Get started

From question to verifiable forecast.

Use the hosted Forecast AI workspace immediately, or install the open-source multi-agent framework for local development, custom infrastructure and self-hosted experimentation.

Launch Forecast AI Install open source

Hosted product

Start in the browser. No installation required.

The hosted workspace manages the core model and intelligence infrastructure. Users only connect credentials when they intentionally choose BYOK.

Enter the workspace

Open Forecast AI in your browser. There is no local installation or command-line setup required for the hosted product.

Sign in and connect a wallet

Choose a forecasting workflow

Analyze a Polymarket or Kalshi contract in Forecast Lab, or select a Robinhood Stock Token in RWA Intelligence.

Use the Swarm or your own agent

Run the standard seven-agent Swarm immediately, or configure a standalone specialist or custom swarm in Agent Studio.

Open-source framework

Run Forecast AI on your own infrastructure.

The open-source repository provides the original multi-agent forecasting framework for developers who want to inspect the architecture, configure their own model providers, run local forecasts or deploy the API server. Some managed integrations and hosted product workflows remain specific to forai.tech.

View GitHub repository

Forecast AI · local setup

Quick install

curl -fsSL https://raw.githubusercontent.com/codebyollie/forecast-agents/main/install.sh | bash

Clones the repository, installs dependencies and opens the configuration wizard.

Requirements

Python 3.11+, pip and provider API keys for the models or services you enable.

Self-hosted API

Run the FastAPI service locally or deploy the framework to your own cloud environment.

1. Manual setup

git clone https://github.com/codebyollie/forecast-agents.git
cd forecast-agents
pip install -e ".[ws]"

2. Configure

forecast setup
# add model keys and enable market sources

3. Run

forecast predict "Your forecasting question"
forecast server --port 8000

Deploy on Railway Deploy on Render Open in Codespaces

Choose your destination

Start with the workflow you need.

Forecast Lab

Prediction-market analysis

Open

RWA Intelligence

24H, 7D, 30D, 90D and 180D asset outlooks

Open

Agent Studio

Create and configure agents

Open

Track Record

Proofs and resolved performance

Open

Bring your own keys

BYOK is optional.

Agent Studio can use platform-managed models or supported user credentials. Private keys are intended for model providers and approved custom endpoints, not for Forecast AI's partner intelligence connections.

OpenAIAnthropicGoogleOpenRouterGroqCustom endpoint

Agent activation

Bond only when you create an identity.

Running the standard Forecast AI Swarm does not require an agent bond. Currently, a 200,000 $FORAI lock is required for each user-created agent or custom swarm you activate on Robinhood.

One bond per active identity

Unlocking returns the bond

Retired identity keeps its proof history

Ready to test

The core product is free during the testing phase.

Run analyses, compare agents and share results. Provider availability and proof eligibility are reported inside each workflow.

Open Forecast AI