FJ Labs Casestudy

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AI-Powered Investment Document Intelligence

Project Overview

FJ Labs runs one of the most active deal pipelines in venture capital. That means a constant flow of investment proposals, SAFEs, convertible notes, and equity agreements arriving every single day, each needing to be read, understood, extracted, and moved through an approval process before the team can act. When your deal volume is that high, the documents stop being a manageable administrative task and start being a bottleneck that slows everything else down.

We built a platform to remove that bottleneck entirely. The moment a document arrives in the team's inbox, it is captured automatically, read by AI, and moved into a structured workflow without anyone needing to touch it. Every key term is extracted, every stakeholder is notified at the right moment, and every decision and comment is tracked in one central place. The team's job became reviewing and deciding, not managing the paper.

The Challenge

The challenge was not just volume. It was building something accurate and trustworthy enough that a world-class investment team would actually rely on it.

The Documents Never Stop Coming

SAFEs, convertible notes, equity agreements, and investment proposals arrive on a rolling basis. Manual review of each one was creating real delays in a process where speed genuinely matters.

Approvals Needed to Move on Their Own

After extraction, each document had to flow through a defined multi-stakeholder approval process, with the right people notified at the right time and a clear record of every decision made.

Legal Documents Are Not Simple Forms

Investment documents contain complex legal and financial language, variable structures, and critical terms buried in dense paragraphs. The AI needed to extract the right information accurately, not approximately.

Everyone Needed to See the Same Picture

With multiple reviewers, admins, and stakeholders involved, the team needed a single source of truth where they could see every document's status, every comment, and every decision, in one place and in real time.

The Solution

Intelligent Document Capture

Accurate AI Extraction

Automated Approval Workflow

Centralised Visibility & Role-Based Access

Impact

The time from document receipt to investment decision shortened significantly. Manual data entry disappeared. And the team gained something they did not have before: a single, always-current view of every deal in the pipeline, with every decision and every comment in one place. The paperwork that used to slow things down now moves on its own.

Key Features

Microsoft Outlook Integration

AI-Driven Term Extraction

Automated Approval Workflows

Centralised Deal Dashboard

Role-Based Access Control

Full Audit Trail

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