ENTERPRISE INTELLIGENCE · AI KNOWLEDGE MANAGEMENT

AI answers grounded in your verified knowledge.

Name: SEAMS Big Data Platform
Brand: RJ Lee Group
Price: Contact for pricing USD

RJ Lee Group developed CAKM-SEAMS™ to give your team AI answers it can actually trust. Built on your verified knowledge, our platform connects to any source, automatically builds a domain-aware knowledge graph, and delivers transparent, traceable, and compliance-ready insights.

Cognitive Thread Network(CTN) AKM-SEAMS™ is the platform that combines RJ Lee’s Advanced Knowledge Management (AKM)-SEAMS Data Management along with additional tools like Chart and Image mining, along with overall multi-tenant management

It ingests data scattered across systems and formats enterprise sources — reports, instrument data, spectra, images, and decades of files — and builds a per-tenant knowledge graph constrained by an adaptive, domain-aware ontology. Every answer is traceable, compliance-ready, and grounded exclusively in your trusted knowledge corpus, so your team can act with confidence on information they can verify and defend

CTN AKM-SEAMS™ is part of RJ Lee Group's Enterprise Data and Knowledge Management tools.

Answers you can count on.

Confident answers aren't the same as correct ones.

Most organizations already have the knowledge they need, but it is scattered across systems, formats, and decades of files no one can fully search. Teams make consequential calls on partial information or rely on generic AI that sounds credible yet cites nothing. CTN AKM-SEAMS™ removes the guesswork. It grounds every answer in your verified corpus and traces it back to the source so your team can see exactly where

Ingests any source, any format

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

Builds a domain-aware knowledge graph

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

Surfaces what humans would miss

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

Recovers data locked in charts

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

Traces every answer to its source

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

Runs inside your walls

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

Complex enough to trust. Simple enough to use.

Defensible enough for an audit. Simple enough to just ask.

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, and databases 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 — deploy on-premises or in your own controlled environment, so sensitive data never leaves your network — with full provenance and audit tracking on everything the platform touches.

Aerospace Test & Evaluation

Decades of Engineering Data. One Place to Find It.

Aerospace test and evaluation programs generate enormous quantities of data — flight test reports, sensor outputs, analyses, and the engineering decisions they informed. The challenge isn't volume. It's that the data lives in disconnected systems, and the context that makes it meaningful gets lost between programs, between teams, and over time.

CTN AKM-SEAMS™ aggregates multi-format, multi-source data into a single auditable, searchable environment. Engineers can find prior work, confirm where it came from, and build on it with confidence — without starting from scratch or relying on institutional memory.

Find relevant test data and prior analyses across systems — without knowing exactly where to look
Trace results back to the analyses and decisions that used them
Preserve engineering knowledge so future teams can understand what was done, why, and how

CTN AKM-SEAMS™ is currently deployed in advanced aerospace test and evaluation environments. NIST and FIPS compliant. Available cloud-hosted or on-premise.

Drive Digital Transformation

CTN AKM-SEAMS™ quickly ingests, curates, and transforms large volumes of data for content discovery while maintaining its pedigree. Built on a cloud-first architecture, CTN AKM-SEAMS provides a secure foundation for systematically preparing and extracting knowledge to support the execution of existing and/or the creation of new analytics.

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 foundation for trusted AI adoption

The Data Foundation

Built on a Modern Data Architecture

Data Lake

Store, index, tag, and retrieve raw data at scale, with easy import and export.

Graph Storage

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

DATA PIPELINES

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

DATA EXPLORATION

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

Domain Ontology

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

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™ r 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 CN 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.

Who Uses CTN AKM-SEAMS™

Aerospace & Defense

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

Government

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

Healthcare & Life Sciences

Research, clinical, and regulatory records grounded in verified sources answers you can trust.

Manufacturing

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

Energy & Industrial

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

Regulated Enterprise

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

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. 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.

NUMBERS SPEAK

Years solving hard technical problems

Scientists & Engineers

Matters Resolved