An Architecture of Intelligence
Generative AI
Our models generate novel data, designs, and hypotheses, providing a creative spark for innovation. From discovering new molecular structures to creating complex engineering schematics, our generative AI is a catalyst for the impossible.
Revolutionizing Industries with Autonomous Multi-Agent AI Systems
Medicine & Pharma
Applying latest AI technologies to medicine and pharmaceutical sciences.
Education
Creating personalized learning paths and applying adaptive intelligent learning for all.
Sciences
Powering autonomous research to uncover fundamental scientific truths.
Engineering
Optimizing intricate designs and automating complex engineering workflows.
Business
Deploying intelligent agents to drive unprecedented efficiency and strategic insight.
From Our Lab, To the World
From Data to Knowledge: Engineering the Next Frontier of Intelligence
Knowledge: Lens to See the World
Knowledge is the lens through which we view the world. It is the invisible framework that gives shape, color, and meaning to the raw data of our senses. Without it, we are adrift in a sea of meaningless information. With it, we can perceive intricate patterns, profound implications, and hidden values where others may not. The disparity in how two individuals can interpret the same piece of writing – one seeing a priceless treasure while the other sees a worthless collection of words – is a perfect illustration of this fundamental truth. It reveals that the value of information is not inherent to the information itself but is unlocked by the knowledge of the observer...
Read More →A Giant Leap: Data to Knowledge
In the digital age, organizations are built on data. Yet, data alone is not the goal; it starts a value chain that ends in intelligent action. The Data, Information, Knowledge, and Intelligence (DIKI) pyramid illustrates how raw facts evolve into strategic assets. Traditional databases have managed the lower levels of this pyramid. But the rise of sophisticated AI requires a paradigm shift. To fully use generative, agentic, and autonomous AI with Multi-Agent Systems, we must ascend the pyramid, moving from systems that merely store data to new architectures that actively manage knowledge...
Read More →Databases to Knowledgebases
Human civilization’s advancement is deeply rooted in how effectively we acquire, manage, and utilize knowledge. While historical milestones – from Alexandria’s libraries to digital journals – reflect this pursuit, today’s accelerating growth in knowledge, especially in medicine, sciences, engineering, and education, is surpassing the capacities of traditional management solutions. Relational database management systems (RDBMS), anchored by rigid tables, are unable to capture and connect this complexity. To truly advance in these critical domains, we need AI knowledgebase systems – purpose-built technologies designed to transform how we learn, discover, and innovate...
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