
We help companies build AI agents that use real-world sensor data to make smart decisions. Our platform enables startups, mid-sized companies, and enterprises to quickly launch scalable AI agents that connect to wearable, clinical, and machine-embedded sensors. These agents don’t just talk — they sense, validate incoming data, analyze it in real time, and guide next steps through human-in-the-loop AI. Whether you're in healthcare, sports, compliance, or IoT, we turn your ideas into intelligent systems that operate in the field — not just the lab. Our patented approach fuses behavioral data from conversation with biometric and environmental inputs to create context-aware agents that adapt to users, situations, and goals. From intake and triage to performance monitoring and operational alerts, MetaBrain Labs delivers the platform, tools, and expertise to help you harness real-world data and make it actionable — fast. We’re not building chatbots. We’re powering the next generation of AI systems that understand, decide, and evolve.

We help companies build AI agents that use real-world sensor data to make smart decisions. Our platform enables startups, mid-sized companies, and enterprises to quickly launch scalable AI agents that connect to wearable, clinical, and machine-embedded sensors. These agents don’t just talk — they sense, validate incoming data, analyze it in real time, and guide next steps through human-in-the-loop AI. Whether you're in healthcare, sports, compliance, or IoT, we turn your ideas into intelligent systems that operate in the field — not just the lab. Our patented approach fuses behavioral data from conversation with biometric and environmental inputs to create context-aware agents that adapt to users, situations, and goals. From intake and triage to performance monitoring and operational alerts, MetaBrain Labs delivers the platform, tools, and expertise to help you harness real-world data and make it actionable — fast. We’re not building chatbots. We’re powering the next generation of AI systems that understand, decide, and evolve.
What they do: Build sensor-integrated, real-time AI agents that combine biometric/environmental sensors with conversational AI and persistent memory.
Headquarters: Bellevue, Washington, United States
Team size (approx.): About 13 employees
Founder & CEO: Alexandrea (Alex) Day
Patents / IP: Platform described as patent-backed / licensed
Real-time decisioning and operational intelligence from heterogeneous sensor data (wearables, clinical sensors, machine-embedded sensors) combined with conversational AI.
Technology, Information and Internet
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MetaBrain Labs is retaining lead contingency patent litigation counsel to drive enforcement and monetization of a foundational U.S. patent family in an emerging category: sensor-infused conversational/agent systems that adapt in real time based on live data. This architecture is rapidly showing up across health, wellness, wearables, industrial IoT, and ambient/edge products.
The portfolio is led by U.S. Patent No. 11,996,179 B2, granted in 2024 with a priority date to 2021—predating the market’s post-ChatGPT rush into “agentic” systems. A continuation-in-part (CIP) is also in progress and is expected to further strengthen and extend the claim set as the category matures.
We are a practicing entity. We build and deploy the underlying architecture in real products and workflows, and we understand the commercial terrain. Early in this process, we also commissioned a formal opinion letter as part of diligence and positioning.
This is not a “start from scratch” matter. Over the last 7 months, we have built a streamlined enforcement pipeline and prepared evidence packages across 130 companies, with 30+ already in active discussions. We have identified 9 priority targets that are ready for a step-up in posture.
To date, we have approached targets as a business discussion: professional outreach, education on our patent position, and an invitation to engage commercially—without inflammatory language. For each of the escalation-ready targets, we have made at least two outreach attempts. Those efforts have not resulted in substantive engagement. We are now prepared to proceed to the next step with a disciplined escalation path, including negotiation under credible litigation threat and, where warranted, filing suit.
This matter also offers meaningful upside beyond enforcement. Because the patent family is foundational, it can create a defensible moat for the right partners. We can structure strategic relationships where a license is not merely permission, but an advantage—clear coverage for a specific workflow, product line, or distribution channel.
The breadth of the patent also makes it well-suited to vertical slicing. We can offer field-of-use licensing packages by vertical and workflow—health/RPM, consumer wellness, trials, industrial operations, in-vehicle/ambient assistants—each with its own commercial terms and escalation strategy. That creates multiple parallel paths to resolution and supports efficient portfolio monetization rather than a single, monolithic campaign.
Your scope (what you will be doing)
What we provide (so you can move fast)
Who you are
Compensation
Contingency-based, with flexibility in structure for the right lead counsel/team.
About MetaBrain Labs (MBL)
MetaBrain Labs is a data-centric AI company building and licensing real-time, sensor-aware intelligent agents—systems that do not just “chat,” but observe, validate, decide, and adapt based on live signals. We built an internal operating system to make enforcement repeatable, evidence-driven, and fast, so counsel can focus on strategy, negotiation leverage, and filing where needed.