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From evidence to trusted AI decisions.
AI can cite sources. Latent-Sense goes further—connecting claims to evidence, evaluating what it means, and showing why a conclusion is supported.
Source -> Meaning -> Reasoning -> Conclusion
Persistent
Semantic Knowledge
Verifiable
Reasoning
Evidence-backed
Conclusions
The Challenge
Citations tell you where information came from. Not whether it's correct.
When sources conflict, policies change, or assumptions go untested, simply citing documents is not enough to make a decision defensible.
Conventional AI
Sources inform. Reasoning matters.
Cited Evidence
Inference Not Guaranteed
A cited answer is not necessarily a proven conclusion.
Retrieval and citations may leave the reasoning between evidence and the final answer unclear.
The Latent-Sense Approach
Evidence -> Reason -> Conclude
Semantic Evidence
Verifiable Reasoning
Evidence connected to claims and the reasoning behind them.
rxMaps and ReX preserve source relationships, surface contradictions, and make conclusions inspectable.
How It Works
Evidence first. Reasoning you can verify.
Two complementary technologies turn scattered organizational evidence into structured knowledge and supported decisions.
01 / Connect
Bring the evidence together
Use documents, records, policies, systems and historical knowledge. Preserve where information came from.
02 / Structure
rxMaps connects meaning
Create a persistent semantic knowledge structure with explicit relationships, source references and reusable context.
03 / Reason
ReX evaulates and explains
Bind claims to evidence, identify conflicts, apply constraints, and preserve the reasoning path to conclusions.
Source Evidence -> rxMaps -> ReX -> Supported Conclusion
SEE THE DIFFERENCE
Don't just read the answer. See why it's supported.
An answer becomes more useful when you can inspect the source passages, the relationships between them, and the criteria used to reach the conclusion.
Identify supporting evidence in original sources
See contradictions and governing requirements
Follow reasoning from evidence to conclusion
Built for Defensible Reasoning
More than an answer. A basis for trust.
Capabilities that make evidence visible, contradictions actionable, and decisions easier to inspect and audit.
Evidence binding
Link individual claims and inferences to the source passages and relationships that support them
Conflict evaluation
Surface disagreements and assess time, authority, policy and context. Flag unresolved issues.
Reasoning lineage
Trace source evidence through semantic representation and inference to a conclusion.
Reusable knowledge
Preserve connected meaning for other teams, models, agents and workflows instead of recreating it.
Persistent Semantic Knowledge
Build once. Reuse everywhere.
rxMaps turns dispersed knowledge into a reusable semantic foundation that works across models, agents, applications and workflows.
Unstructured Data
Reports, PDFs, Manuals, Policies, SOPs
Structured Data
Databases, Spreadsheets
Multimedia
Audio
More coming
People & Expertise
Policies, Discussions, Institutional Knowledge
Sensor Data
Telemetry data coming soon.
Semantic Knowledge Map
rxMaps
ReX
Advanced Reasoner
Persistent Semantic Memory
Model Agnostic
No Retraining
LLMs
GPT, Claude,
Llama, etc.
AI Agents
Autonomous
Agents
Workflow
Business Process Automation
Application
Internal Tools, Customer Apps
Less repeated work
Stop repeatedly reconstructing the same organizational context each time an AI system runs.
Knowledge that persists
Retain evidence relationships, requirements and meaning across projects and departments.
Scale without starting over
Begin with one business challenge and extend the same knowledge foundation when you're ready.
Build once. Reuse across the enterprise.
Operational & asset assurance
What changed, what does it affect, and is the issue actually resolved?​
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Construction - Engineering - Operations
Regulatory & risk assurance
Surface disagreements and assess time, authority, policy and context. Flag unresolved issues.
Government - Legal - Insurance
Evidence & knowledge assurance
What do we know, why do we believe it, and which evidence disagrees?
Healthcare - Research - Knowledge Work
