# Swept Platform Reviews
**Vendor:** Swept AI  
**Category:** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)
## About Swept Platform
Swept is a supervision platform for AI agents, agentic workflows, and any AI/ML-powered system. It helps teams detect, diagnose, and prevent AI failures across production workloads. Swept enables observability at both the micro (individual agent/task) and macro (workflow/system) levels. Teams use Swept to: Monitor for hallucinations, drift, and jailbreaks Audit decisions across multi-agent workflows Discover emerging issues before they escalate Track changes in performance over time Built for developers, product owners, and compliance teams, Swept offers deep insights and tooling to keep AI behavior safe, reliable, and aligned. Whether you're deploying LLM agents, fine-tuned models, or automated workflows, Swept brings clarity and control to how AI works in the real world.






- [View Swept Platform pricing details and edition comparison](https://www.g2.com/products/swept-platform/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-17+08%3A23%3A41+-0500&secure%5Bsession_id%5D=68193939-9a44-40c7-875e-0d1f3ff38c28&secure%5Btoken%5D=75b4293b826b81b03c285239e32a301b91daf42f7988ed8123b5baeedce0ae74&format=llm_user)

## Swept Platform Features
**Reports**
- Reports Interface
- Steps to Answer
- Graphs and Charts
- Score Cards
- Dashboards

**Data Preparation**
- Connectors
- Data Governance

**Data Modeling and Blending**
- Data Querying
- Data Filtering
- Data Blending

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Agentic AI - Analytics Platforms**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Self Service **
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
- Collaboration / Workflow
- Automodeling

**Deployment & Integration - Analytics Platforms**
- No-code Dashboard Builder
- Report Scheduling and Automation
- Embedded Analytics and White-labeling
- Data Source Connectivity

**Advanced Analytics**
- Predictive Analytics
- Data Visualization
- Big Data Services

**Performance & Scalability - Analytics Platforms**
- Large data handling and Query Speed
- Concurrent User Support

**Advanced Analytics & Modeling - Analytics Platforms**
- Data Modeling and Governance
- Notebook and Script Integration
- Built-in Predictive and Statistical Models

**Agentic AI Capabilities - Analytics Platforms**
- Auto-generated Insights and Narratives
- Natural Language Queries
- Proactive KPI Monitoring and Alerts
- AI Agents for Analytical Follow-ups

**Personalized Intelligence - Analytics Platforms**
- Behavioral Learning for Contextual Query Refinement
- Role-based Insight Personalization
- Conversational and Prompt-based Analytics

**Building Reports**
- Data Transformation
- Data Modeling
- WYSIWYG Report Design
- Integration APIs

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