Illuminate what’s hidden—before you launch

Turn promising AI ideas into real‑world impact

Surface the unseen—elevate accuracy, performance, and trust
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Helping you navigate AI at every step

Prototype Vision into reality Release Eliminate risk & reduce fear Maintain Proactive supervision

We test and watch your AI's behavior

Put out the fire before it starts

AI is inherently unpredictable. We catch anomalies in behavior and security risks before it goes it off the rails

Save $$

Without a supervisor, AI can quickly spin into a money drain. With SweptAI, you can identify and resolve vulnerabilities early—before they escalate into costly model failures

Avoid lawsuits and reputational damage

We detect if your AI models were trained on copyrighted data or are at risk of leaking personally identifiable information (PII) – steering you clear of devastating lawsuits and compliance nightmares.

Validate AI promises

We can tell you what the AI can—and can’t—do. No more buying snake oil; confirm you're getting exactly what was promised.

Lead the market—securely and responsibly

AI done well is hard

Ensure your AI is usable, reliable, scalable, and aligned with business goals & users.

Uncover hidden issues

Detect issues in decision-making, performance, or scalability before they derail progress.

Establishing Trust

Build trust with your system with monitoring and continuous improvements.
“We've been working on AI for awhile but not sure we can ship it”
CTO
“Every tweak breaks something—how can we trust it?”
Product
“Users need reliability, but AI keeps surprising us.”
Product Manager
“Production quality feels like endless trial and error.”
Developer
Currently, only 4% of AI projects reach the release phase. 
We can help.

Solutions

Dream, craft, and launch with certainty

Assess & Discover

Find the risks before they find you—or build on shaky ground. Whether you’re launching a new AI initiative or assessing an existing system, we identify hidden risks in performance, scalability, and compliance. From data pipelines to decision logic, we ensure you’re starting—or scaling—on solid foundations.

Defuse & Prioritize

Not all risks are equal. Know where to focus. We categorize critical failures, performance bottlenecks, and decision-making blind spots—giving you a clear action plan.

Prototype to Confidence

Unblock your AI and get to market faster. We guide your team through refining, stress-testing, and validating your AI prototype so you can launch with confidence.

Reinforce & Optimize

Fix the cracks before they collapse your AI. From improving model performance to hardening security and compliance, we implement solutions that make your AI stronger and more resilient.

Assess & Discover

AI isn’t a “set and forget” system. Stay ahead of new vulnerabilities with ongoing monitoring, compliance validation, and performance assessments.

get in touch

“Their interrogation system found agent biases that could have corrupted our clinical trial data. The kind of issues you absolutely must catch before deployment.”

- German Scipioni, CEO Forma Health

Eliminate Risk, Stay in Control

We know that not all agents are created the same—we work with you 1:1 to determine the ideal agent behavior. From there, we can tailor the perfect guardian for your AI implementation.
Our platform is designed to proactively identify and prevent catastrophic errors, safeguarding your AI's integrity and your organization's reputation.
Leverage our proprietary criteria to continuously enhance AI performance, driving better outcomes and more reliable results.
Stay informed with customized alerts, enabling real-time monitoring and rapid response to any deviations in your AI's behavior.

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