Your Business’s Agentic Operating System
Built on a semantic layer of ontologies and knowledge graphs, Aquerius connects context across documents and physical systems to power accurate search, analytics, and AI-driven decisions.
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THE CURRENT LANDSCAPE
Adoption is Only the Beginning
As organizations expand their use of AI agents, the challenge is translating adoption into business value. Shared context and coordinated execution are becoming central to that work.
40%
McKinsey & Company
of respondents at large companies report scaling AI agents in at least one business function.
49%
Salesforce
of data leaders report occasional or frequent incorrect conclusions from data lacking business context.
Up to 60%
Gartner
predicted cost reduction by 2027 for organizations that prioritize semantics in AI-ready data.
THE PROBLEM
Retrieval ≠ Reasoning
Enterprise data spans fragmented systems — ERP platforms, spreadsheets, PDFs, and siloed databases that rarely speak the same language. It is dynamic, time-dependent, and deeply contextual. In decision-critical environments, that fragmentation introduces risk and prevents most AI systems from graduating from pilot to production.
THE SOLUTION
Grounded, Not Guessed
Aquerius automates dynamic knowledge models that ground your answers using verifiable reasoning algorithms. By combining neuro-symbolic engines with automated data ingestion, we power an answering system that remains accurate and trustworthy as facts evolve with time.
THE FOUNDATION
Knowledge Guides Action
Aquerius gives agents the business context they need to reason and act, connecting organizational knowledge with the rules, relationships, and human judgment that guide decisions.
Knowledge in Context
Temporal semantic knowledge graphs represent business concepts, their relationships, and how they change over time. This gives agents a foundation for interpreting information within the circumstances in which it applies.
Agents Grounded in Logic
Agents apply specialized skills within the definitions, rules, and constraints of your business. Their reasoning draws on shared knowledge and relevant analytical tools to evaluate options and determine appropriate actions.
Execution with Human Oversight
Agents coordinate work within defined permissions and approval requirements, involving teams where judgment is needed. Human feedback helps preserve commercial intent as work progresses and conditions change.
OUR SOLUTIONS
Business Knowledge at Work
Aquerius applies connected business knowledge to commercial operations and information discovery, giving teams and agents the context to interpret demand, coordinate decisions, and find relevant information across systems.
Agentic Retail Operations
Mercury brings merchandising, planning, marketing, and finance into a shared operating environment. Its agents assess changing conditions and coordinate work across functions, accounting for commercial dependencies and decisions over time.
Semantic Search
Find information through its meaning and business context. Aquerius connects queries with relevant concepts and relationships, helping teams retrieve information across sources even when terminology and formats differ.
See Reasoning in Action
See how Aquerius transforms raw data into trusted, verifiable enterprise logic.
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