CASE 03 · SHIPPED

Lode

Any source in. A trusted expert out.

2026

PROJECT INFOS

Point it at your sources and get back an expert that answers with citations.

Point Lode at your websites, PDFs and videos, and your agents get somewhere to look things up that they can rely on. It knows nothing about your business and does not need to: every tenant configures the whole pipeline from a standard library. Two clients in unrelated fields run on the same platform with no custom code between them. Research ingestion keeps a human in the loop, and retrieval quality is measured on every change. Security was engineered, not assumed: an audit against the source produced 71 findings and every one was closed. Lode is live. Its public demo will build you a cited expert from a single URL.

VISIT WEBSITE ↗
PLATFORM ARCHITECTURE
CITED CITED CITED CITED ANY SOURCE IN
Warm queries went from about 2.1s down to 58ms

WHAT IT PROVES

  1. 01

    Warm queries went from about 2.1s down to 58ms

  2. 02

    Built out of running a 20.6M-article corpus in production

  3. 03

    A white-box audit produced 71 findings and every one was closed

SCOPE

  • PLATFORM ARCHITECTURE
  • RETRIEVAL PIPELINE
  • MULTI-TENANCY
  • SECURITY AUDIT
  • OPERATOR CONSOLE

STACK

  • PYTHON
  • QDRANT
  • POSTGRESQL
  • ARGON2ID
  • PLAYWRIGHT
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