Daiwa Ventures Invests in Project Pluto's AI Financial Tool for Institutions

Investment in AI-Driven Financial Solutions

DG Daiwa Ventures (DGDV), based in Chiyoda, Tokyo, has made headlines with its recent investment in Project Pluto Inc., a prominent provider of AI financial agents. The investment was made during the Series A funding round. Project Pluto, led by CEO Hyun, Hong, operates from New York and is set to revolutionize how institutional investors utilize their data.

Introducing Terminal X

The centerpiece of this investment is Terminal X, an AI financial agent designed to cater to institutional investors. It specializes in comprehensively indexing both public and private data to enable precise searching and inference down to cell-level data. Unlike conventional search tools, Terminal X aligns its functionalities with the thought processes of actual analysts and portfolio managers, providing capabilities for research and analysis.

Furthermore, this sophisticated AI tool integrates various facets of investment operations such as creating investment notes, conducting comparative analyses of similar companies, analyzing deal cases, monitoring portfolios, and preparing for investment committee meetings. By establishing a seamless AI workflow, it enhances productivity and analytical efficiency.

Addressing Unstructured Data Challenges

Institutional investors, including asset management firms, private equity houses, and investment banks, generate vast amounts of data from real-time market feeds, internal documents, models, and communication histories. However, a significant portion of this data remains unstructured and fragmented, presenting challenges for immediate AI application. Project Pluto identifies this issue, recognizing that although investment data exists, it isn't optimized for large language models (LLMs). Consequently, they are reconstructing their data infrastructure to facilitate AI's effective integration into real investment processes.

Rapid Enterprise Traction

Project Pluto has demonstrated swift growth following the launch of its services expected in early 2025. In just eight months, usage among enterprise clients has surged nearly 40-fold. The platform has successfully processed over one million queries tailored for corporate needs. Many major clients now utilize Terminal X for a significant portion of their core investment activities.

The conversion rate from paid proof-of-concept (PoC) engagements to contracts is also commendable, reflecting high growth rates on an annual recurring revenue (ARR) basis. Remarkably, this expansion is primarily driven by word-of-mouth referrals among clients, underscoring a product-led growth model.

Competitive Edge through Financial-Focused Data Infrastructure

Project Pluto boasts a specialized data infrastructure tailored for the finance sector, adept at processing both public and private internal data. Its ability to integrate extensive unstructured documents, traditional Excel datasets, and real-time market data allows for comprehensive analyses. The multi-model and multi-agent architecture of Terminal X facilitates optimized AI agents for various investment tasks, distinguishing it as a vertical AI solution rather than a generic AI tool or simple data service.

Investment Rationale from DG Daiwa Ventures

DGDV has long recognized Project Pluto's potential to embed AI agents deeply into the operational workflows of institutional investors. This investment aims to support Project Pluto in establishing a new standard for AI-driven investment decision-making among global financial institutions.

About Project Pluto Inc.

- Company Name: Project Pluto Inc.
- Established: August 2022
- CEO: Hyun, Hong
- Business Focus: Development of AI Financial Agent, Terminal X, for institutional investors (integration of public/private data indexing, automation of investment research and analysis workflows)
- Website: Terminal X

About DG Daiwa Ventures

DGDV is a Tokyo-based venture capital firm focusing on seed and early-stage startups. It collaborates closely with top global investors through co-investment and event partnerships, committed to nurturing cutting-edge technologies across various fields including AI, security, deep tech, fintech, climate tech, and robotics. DGDV's mission is to bridge gaps between Japan and the global market, transforming the startup ecosystem through strategic investments in innovative enterprises.