The power behind Abzu’s trustworthy AI agents is hybrid AI.

Abzu AI agents are powered by hybrid AI – a combination of symbolic AI and sub-symbolic AI – all built in-house and on our patented technology.

What is hybrid AI?

Hybrid AI combines the human-like intelligence of symbolic AI with the powerful decision making of sub-symbolic AI.

This results in a powerfully creative and rational AI.

Hybrid AI - Symbolic AI

Symbolic AI.

The key characteristic of symbolic AI is deductive knowledge: It’s able to explain and reason about conclusions. This makes it easier to understand, debug, and control.

Hybrid AI - Symbolic AI

Sub-symbolic AI.

Excelling at pattern recognition, sub-symbolic AI establishes correlations between inputs and outputs. It doesn’t understand meaning, but it learns from example after example after example.

Abzu is an internationally recognized leader in trustworthy AI.

Abzu’s hybrid AI is explainable, resilient, and safe, and makes rational, evidence-based decisions.

Founded in 2018, Abzu established itself as a global leader in explainable, rational, and safe AI in the pharmaceutical industry.

Today, our technology accelerates new insights and understanding in pharma R&D and transforms critical and complex business processes for enterprise operations.

ISO 27001 certified for trustworthy AI.

“Cool Vendor” for explainable AI.

Technology created and patented by Abzu.

Gartner® and Cool Vendors™ are registered trademarks and service marks, and the Gartner Cool Vendor badge is a trademark and service mark of Gartner, Inc. and/or its affiliates, and are used herein with permission. All rights reserved. Gartner does not endorse any vendor, product or service depicted in our research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.

Read the 2022 Gartner® Cool Vendors™ in AI Governance and Responsible AI — From Principles to Practice report.

Mission-critical enterprises trust Abzu’s hybrid AI.

Abzu’s hybrid AI is explainable, resilient, and safe, and makes rational, evidence-based decisions.

Abzu AI is explainable.

Multi-tiered explainability is inherent in our AI, so an output’s rationale and the details of the underlying reasoning process come naturally – never forced.

Resilient AI that adapts.

Our AI is constantly learning by applying analytical skills to historical and real-world observational data and adapting to changes in the system state.

Safe and trustworthy AI.

We built and own our entire AI stack, so you will never rely on third-party models. We are GDPR compliant and ISO certified because data security is a priority.

World-changing companies look to Abzu for responsible AI that excels in complex environments.


Rational AI for decision support. Our responsible AI applies evidence-based reasoning to run entire workflow processes.

Pharma R&D.

Accelerate your exploration, understanding, and insights. We use our trustworthy AI to understand disease and design better drugs.

Can hybrid AI solve today’s – and tomorrow’s – biggest challenges?

Proven team, technology, and results. Our trustworthy AI is behind world-changing optimization.

Code camp is a tradition that we hold close to our hearts, not just because we've been doing it for over 5 years, but because it's a very efficient and effective way for us to create and innovate.
We at Abzu had the privilege of being a prominent player in the future of AI in fintech: A journey marked by trust, where we must balance the capabilities of AI with human touch.
We practice pair programming at Abzu, an Agile software development technique that improves our code quality, efficiency, and collaboration.

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