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Mission-Critical Cognitive Agents

When failure is not an option

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This image of a digitized wave conveys the elegance of the HMX Cognitive Model and Cognitive Map concepts that achieve consistent, reliable, and human-like reasoning.
What We Do
HMX cognitive agents empower enterprises to achieve operational excellence with human-like reasoning combined with advanced AI that is reliable, transparent, and explainable.

Turnkey Cognitive Agents fast, reliable, customized

Advanced AI solutions from creation to deployment to operation

A depiction of the flow of work and data, which are central to the orchestration and coordination capabilities of HMX software.

We Build • Test • Deploy

HMX uses its proprietary Cognitive Agent Builder to create, validate, and continuously improve AI solutions powered by its cognitive agents.
Like this image of a compass heads-up display, HMX Cognitive Agents guide reasoning to achieve enterprise goals.

Achieve Mission-Critical Goals

HMX cognitive solutions use human-like logic that’s been supercharged with AI to achieve enterprise goals, not just match patterns of data.

HMX software, like this glass prism cube refracting multicolored light, is fully transparent and explainable to convey reasoning and engender trust.

Ensure Transparency with Explainable Results

HMX cognitive agents provide solutions that are fully transparent with natural language explainability.

HMX software, like this glass prism cube refracting multicolored light, is fully transparent and explainable to convey reasoning and engender trust.
Like this image of a compass heads-up display, HMX Cognitive Agents guide reasoning to achieve enterprise goals.
A depiction of the flow of work and data, which are central to the orchestration and coordination capabilities of HMX software.

Enterprise AI with a Cognitive Edge

Cognitive agents providing super charged expert reasoning for unparalleled performance
Enhanced human-like reasoning that supercharges your enterprise IP

HMX cognitive agents unify the best of human expertise with the power of deep ML to take enterprise IP to new levels of performance.

Goal-achievement with reliable outcomes

Goal-oriented reasoning by HMX cognitive agents achieve enterprise goals and sub-goals with reliably deterministic results.

Transparent & Explainable

HMX AI solutions are always transparent and explainable with natural language capabilities to avoid Black Box problems.

Handle real world uncertainty

HMX cognitive agents have probabilistic reasoning that can deal with real world uncertainty.

Orchestration of multiple models and meshed agents

HMX cognitive agents’ chain-of-thought reasoning orchestrates multiple sources of logic including other systems, agents and third-party models.

Situational awareness that understands context

HMX cognitive agents are situation-centric able to achieve enterprise goals in changing environments and respond to impactful events.

Cognitive Technology

Patented cognitive technology that HMX builds and deploys AI solutions on its CRexTM engine

Cognitive Agents

When it's mission-critical AI, you need Cognitive Agents

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Oil Production

Diagnose and fix low flow problems

3

Goals

12

Situations

80
%

Time reduction for diagnosis & resolution

An document inspection icon highlighting applications of HMX Cognitive Agents in tax compliance.

Tax fraud detection

Identify VAT fraud

8

Goals

90

Situations

+
7
%

Revenue increase per annum

A power grid icon highlighting applications of HMX Cognitive Agents in power utilities.

Power Demand Response

Detect & manage grid situations

5

Goals

8

Situations

43,000

Situational assessments per day

A document inspection icon highlighting applications of HMX Cognitive Agents in trading and trader behavior monitoring.

FOREX Trade Compliance

Suspect trade positions in single day

5

Goals

10

Situations

$
2,000,000

Suspect trade activity in single day

A water pump  icon highlighting applications of HMX Cognitive Agents in industrial ultra-pure water processing.

Industrial H2O production

Assure industrial ultra purified water

31

Goals

600

Situations

3,000

Control points assessed every 30 seconds

Decades building and deploying mission-critical AI solutions

Our mission is to advance cognitive computing that bridges the gap between AI and human-like expertise for uncommon performance in mission-critical use cases.

About Us

Drawing from three decades of AI innovation, we are committed to human-machine partnering as foundational to next-generation cognitive agents. Our mission is to provide AI solutions that amplify human expertise rather than replace it, creating a seamless collaboration between human insight and machine capability.

We specialize in providing mission-critical cognitive agents where reliability, transparency, and user interaction are paramount. By combining deep AI experience with unwavering belief in human-centered design, we provide cognitive solutions that enhance decision-making, preserve human agency, and deliver exceptional outcomes in high-stakes environments where failure is not an option.

Our Story
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Kim Mayyasi and Mike Barnett met at one of the earliest MIT artificial intelligence spin-outs, Gensym. As CEO and EVP of Solutions, respectively, they collaborated on hundreds of innovative applications for industry and government, including NASA, DoD, process control, and supply chain use cases. Kim and Mike quickly learned they shared a core belief that human expertise when unified with the machine intelligence offers business and society uncommon possibilities

Ten years ago, the two joined forces again with HMX.ai. Their focus on mission-critical applications using newer AI technologies like semantic web, M/L and now Gen AI has culminated with the creation of a cognitive agent technology that builds and deploys cognitive solutions fulfilling their aspirational  goal: Human + AI is better than either alone.

Experienced Leadership
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Contact
+1 617.877.4185
Location

6 Liberty Square #2331
Boston, MA 02109

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