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ENTERPRISE INTELLIGENCE · AI KNOWLEDGE MANAGEMENT

AI answers grounded in your verified knowledge.

CTN AKM-SEAMS™ | Transforming Data into Trusted Intelligence.

 CTN AKM-SEAMS™ transforms disconnected data into trusted, decision-ready intelligence. By integrating diverse data sources into a secure, ontology-driven knowledge fabric, the platform creates a persistent digital thread that enables enterprise-wide discovery, collaboration, traceability, and authoritative decision-making. Rapid data ingestion, AI-powered knowledge extraction, and full provenance tracking deliver faster insights, improved operational efficiency, and a scalable, secure foundation for trusted AI adoption.

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Why teams choose CTN AKM-SEAMS™?

Most organizations don't have a data problem:  they have a findability problem. The knowledge exists, but it's trapped in disconnected systems, mixed (structured and unstructured) formats, and files that retire when the people who made them do.

CTN AKM-SEAMS™ connects that scattered data into a single, domain-aware map of what you know, linking reports, instrument data, analyses, and the decisions they informed. Its AI surfaces relationships and patterns a human reviewer would never have time to find, so your team spends less time hunting and more time deciding.

 

Who Uses CTN AKM-SEAMS™

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Aerospace & Defense
Decades of test data and reports, made searchable and traceable for mission-critical decisions. 
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Government

Institutional knowledge stays findable and auditable, even as people and programs turn over. 

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Healthcare & Life Sciences
Research, clinical, and regulatory records grounded in verified sources answers you can trust.
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Manufacturing

 Decades of process, quality, and instrument data are integrated into a searchable knowledge base. 

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Energy & Industrial

Turn scattered engineering reports and test histories into knowledge your team can query and reuse.

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Regulated Enterprise

Any org needing answers that are traceable, defensible, and based on verified data.

Answers you can count on.

Confident answers aren't the same as correct ones. 

 

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Ingests any source, any format

Reports, spectra, instruments, images, databases:  all pulled into one place, pedigree preserved. 

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Builds a domain-aware knowledge graph

Maps the relationships between your data, analyses, and decisions to reveal connections. 

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Surfaces what humans would miss

AI based auto search finds patterns across your full corpus, at a scale no manual review reaches.

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Recovers data locked in charts

Digitize decades of legacy charts into searchable, usable visual data for modern tools. 

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Traces every answer to its source

 Every answer carries its provenance: traceable, verifiable, and tied to the exact source data. 

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Runs inside your walls

Deploy on-premises or in your own environment. Sensitive data never leaves your network.

 Simple to use.  Grounded in Truth with Data.

Under the hood, CTN AKM-SEAMS™ is doing serious work: ingesting scattered sources, resolving them against your own domain-aware ontology, and building a per-tenant knowledge graph that keeps every answer traceable to its origin. Your team never has to see any of that. They ask a question in plain language and get an answer grounded in verified data, with the provenance attached - ready to cite, defend, or act on. The rigor is what makes the answer trustworthy; the simplicity is what makes people actually use it. 

Platform capabilities

  • Grounded in your verified data:  every answer is drawn exclusively from your own corpus and traced to its source, never from a generic model that can't show its work.

  • Ingests any source, any format:  reports, spectra, instrument data, images, audio, video, files, documents, etc. are pulled into one place using proven ETL pipelines that preserve the pedigree of every source. 

  • Domain-aware knowledge graph:  graph-database technology and your organization's own ontology map the relationships between datasets, analyses, and the decisions they informed,  so connections become visible instead of buried.

  • AI that surfaces what humans miss:  machine-learning models perform pattern recognition across the full corpus, revealing relationships and insights at a scale no manual review could reach.

  • Chart Mining recovers locked-up data:  figures and plots inside existing reports are read and converted back into numbers, making decades of visual data searchable and comparable.

  • Secure, sovereign, and auditable:   Available in your own air-gapped, controlled environment, so sensitive data never leaves your network or is cloud-hosted. NIST and FIPS compliant with full provenance and audit tracking on everything the platform touches. 

The Data Foundation

Built on a Modern Data Architecture

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Data Lake
Store, index, tag, and retrieve raw data at scale, with easy import and export.
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Graph Storage

Model entities and relationships across flexible, extensible, multi-schema storage.

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DATA PIPELINES

Extract, transform, and load data through an extendable computational framework.

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DATA EXPLORATION

Find, retrieve, and explore data relationships with schema-agnostic, model-driven search.

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Domain Ontology

Maps domain knowledge into structured rules that connect data to meaning across every source. 

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Cognitive Thread Network

Connects datasets, analyses, and decisions into a single traceable, auditable knowledge map. 

Frequently asked questions

What is CTN AKM-SEAMS™?

CTN AKM-SEAMS™  is a multi-tenant AI knowledge platform that ingests your organization's scattered data, builds a domain-aware knowledge graph, and delivers traceable answers grounded exclusively in your verified corpus — not a generic model.

How is CTN AKM-SEAMS different from generic AI or a large language model?

Generic AI generates answers from a broad public model and can't show its sources. CTN AKM-SEAMS™  grounds every answer in your own verified data and traces it back to the exact source, so answers are defensible — not hallucinated.

What kinds of data can CTN AKM-SEAMS ingest?

Reports, spectra, instrument data, images, audio, video, and databases. It pulls heterogeneous sources into one place using proven ETL pipelines that preserve the pedigree of every source.

Can CTN AKM-SEAMS run in a secure or air-gapped environment?

 Yes. It deploys on-premises or in your own controlled environment, so sensitive data never leaves your network, with full provenance and audit tracking on everything it touches. 

What is Chart Mining?

 Chart Mining reads figures and plots inside existing reports and recovers the underlying numbers, making decades of visual data searchable, comparable, and usable across programs. 

Why RJ Lee Group

Decades of turning complex data into defensible answers. 

CTN AKM-SEAMS™ is built by RJ Lee Group, a scientific, laboratory, and software firm with decades of experience solving hard technical problems for government and industry. Grounding answers in verified data, preserving the pedigree of every source, and making knowledge defensible isn't a feature we added; it's how the firm has operated since day one.

That scientific rigor is engineered into the platform. CTN AKM-SEAMS™ is designed for organizations that have to trust, and prove, every answer, in the regulated and mission-critical environments where RJ Lee Group has worked for years. 

See what CTN AKM-SEAMS™ can find in your data.

Every organization's data holds answers it can't yet reach. We'll map your sources, show a live demo against representative data, and scope what a deployment looks like for your team.

 

 

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