Orchid

Orchid is an AI infrastructure tool that provides a private LLM and full research platform for institutional investors. It offers institutional-grade compliance, grounding guarantees, and private deployment for financial analysis.

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At a glance

Pricing

Enterprise

Free tier

API

Yes

Skill level

Technical

About

What is Orchid?

Orchid is an AI infrastructure specifically designed for institutional investors, including hedge funds, family offices, and allocators. It provides a private LLM and a comprehensive research platform, ensuring institutional-grade compliance, grounding guarantees, and private deployment where data never leaves the user's perimeter. The platform addresses the challenges of fragmented intelligence and compliance gaps often associated with consumer AI tools. Orchid offers two access methods: the orchid01 API for developers and quant teams, and the Orchid Platform, an all-in-one research environment for investment teams. Key features include document-grounded analysis, automated research workflows, live dashboards, and native integration of proprietary models and data feeds. The underlying orchid01 model is finance-native, trained to understand complex financial concepts, and provides response grounding against source materials to prevent hallucinations.

Best used for

Ideal for institutional investors and quant teams who need to conduct document-grounded financial analysis, automate complex research workflows, and monitor investment portfolios with institutional-grade compliance. Especially valuable for firms requiring private LLM deployment and verifiable outputs against their proprietary data.

Common actions

analyze financial data

automate research workflows

monitor investment portfolios

ensure compliance

integrate proprietary models

Capabilities

Key features

Private LLM deployment
Document-grounded analysis
Automated research workflows
Finance-native reasoning
Zero data retention
Audit trail to infrastructure
Proprietary model integration

Target Audience

developer

Integrations

Not yet documented

Pricing & Plans

Enterprise

Not publicly disclosed. Check orchid.ac for current pricing.

FAQs

What kind of data privacy and security does Orchid offer?

Orchid provides private deployment, ensuring your prompts, data, and model improvements never leave your environment. It enforces zero data retention by default, meaning prompts and responses are never persisted on third-party infrastructure. Additionally, every request's audit trail is written to your own database for compliance.

How does Orchid prevent AI hallucinations in financial analysis?

Orchid's orchid01 model employs response grounding, evaluating every financial claim against your provided source materials. Unverifiable figures are explicitly flagged before they can surface, ensuring that fabricated statistics do not reach analysts or decision-makers, and every response includes a grounding confidence evaluation.

Can Orchid integrate with existing financial models and data feeds?

Yes, Orchid is designed for native integration with your proprietary models and data feeds. The Orchid Platform allows for these to be deployed across the platform, and the orchid01 API is a finance-native inference endpoint compatible with existing tooling, requiring minimal configuration changes.

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