Swept AI

Saginaw, MI All United States companies → — Founded 2023

Clinical AI Platform Developer Platform / API

Developer Tools & APIs General Productivity (AI Assistants) Legal, Compliance & Security

Pre-Seed, Seed — $1.75M (or $1.4M Pre-Seed and $1.0M Seed)

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Swept AI

Developer Tools & APIs

Swept AI offers a secure gateway for organizations to govern AI usage, providing controlled access to LLMs, agents, and tools while enforcing rules, managing budgets, and generating compliance evidence.

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About Swept AI

Swept AI is a technology company that develops an AI agent supervision and interrogation platform. The platform is designed to ensure autonomous AI systems operate safely, reliably, and in compliance with regulations. It continuously monitors AI agents in real-time, detecting issues such as drift, bias, or security vulnerabilities before they impact users. Swept AI aims to provide a comprehensive “Trust Layer” for AI, focusing on real-time supervision and adversarial evaluation of AI agents to prevent failures and ensure compliance.

For physicians, Swept AI offers a crucial layer of oversight for AI systems used in clinical settings. The platform provides healthcare organizations with real-time supervision and policy enforcement for AI assistants, clinical decision tools, triage agents, and patient-facing experiences. This includes pre-deployment validation for clinical accuracy, bias testing across patient demographics, and safety evaluation for clinical edge cases. In production, it offers continuous monitoring for performance, safety, and bias, with real-time alerting for concerning patterns. Swept AI also generates evidence for regulatory compliance, accreditation, and payer requirements, providing audit trails that document AI involvement in clinical decisions. Their expertise includes building compliance-grade software for HIPAA, SOC 2, and COPPA, recognizing that traditional security frameworks are insufficient for AI systems.

Swept AI’s solutions for healthcare include preventing unsafe recommendations in triage and symptom assessment, supervising digital health products for consistency and privacy, ensuring internal clinical assistants deliver reliable summaries and protected health information hygiene, and guaranteeing accurate guidance from care navigation and patient support bots. They emphasize clinical safety and quality controls, including medical fact consistency checks, drift detection, and safety policy enforcement. The company’s approach helps healthcare organizations move from AI promise to proof by enabling free evaluations, production supervision, and shareable proof for reviewers.

Focus Areas

AI agent supervision AI integrity AI safety AI compliance AI governance real-time monitoring adversarial evaluation healthcare AI HIPAA compliance SOC 2 compliance COPPA compliance

Business Intelligence

Key Investors	M25, Wellington Management Company, BuffGold Ventures, SPARK Capital, Service Provider Capital, The Unicorn Group, Ann Arbor SPARK, Invest Detroit Ventures, Matchstick Ventures, Math Venture Partners, Pareto Holdings
Partnerships	University of Michigan, United Way, Forma Health
Acquisitions	unknown
Technology	AI agent supervision and interrogation platform, real-time monitoring, adversarial evaluation, trust layer for AI, cloud-native (implied by enterprise focus)

What Physicians Need to Know

AI Agent Supervision & Real-time Monitoring

Swept AI provides an AI agent supervision and interrogation platform that continuously monitors AI agents in real time. This helps detect issues like drift, bias, or security vulnerabilities before they impact users. They offer end-to-end traces for AI events, quality analytics (groundedness, citation accuracy, refusal rate, hallucination trends), and safety/misuse signals (injection and jailbreak indicators).

AI Integrity & Safety

Swept AI focuses on ensuring AI systems operate reliably and without unintended harm. They provide pre-deployment validation, including clinical accuracy and bias testing across patient demographics, and safety evaluation for clinical edge cases. Their platform checks AI outputs for factual accuracy, drift, guideline adherence, and unsafe reasoning, with real-time alerting for concerning patterns.

AI Compliance & Governance

Swept AI offers a comprehensive 'Trust Layer' for AI, focusing on real-time supervision and adversarial evaluation to prevent failures and ensure compliance. They provide evidence generation for regulatory compliance, accreditation, and payer requirements, including audit trails that document AI involvement in clinical decisions. They are SOC 2 Type II compliant and have expertise in HIPAA and COPPA compliance.

Healthcare AI Specialization

Swept AI provides healthcare-specific governance capabilities, ensuring AI systems in clinical settings are safe, accurate, compliant, and trustworthy. They address the unique challenges of patient safety, regulatory complexity (HIPAA, FDA, EU AI Act), and explainability requirements in healthcare AI. Their platform supports clinical workflow integration, continuous monitoring for performance, safety, and bias in production clinical environments, and training data governance.

Key Differentiators

Swept AI's key differentiators include their focus on a comprehensive 'AI Trust Layer' that spans evaluation, supervision, and certification. They go beyond traditional model monitoring by adversarially evaluating, verifying, and certifying AI agents before deployment and continuously supervising them in production. They emphasize workflow-centric solutions, building integrations that extend existing systems rather than replacing them, and maintaining an LLM-agnostic approach.

Physician Tip

For physicians, Swept AI offers a crucial layer of assurance for AI tools used in clinical practice. Their platform helps ensure the AI systems you rely on are safe, accurate, and compliant with regulations like HIPAA. This means you can have greater confidence in AI-driven diagnoses, treatment recommendations, and patient management tools, reducing the risk of errors and improving patient outcomes. Swept AI's continuous monitoring and audit trails provide transparency and accountability, which are vital in high-stakes medical environments. Their focus on explainability also means you can better understand why an AI is making a particular recommendation, allowing you to exercise appropriate clinical judgment. Swept AI can help prevent unsafe or speculative recommendations from triage and symptom assessment tools, ensure the safety and privacy behavior of digital health products, and guarantee accurate, policy-compliant guidance from care navigation and patient support bots.

Swept AI is designed to integrate with any private stack, allowing organizations to bring their existing LLMs, identity systems, and applications behind a common set of guardrails. They build integration layers that connect chosen models to existing systems, complete with data classification rules and authentication enforced at every connection point. This means they don't replace existing systems but rather extend them, working with your architecture at your pace.

At a glance

Founded 2023

HQ Saginaw, MI · United States

Team size 6 total employees

CEO Shane Emmons

Funding Pre-Seed, Seed — $1.75M (or $1.4M Pre-Seed and $1.0M Seed)

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Products by Swept AI

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Swept AI

Developer Tools & APIs

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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 a $1.4M Pre-Seed funding round led by M25, with participation from several other investors, to support key hires and product development for its AI agent supervision platform. The platform aims to ensure AI systems operate reliably, securely, and in compliance with evolving regulations, particularly in high-stakes industries like healthcare.

2025-08

PR Newswire

DiMe launches Operationalizing AI Governance in Healthcare to give health systems and developers practical tools for responsible AI deployment

The Digital Medicine Society (DiMe) launched an initiative to provide practical tools for AI governance in healthcare, with Swept AI listed as a participant. This initiative aims to help health systems and technology companies manage AI risks, monitor performance, and ensure compliance in a rapidly evolving technological landscape.

2026-07

Concentrate (Second Wave Media)

AI has transformed Ann Arbor's tech sector, but what will businesses do if the bubble bursts?

This article highlights Swept AI as a Saginaw-based company that verifies the accuracy and reliability of AI output, with clients including Forma Health, a rare disease research company. Forma Health used Swept AI to detect biases in its AI that could have corrupted clinical trial data, emphasizing the importance of catching such issues before deployment.

2026-01

Swept AI (Blog)

State AI Regulations in 2026: Colorado, Texas, California, and What's Coming

Swept AI published an article detailing the accelerating landscape of state-level AI regulations in 2026, including laws in Colorado, Texas, and California. The article emphasizes the need for enterprises to build governance infrastructure to ensure compliance, especially for high-risk AI systems in sectors like healthcare.

2026-03

arXiv (Peer-Reviewed)

Evaluation of Prompt Injection Defenses in Large Language Models

This peer-reviewed paper, co-authored by individuals from Swept AI and the University of Michigan, discusses prompt injection defenses in large language models and mentions Swept AI's experience in uncovering severe prompt injection and data exfiltration vulnerabilities in deployed vendor systems.

2026-05

Swept AI (Blog)

AI Regulations Are Here: Preparing for Compliance

Swept AI addresses the end of the regulatory 'gray zone' for AI, highlighting new regulations in the EU and US that demand algorithmic transparency and explainability. The article notes that high-risk applications, including those in healthcare, face stringent requirements for testing, documentation, and human oversight.

2026-01

Swept AI (Blog)

Healthcare AI Governance: Where Compliance Failures Cost Lives

Swept AI emphasizes that healthcare AI governance must navigate HIPAA, FDA oversight, clinical safety, and algorithmic fairness, warning that treating it as a single-framework problem will lead to failures. This highlights the critical need for robust governance in life-critical healthcare applications.

2026-03

Startup Intros

Swept AI: Funding, Team & Investors | Startup Intros

Swept AI is a technology company that builds an AI agent supervision and interrogation platform to ensure autonomous AI systems operate safely, reliably, and in compliance with regulations. The company has raised $1.0M in a Seed round in August 2025 and serves enterprises deploying AI-powered workflows, including healthtech customers requiring HIPAA compliance.

2026-07

Frequently Asked Questions

How does Swept AI ensure the integrity and safety of its AI agents in a healthcare setting, particularly concerning patient data and clinical decision-making?

Swept AI employs a multi-layered approach to AI integrity and safety, including robust data anonymization and encryption protocols to protect patient information. Our AI agents are designed with built-in safeguards and undergo continuous adversarial evaluation to identify and mitigate potential biases or errors, ensuring reliable and ethical performance in clinical applications. We also prioritize explainable AI to provide transparency into decision-making processes, allowing healthcare professionals to understand and validate AI recommendations.

What specific measures does Swept AI take to ensure compliance with healthcare regulations like HIPAA, SOC 2, and COPPA, especially when handling sensitive patient information?

Swept AI is built with compliance at its core. We adhere strictly to HIPAA regulations through comprehensive access controls, audit trails, and data encryption. Our systems are designed to meet SOC 2 Type II standards for security, availability, processing integrity, confidentiality, and privacy. For any potential interactions involving minors, we implement COPPA-compliant protocols, ensuring parental consent and data protection. Regular third-party audits and internal compliance checks are conducted to maintain these high standards.

How does Swept AI provide real-time monitoring and supervision of its AI agents to ensure they are operating within defined parameters and not generating unintended or harmful outputs?

Swept AI utilizes a sophisticated real-time monitoring system that continuously tracks the performance and behavior of our AI agents. This includes anomaly detection, performance metrics, and alerts for any deviations from expected operational parameters. Our platform allows healthcare administrators to supervise AI agent activities through intuitive dashboards, providing transparency and control, and enabling immediate intervention if any unintended or harmful outputs are detected.

Can you elaborate on Swept AI's governance framework for AI, including how decisions are made regarding AI development, deployment, and ongoing management within healthcare environments?

Swept AI's governance framework is designed to ensure responsible AI development and deployment in healthcare. It involves a multidisciplinary team, including clinicians, ethicists, and AI experts, who oversee the entire AI lifecycle. This framework includes clear policies for data usage, model validation, risk assessment, and continuous improvement. We also establish transparent processes for stakeholder feedback and incorporate ethical guidelines into every stage of AI development and deployment.

What kind of support and training does Swept AI offer to healthcare providers and administrators to effectively integrate and manage your AI solutions within their existing workflows?

Swept AI provides comprehensive support and training programs to ensure seamless integration and effective utilization of our AI solutions. This includes initial onboarding, customized training sessions for different user roles, and ongoing technical support. We offer dedicated account managers, online resources, and a responsive support team to address any questions or issues, empowering healthcare professionals to confidently leverage our AI agents to enhance their operations.

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