What brightriver.ai does

Brightriver.ai (legal entity: Brightriver Analytics Pte. Ltd.) is a Singapore-headquartered B2B SaaS company that builds AI software for institutional private markets investors, including sovereign wealth funds, large institutional asset managers, and private markets fund managers. The company originated in 2018 as an internal AI initiative within institutional asset managers and sovereign wealth funds, where the founding team — drawn from GIC, ADIA, BlackRock, fund managers, and fintech startups — developed NLP and knowledge graph tooling for private markets investment workflows before productizing the capability as a standalone platform.

Its core product is Deal Team by Brightriver, an institutional AI platform that consolidates a firm's proprietary documents, datasets, and historical deal records into a single searchable knowledge base and exposes four purpose-built AI agents: a Cross Deal Agent for side-by-side deal comparison, a Web Search Agent for research across web sources, a Quant Agent for statistical analysis on large datasets, and External Data Agents that pull from third-party APIs. Underlying capabilities include NLP, knowledge graphs, generative analysis templating, and predictive analytics on structured data, supported by SOC 2 and ISO 27001 certified security with a zero data retention policy and no training on client data.

Brightriver operates a direct enterprise sales motion targeting institutional investors and fund managers, with a structured three-step onboarding process (demo → trial → workflow integration) and quote-based annual subscription pricing. Commercial presence spans the United States and Singapore. The company has 1-10 employees, raised its first disclosed funding round of $500K in March 2025, and does not publicly disclose customer logos, ARR, or contract values.

Name

brightriver.ai

Legal name

Brightriver Analytics Pte. Ltd.

Website

https://brightriver.ai

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

1–10 employees

Short description

Brightriver.ai is a Singapore-based B2B SaaS company offering Deal Team, an AI platform for institutional private markets investors. It consolidates deal documents and datasets using NLP and knowledge graphs, automating analysis through specialized AI agents for asset managers and sovereign wealth funds.

Ownership category

akta.pro rank

Product category

Private Markets Investment Intelligence Software

NAICS

Software Publishers (513210), Software Publishers (5132)

SIC

Services-Computer Programming, Data Processing, Etc. (7370), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

akta.pro secondary industry

AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)

Keywords

• Private markets intelligence
• Investment analysis platform
• AI deal analysis
• Institutional asset management
• Portfolio management software

Headquarters

HQ city

Singapore

HQ country

Singapore

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. SaaS Subscription (Deal Team Platform): The company offers its Deal Team platform as a subscription-based SaaS product targeting institutional private markets investors. The platform is offered via a structured onboarding process (demo → trial → integration), indicating recurring subscription revenue. The company has operated since 2018 developing AI tools for institutional asset managers and sovereign wealth funds.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

Brightriver.ai offers "Deal Team by Brightriver," an institutional AI platform for private markets investors. The platform consolidates a firm's proprietary documents, datasets, and historical deal records into a searchable knowledge base, and augments this with four AI agents (Cross Deal Agent, Web Search Agent, Quant Agent, External Data Agents) that automate deal comparison, web research, quantitative analysis, and external data enrichment. It is delivered as a SaaS subscription with enterprise-grade security (SOC 2, ISO 27001) to institutional asset managers, sovereign wealth funds, and private markets fund managers.

Product overview

Brightriver.ai offers Deal Team by Brightriver as a unified institutional AI platform for private markets. The platform centers on a core product that consolidates firm knowledge bases, automates analysis, and enables collaboration. It is augmented by four specialized AI agents: Cross Deal Agent (deal comparison), Web Search Agent (web research), Quant Agent (statistical analysis), and External Data Agents (external data enrichment). These agents work together within the unified platform to help investors focus on performance rather than paperwork.

Differentiator

Problem solved

Functional benefit

Products and services

• Deal Team by Brightriver An institutional AI platform for private markets investors that consolidates a firm's comprehensive knowledge base—including documents, datasets, and historical records across past and present investment opportunities—and enables AI-powered deal analysis, automated reporting, and real-time team collaboration. Built for institutional asset managers, sovereign wealth funds, and private markets fund managers, with SOC 2 and ISO 27001 security certifications and a zero data retention policy.

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability9 records

Feature6 records

Scale indicators2 records

Recent moves5 records

Expansion highlights4 records

Direct peers

• Grata: Grata is an AI-powered private company intelligence and deal-sourcing platform for investment professionals. It is a direct peer because Brightriver also targets private-markets investors with AI-driven deal discovery and analysis workflows, overlapping on the same buyer personas.
• AlphaSense: AlphaSense is an enterprise market intelligence platform that uses AI/NLP to search across broker research, filings and proprietary content for investment and corporate teams. It directly competes with Brightriver's Web Search Agent and knowledge consolidation use cases for institutional investors.
• Preqin: Preqin is a leading data and analytics provider for the alternative assets industry, serving the same institutional investor and fund manager buyer base as Brightriver. It is comparable because both platforms aim to give private-markets investors structured access to deal, fund and performance data.
• PitchBook: PitchBook provides private capital market intelligence and data on companies, deals and funds for investors and advisors. It is a direct peer given shared focus on serving institutional private-markets investors with data-driven deal workflows.
• Sourcescrub: Sourcescrub applies AI and NLP to source, enrich and prioritize private company targets for deal teams. It overlaps with Brightriver on AI-enabled deal sourcing and enrichment within the same institutional investor buyer segment.
• Affinity: Affinity is a relationship intelligence platform built for dealmakers, automating CRM, deal pipelines and warm introductions. It is comparable because both products centralize private-markets deal relationships, pipelines and collaboration workflows for investment teams.
• Tegus: Tegus (now part of AlphaSense) provides expert-call transcripts and primary research for institutional investors. It is a direct peer given overlapping buyer personas (buy-side analysts and investment professionals) and overlap with Brightriver's due-diligence research workflows.

Emerging players

• Hebbia: Hebbia is an AI knowledge worker platform that analyzes large document sets for financial and professional services firms. It is an emerging peer because its document-level AI analysis overlaps with Brightriver's NLP-driven deal analysis, though it serves a broader finance user base beyond private markets.
• 73 Strings: 73 Strings provides an AI-powered data extraction and monitoring platform for private credit, private equity and structured finance. It is comparable to Brightriver as a vertical AI/SaaS play serving private-markets investors with structured data and analytics.

Broad incumbents

• Carta: Carta is a broad incumbent providing cap table management, fund administration and private-market data infrastructure. It is comparable as a foundational platform for private-markets GPs and LPs, although it covers ownership and fund admin rather than deal analysis.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds1 record

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about brightriver.ai