---
url: "https://predictiontoolkit.com/tools/forecast-ai/"
publisher: "PredictionToolkit"
dateModified: "2026-11-02"
---

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![Forecast AI logo](<https://predictiontoolkit.com/assets/logo-forecast-ai-8d93ddac2e53.webp>)

Research tool

# Forecast AI: Specialist-Agent Forecasts and Persistent Records

Forecast AI provides multi-agent research for Polymarket/Kalshi questions and separate asset outlooks. Forecast Lab compares specialist estimates, while Agent Studio configures persistent prediction, RWA or hybrid identities.

[**3.0**/ 5Editorial rating](<https://predictiontoolkit.com/tools/forecast-ai/#reviews>) [Editorial assessment](<https://predictiontoolkit.com/tools/forecast-ai/#reviews>) 

[Open Forecast AI](<https://forai.tech/>) forai.tech

**Available on:** Web

**Pricing:** [See plans and costs ↓](<https://predictiontoolkit.com/tools/forecast-ai/#pricing>) 

[Screenshots](<https://predictiontoolkit.com/tools/forecast-ai/#screenshots>) [Explore alternatives](<https://predictiontoolkit.com/tools/forecast-ai/#alternatives>) 

[AI agents](<https://predictiontoolkit.com/polymarket-ai-agents/>) [Forecasting](<https://predictiontoolkit.com/polymarket-forecasting-tools/>) 

## Screenshots and interface

Product preview1 / 2

Provider illustration of RWA research.

## What is Forecast AI?

Keep role-level evidence and disagreement visible rather than relying only on consensus. Connector provenance distinguishes used, unavailable, failed and irrelevant sources. RWA/native-coin outlooks need explicit horizons and differ from event probabilities.

Eligible forecasts can be shared publicly and committed to a supported network. A commitment records publication, not accuracy; Brier-style scoring follows resolution. Potential token rewards and paid-agent discovery remain under discussion.

### Who it is for

-   Comparing evidence domains.
-   Inspecting model disagreement.
-   Building forecasting identities.

## Research coverage and methods

-   **Specialists**
    
    7 roles keep evidence/probabilities separate before consensus.
    
-   **Forecast Lab**
    
    Polymarket and Kalshi research.
    
-   **Provenance**
    
    Used, unavailable, failed or irrelevant connectors.
    
-   **Agent Studio**
    
    Prediction, RWA and hybrid configurations.
    
-   **Public results**
    
    Eligible public forecast URLs.
    
-   **Commitments**
    
    Record eligible forecast payloads.
    
-   **Scoring**
    
    Resolution-linked Brier-style identity results.
    
-   **Asset outlooks**
    
    Separate RWA/native-coin horizons.
    

## Research tasks

### Audit consensus

Read each estimate and source before the final probability.

### Create a specialist

Choose target, models and modules and examine test forecasts.

### Review history

Separate commitments, unresolved predictions and scored outcomes.

## Pricing and total cost

Core access is free during testing. Activating each custom identity requires a refundable 200,000 FORAI lock. Unlocking retires the identity but preserves history. Holder tiers raise usage limits.

## Research inputs and access

1.  Open Forecast Lab.
2.  Sign in for a run.
3.  Choose the exact contract.
4.  Inspect role sources and connector status.
5.  Use Studio for custom identities.
6.  Read bond/activation terms before activating.

## Useful links

### What to check

-   Commitment is publication evidence, not proof of accuracy.
-   Rewards and paid-agent discovery are not active features.

A closer look

## Ratings & reviews

Editorial rating

**3.0**/ 5

0 user reviews

PredictionToolkit editorial

### Our take on Forecast AI

Separate estimates, provenance and retained records make research inspectable. Token locks and publication-versus-quality distinctions add complexity.

**Assessment criteria:** Task usefulness, documented scope, setup clarity, and access and cost transparency.

**Assessment date:** 2026-10-05

**Documentation reviewed:** 2026-10-01

Documentation-based assessment. [How we rate](<https://predictiontoolkit.com/methodology/>) 

### User reviews 0

The main score switches to user ratings after 5 published reviews.

**Be the first to share your experience**

A specific example helps the next person choose the right tool.

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## Frequently asked questions about Forecast AI

### How many roles?

7 evidence domains.

### Is core testing paid?

It is described as free during testing.

### What does the bond activate?

A persistent user-created identity; unlocking retires it while retaining history.

In this profile