – extending intelligent automation upstream to the document retrieval process itself. 

• Human-in-the-Loop Remains as a Fallback

Alkymi has always maintained that the partnership of AI and humans delivers the best outcomes, and this principle remains central to Alkymi’s Automated Document Retrieval Service. 

Built for the Realities of Private Markets

Automation must still operate within the realities of private markets, where access methods vary, portal behaviors change, and accuracy matters. Even within workflows powered by computer use-agents, Alkymi has deployed humans at strategic checkpoints to address key failure modes. This allows us to maintain operational control and uphold our longstanding 100% coverage guarantee.

Enterprise-Ready Document Retrieval

Alkymi's Automated Document Retrieval Service also includes duplicate detection, file name standardization, document monitoring and tracking, custom document routing to downstream systems, and full end-to-end transparency and reporting. Together, these capabilities help clients track document receipt and timeliness, support SLA-driven operations, and maintain greater visibility and control throughout the retrieval process.

Intelligent Automation Designed to Scale

The result is a more resilient operating model for document collection that combines direct API connectivity where possible, headless automation where needed, and human oversight where it adds confidence and control.

As private markets continue to grow in complexity, document retrieval must evolve beyond simple automation. By combining API connectivity, AI agents, and Human-in-the-Loop (HITL) oversight, Alkymi delivers a more intelligent and resilient approach to document collection. The result is a trusted foundation for downstream workflows that enables investment firms to scale operations, improve visibility, and accelerate the flow of trusted data across the enterprise. Alkymi is helping investment firms modernize one of the most critical operational processes while maintaining the reliability and control the enterprise demands.

Explore Alkymi Automatic Document Retrieval