Language intelligence that runs anywhere.
BABEL, the Azcuna Dynamics platform, turns foreign-language documents into searchable, analyst-ready intelligence entirely offline. Translation, extraction, and search run on a laptop with no network, for environments where the cloud is not an option.
The engineering behind the claims, written for evaluators. Each is a long read with the questions to ask any vendor, including us.
How offline machine translation works
How offline translation software runs a neural model on a laptop with no internet: quantization, tokenization, chunking, and what quality to expect..
Model provenance and sovereign AI
Why an AI model's weights, training data, and toolchain are a supply-chain question for defense, and what 'sovereign AI' should actually mean..
Why air-gapped RAG matters
Why an air-gapped, on-premise LLM is the only defensible way to run RAG on classified documents, and how a zero-egress stack is built..
Machine Translation
Neural translation of foreign-language documents into English, tuned for the languages that matter to defense and intelligence work.
- On-device inference
- Document- and passage-level
- Streaming output
Document Intelligence
Extract entities, relationships, and key facts from large, messy document sets — across formats and scripts.
- Entity & relationship extraction
- Mixed-script handling
- Analyst-ready summaries
Semantic Search
Retrieval by meaning, not just keywords. Ask in plain language and surface the passages that actually answer the question.
- Local vector search
- Cross-lingual retrieval
- Source-grounded results
Air-Gapped Deployment
The entire stack runs disconnected, on hardware you control. Nothing is transmitted, logged off-box, or sent to a third party.
- Runs on commodity hardware
- No external dependencies
- Data stays on-perimeter
Every stage runs inside the air-gap perimeter. Hover a stage to see what it does.
Ingest/Documents, images, and media loaded from local storage or seized media. No upload, no indexing service.
Priority-tuned for the languages that matter most, with broad coverage beyond. Hover a region to see its languages.