Defense Specification Analysis Platform

A new way to read
defense specifications

KDS, MIL-STD, NATO STANAG — hundreds of unstructured technical document types, HWP included, parsed in full. Military and public documents that cannot leave the network are analyzed by an sLLM-RAG running air-gapped, extracting specification clauses precisely and turning 2–4 weeks of work into tens of minutes.

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2–4 weeks → tens of minutes
Gap analysis
Expert work, automated
Full HWP support
90% of Korean military documents
The barrier that keeps foreign tools out
No internet connection required
Runs standalone on a closed network
Air-gapped, on-premises
100%
The governing clause, cited
A confidence score on every verdict
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 THE BLIND SPOT

Where existing tools
could not reach

The complexity of the specifications
A single weapon system is governed by 50 to 300 specifications. Their cross-references are not organized anywhere, so when one is revised the blast radius has to be traced by hand.
The constraints of a secure environment
Defense documents cannot be uploaded to the cloud. That structurally rules out any service built on a commercial LLM API, and makes standalone operation on a closed network a requirement.
HWP as
a barrier to entry
More than 90% of Korean military documents are in HWP format. That is the structural reason foreign solutions struggle to enter the Korean defense market.
 ARCHITECTURE

Three layers

Layer 3 — the platform
Web UI + deployment package
React + FastAPILDAP / TLS / RBACOne click with Docker ComposeOffline installation package
Layer 2 — applications (five core capabilities)
Automated specification analysis · governing clauses cited
Gap AnalysisRTM generated automaticallyCompliance AuditConflict DetectionImpact Analysis
Layer 1 — the base engine
Document intelligence engine · parsing · retrieval · sLLM-RAG
PDF (PyMuPDF + Camelot)HWP (python-pyhwp)DOCX / scanned OCRbge-m3 embeddingsDense+BM25 Hybrid Search + RerankingOllama + EXAONE 4.0
 5 CORE FEATURES

Five core capabilities

CapabilityWhat it doesEffect
Gap AnalysisCompares an old and a new revision automatically, classifying changes into eight types — value changes, condition changes, new clauses, reference changes and more — and grading each by risk2–4 weeks → tens of minutes
RTM generated automaticallyExtracts obligation language such as shall and must, tags each requirement with an ID, a type and a verification method, and exports to Excel or JSONmanual → automatic
Compliance AuditMatches the delivery document against the required specification automatically, flagging missing clauses and mismatches by riskreview → traceability
Conflict DetectionDetects requirements that contradict each other and presents the cause of the conflict along with the clauses involvedconflicts → caught early
Impact AnalysisTraces which documents, parts, requirements and test items a specification revision affectsmanual work → impact analysis
 TECH STACK

Technical specifications

Parsing
PDF → PyMuPDF + Camelot
HWP → python-pyhwp
DOCX → python-docx
Scanned images → OCR engine
Embedding and retrieval
bge-m3 multilingual embeddings
Korean and defense terminology dictionaries
ChromaDB vector store
Dense+BM25 + Cross-Encoder Reranking
LLM and inference
Local serving with Ollama
Built on EXAONE 4.0
Llama 3.x compatible
Domain sLLM fine-tuning
Deployment
One click with Docker Compose
NVIDIA RTX 4090 baseline
Offline installation package
Security
LDAP integration
TLS encryption
Role-based access control
Air-gapped operation guaranteed
Formats supported
KDS specifications
MIL-STD manuals
NATO STANAG
Technical specifications · QAR

See defense specification
analysis for yourself

We will show you how AI parses a specification inside a closed network and carries it
through gap analysis and impact analysis automatically. Open to military organizations, prime contractors and small defense suppliers alike.

Request a demo →