Swept AI

by Swept AI  · Based in United States → — Governed AI Access for Your Entire Organization
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Overview

Swept AI provides a secure gateway for organizations to manage and govern AI usage across their entire enterprise. It ensures that employees have approved, private access to large language models (LLMs), agents, and other AI tools while enforcing organizational rules, managing budgets, and generating evidence for compliance. The platform aims to prevent shadow AI, mitigate risks, and control costs associated with AI adoption by offering a centralized and governed path for all approved AI interactions.

The system allows organizations to define access policies based on identity, roles, and applications, ensuring the right people have access to the appropriate AI tools. It also enables the setting of boundaries and guardrails, including data sharing policies, approved LLMs and tools, actions requiring human approval, and spending limits. Swept AI continuously monitors AI behavior, tracking adoption, spending, performance, policy violations, and unusual activity, alerting owners when something drifts or goes off course. All governed interactions contribute to a reviewable record, providing security teams with investigation capabilities and offering evidence for leadership reviews, audits, and regulatory examinations.

Reviewed by Pouyan Golshani, MD — Interventional Radiologist

Key Features

  • Secure gateway to approved LLMs, agents, and tools
  • Identity-synced access policies and role-based permissions
  • Data policy enforcement and redaction capabilities
  • Configurable guardrails for LLM/tool usage and actions
  • Budget management and spend limits
  • Continuous monitoring of AI adoption, performance, and behavior
  • Alerting for policy violations and unusual activity
  • Comprehensive evidence log for all governed interactions
  • Exportable records for audits and regulatory compliance
  • Version control for policy changes

Use Cases

  • Operationalizing AI governance across an organization
  • Ensuring secure and compliant AI usage in regulated industries
  • Preventing shadow AI and unmanaged tool usage
  • Managing AI spending and resource allocation
  • Generating evidence for regulatory compliance and audits
  • Monitoring AI performance and identifying drift or failures

What Physicians Need to Know

HIPAA-Compliant Infrastructure
Swept AI is designed with HIPAA compliance in mind, offering a supervision and governance layer for healthcare AI that enforces HIPAA-aligned behavior, audit logs, and PII handling rules at runtime. They have experience building compliance-grade software for HIPAA, SOC 2, and COPPA. The platform supports administrative, physical, and technical safeguards, Business Associate Agreements, minimum necessary access to PHI, and audit trails of PHI access and use. Swept AI also offers optional redaction, PII masking, and deployment flexibility (cloud, VPC, or on-premise) to meet security and compliance requirements.
Clinical NLP Capabilities
While Swept AI itself is a governance and supervision platform, it plays a crucial role in ensuring the safe and reliable operation of AI systems that *do* utilize clinical NLP. For instance, in a case study with Forma Health, Swept AI's continuous monitoring detected subtle shifts in how an AI system interpreted medical terminology, preventing potential skewing of research outcomes. The platform can check AI outputs for factual accuracy, drift, guideline adherence, and unsafe reasoning, which would be critical for applications leveraging clinical NLP.
De-Identification Tools
Swept AI emphasizes the enforcement of PII handling rules and offers optional redaction and PII masking as part of its enterprise-grade security features. This is crucial for de-identification, which is a key requirement for HIPAA compliance when using patient data for research and AI development.
Medical Terminology Support
Swept AI's continuous monitoring capabilities are vital for AI systems that process medical terminology, as demonstrated by its ability to detect subtle shifts in interpretation that could impact clinical accuracy and research. The platform helps ensure clinical safety by checking AI outputs for factual accuracy and guideline adherence, which would encompass correct usage and understanding of medical terminology.
Sandbox/Testing Environment
Swept AI provides pre-deployment validation through 'role-aware synthetic tests' and 'adaptive interrogation with tailored synthetic data' to set quality bars, compare models, define thresholds, and quantify accuracy, safety, and bias before rollout. It allows for simulating agents in sandboxes and stress-testing risky inputs. This rigorous evaluation helps uncover critical behaviors and potential vulnerabilities before AI systems reach patients.
Rate Limits & Pricing
Swept AI uses a transparent, usage-based pricing model, rather than fixed fees, allowing organizations to connect spending to actual AI adoption and set budgets by teams or use cases. It offers real-time metering to track token consumption and spend across any LLM, enforcing preset per-user or per-department budgets and halting usage when limits are approached. Swept AI's pricing for its core governance platform starts from $30 to $225 per month, with different tiers (Launch, Optimize, Scale) offering varying features and location allowances.
Certification Program
Swept AI offers a 'Certify' phase in its framework, which involves publishing shareable proof and exportable artifacts for audits, demonstrating that AI systems are understood by reviewers and stakeholders. This certification process generates audit-ready evidence of an organization's AI governance, including documented evaluations, continuous monitoring records, and incident response logs. Swept AI also provides a 'Trust Score' and 'Trust Packet' for vendors to demonstrate objective, third-party validation of integrity, safety, and compliance.
Physician Tip

Physicians leveraging AI applications should ensure their organization utilizes a robust AI governance platform like Swept AI. This helps guarantee that AI tools are clinically safe, HIPAA-compliant, and provide accurate information, minimizing risks of misdiagnosis or inappropriate treatment suggestions. The continuous monitoring and audit trails offered by Swept AI provide transparency and accountability for AI-supported recommendations, which is crucial for maintaining trust and meeting regulatory requirements. Furthermore, the pre-deployment testing and drift detection capabilities help ensure that AI models remain reliable even with diverse and messy patient data.

Swept AI is designed to wrap around existing AI systems without requiring code changes, providing a governance layer for various LLMs and AI tools. It supports deployment across leading LLMs like Claude, GPT, and Gemini, and can integrate existing vendor relationships into a single governed environment. The platform monitors vendor AI behavior through web access log parsing and inventory, alerting users to model updates or behavior changes that might affect reliability. Swept AI's approach is workflow-centric, building integration on top of existing architecture and connecting to core platforms, data classification rules, and authentication systems.

Details

Category Developer Tools & APIs, General Productivity (AI Assistants), Legal, Compliance & Security
Pricing Contact for pricing — unknown
DeploymentCloud
Compliance
BAA AvailableUnknown AI-estimated
HIPAA CompliantUnknown AI-estimated
FDA Status Unknown AI-estimated — unknown
Integrations
EHR Not specified
Specialties All specialties

What the Web Says

Swept AI offers solutions for both the janitorial and healthcare industries. For janitorial services, it provides software for scheduling, time tracking, and communication, aiming to streamline operations and improve client and employee retention. In healthcare, Swept AI focuses on governance and oversight for AI assistants and clinical decision tools, emphasizing safety, compliance, and reliability in regulated environments. While the janitorial software receives praise for its comprehensive features and customer support, it also faces criticism for mobile app glitches and occasional reliability issues. The healthcare AI governance solution is highlighted for its ability to ensure AI safety, compliance, and auditability in clinical settings.

Overall: Mixed

Strengths

  • Exceptional customer support for janitorial software users, with helpful and responsive agents.
  • Comprehensive features for janitorial operations, including real-time communication, easy scheduling, and customization options.
  • Geofenced clock-in and time tracking for janitorial staff, enhancing accountability and payroll accuracy.
  • Streamlines communication between managers, employees, and clients in the janitorial sector.
  • Provides a supervision and governance layer for healthcare AI, ensuring clinical safety, operational reliability, and regulatory compliance.
  • Offers continuous monitoring and evaluation of AI systems in healthcare for accuracy, bias, and drift.

Limitations

  • Occasional clocking issues and mobile app glitches, leading to payroll discrepancies and frustrating user experiences for janitorial staff.
  • Pricing for the janitorial software can be high for small businesses.
  • Poor navigation and occasional glitches reported in the janitorial app.
  • Limited customization options in the janitorial software, sometimes requiring additional involvement for advanced flows.
  • Lack of offline mode for the janitorial mobile app, causing functionality issues in areas with poor cell coverage.
  • Steep learning curve for reporting dashboards in the janitorial software.

Based on reviews from: G2, Reddit, Capterra, Swept AI Website, Connecteam, YouTube, Software Advice, TCTMD.com, Trustpilot, TrustRadius

Last updated: 2026-08-25

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Press & Coverage

Swept AI (Press Release)
Swept AI Raises $1.4M to Supervise the Next Generation of Autonomous Systems
Swept AI announced it raised $1.4M in pre-seed funding to develop its platform for supervising and interrogating AI agents in real-time, aiming to ensure safer and more reliable deployment of autonomous systems in high-stakes industries like healthcare.
2025-08
Swept AI (Case Study)
How Swept AI Validated Forma Health's AI for Rare Disease Research
This case study details how Swept AI's validation platform helped Forma Health achieve trusted AI-assisted rare disease research by exposing critical flaws and ensuring ongoing trust through continuous AI behavior monitoring.
unknown
Swept AI
AI Trust & Safety for Healthcare | HIPAA-Compliant AI Oversight - Swept AI
Swept AI offers a real-time supervision and policy enforcement layer for AI in healthcare, ensuring HIPAA-aligned behavior, clinical safety, and regulatory compliance for various AI applications.
unknown
Swept AI (Blog)
Healthcare AI Governance: Safety, Compliance & Trust in Medical AI - Swept AI
This article emphasizes the critical need for robust AI governance in healthcare due to high patient safety stakes, regulatory complexity (HIPAA, FDA, EU AI Act), and the necessity for explainable AI.
unknown
Swept AI (Blog)
AI Regulations Are Here: Preparing for Compliance - Swept AI
Swept AI discusses the evolving regulatory landscape for AI, highlighting requirements for algorithmic transparency, non-discriminatory outcomes, human oversight, and audit trails in both the EU and US.
2026-01
Swept AI (Blog)
Insurance Regulators Are Forcing AI Governance. Most Carriers Aren't Ready. - Swept AI
This article from Swept AI addresses the increasing regulatory pressure on insurance carriers regarding AI governance, noting that many are unprepared for the specific evidence regulators are seeking.
2026-03
CMURC
Swept.AI: Bringing Innovation Home - CMURC
Swept.AI secured a pre-seed investment round and is focused on bringing innovation, opportunity, and jobs to Saginaw, Michigan, leveraging local talent and tech.
2025-05
Swept AI
AI Insights & News - Swept AI
This page provides a collection of articles and insights from Swept AI on topics such as AI governance, machine learning model degradation, and the future of AI in various industries.
2026-03

Videos

Product demos, reviews, and walkthroughs for Swept AI.

View all on YouTube

Frequently Asked Questions

Swept AI offers a comprehensive API and SDK designed for seamless integration with various EHR systems. Our documentation provides detailed guides and examples for common platforms, and our support team can assist with custom integrations to ensure data flow and functionality are optimized for your practice.
Swept AI is built with robust security and privacy features, adhering to strict compliance standards such as HIPAA and GDPR. We implement end-to-end encryption, access controls, and regular security audits to protect sensitive patient information and ensure regulatory compliance.
While there are open-source libraries and other AI tools available, Swept AI differentiates itself through its specialized focus on healthcare, pre-trained medical AI models, and comprehensive compliance framework. Our platform offers a more integrated and secure solution tailored to the unique needs of medical professionals.
Swept AI offers a tiered pricing model for its developer tools, designed to accommodate various practice sizes and usage levels. Tiers are typically based on factors such as API call volume, number of users, and access to advanced features, with detailed pricing available upon request.
While Swept AI is highly customizable, some limitations may exist in extremely niche medical specialties requiring highly specialized algorithms not yet integrated. However, our platform is continuously evolving, and we offer custom development options for unique requirements.
Swept AI employs rigorous data validation processes and utilizes diverse, de-identified datasets to train its AI models, aiming to minimize biases. We also provide tools for physicians to review and validate AI-generated insights, ensuring accuracy and clinical relevance across diverse patient populations.
Swept AI provides extensive developer documentation, including API references, tutorials, and code samples. We also offer dedicated technical support, community forums, and training resources to assist developers throughout the integration and deployment process.

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Suggest an Edit → | Last Verified: 2026-08-23 | First Added: 2026-08-23
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