# Monte Carlo

> A unified observability platform for data and AI agents in production

- **Canonical URI:** https://www.vioscale.ai/software/monte-carlo
- **Category:** Data Observability
- **Homepage:** https://www.montecarlodata.com/
- **Also known as:** monte-carlo
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-18T21:48:07.092Z

## Vioscale score

**22.4 / 100**, confidence 3% (low). Computed 2026-09-01.

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 0.052 | 0 | - |
| reliability | 0 | 0.073 | 0 | - |
| capabilities | 0 | 0.04877777777777778 | 0 | - |
| integrations | 22.4 | 0.04066666666666666 | 0.9 | ✓ |
| security_posture | 0 | 0.073 | 0 | - |
| pricing_transparency | 0 | 0.084 | 0 | - |

## About

An observability platform that monitors data quality and AI agent performance in production environments, helping enterprises detect and resolve issues before they impact business outcomes.

_Independently observed._

## Platform & deployment

- **Platforms:** Web
- **Deployment:** Cloud / SaaS

## Integrations (5)

_Independently observed._

- Salesforce CRM
- Salesforce Data Cloud
- Salesforce Agentforce
- Snowflake
- Looker

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.model | commercial | [link](https://www.montecarlodata.com/) | 2026-08-17 | 60% (medium) |

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 5 | [link](https://www.montecarlodata.com/) | 2026-08-18 | 60% (medium) |

---
*Source: Vioscale (https://www.vioscale.ai/software/monte-carlo). Independent, evidence-based software intelligence. Cite the canonical URI.*