Your AI.
On Your Device.
The local-first AI OS for high-liability environments. Complete privacy. Complete control.
Data Upload + Ingestion
Ingest PDFs, Markdown, and CSVs directly into a local Qdrant instance. Zero cloud upload. Your documents are indexed on-device.
- Format Agnostic
- RAG Pipeline
- Automatic version tracking
Desktop Empty
Why Engram
Your Data is the Product.
Until Now.
Engram decouples intelligence from the cloud, giving you state-of-the-art AI without the privacy trade-off.
Data Sovereignty
No API keys for inference. No telemetry. No model training on your text. Third-party integrations use credentials stored only on your machine — never transmitted.
Data egress comparison
Cloud AI
Engram
Local Performance
Inference runs on local silicon via Docker — no network round-trips, no rate limits, no per-token costs. Vector retrieval from Qdrant typically under 200ms.
Avg. first-token latency
Measured on M2 MacBook Pro · llama3.1:8b · no GPU
Model Agnostic
Run Llama 3.1, Mistral, Gemma, or DeepSeek by changing one environment variable. Swap models without rewriting a line of application code.
Active inference model
Set via OLLAMA_MODEL in .env
The Privacy Argument
AI Without the Exit Door.
Every cloud AI tool creates a data egress path. Engram doesn't.
Your prompt
leaves your machine
HTTPS → API server
OpenAI, Anthropic, etc.
Remote model host
multi-tenant, shared
Training data pool?
depends on your tier
Other customers
same infrastructure
Your prompt
stays on your machine
Local Ollama
llama3.1, mistral, gemma
Local Qdrant
your vector store only
Your machine only
no egress, no exceptions
Zero external calls
air-gap capable
Engram has no telemetry endpoint, no analytics SDK, and no call home mechanism. Verify in source.
Engineered for Zero Trust.
No cloud vectors. No API keys for inference. Python and Docker on your local hardware — every component is inspectable, replaceable, and air-gap capable.
When "The Cloud" Isn't an Option.
For professionals who manage high-liability data, privacy isn't a feature—it's a regulatory requirement.
Legal Counsel
Ingest case files and discovery documents. Search for liability clauses across thousands of PDFs without breaking attorney-client privilege.
No BAA needed — there's no third party.
Privilege IntactHealthcare
Analyze patient notes and research papers locally. Data never leaves the machine, eliminating a key class of HIPAA data-egress risk.
No cloud upload. No third-party model training on patient data.
HIPAA-Aligned · GDPR-ReadyR&D / IP
Index proprietary codebases, chemical schematics, and trade secrets. Your Intellectual Property stays strictly on your hard drive.
Talent & HR
Screen candidates against internal salary bands and sensitive roadmaps. Keep PII and compensation data completely off the cloud.
Finance & Gov
From M&A due diligence to public sector clearance. If it's too sensitive for standard AI tools, it belongs in Engram.