THE SIGNATURE AGENT

Five steps. Five minutes. A new way to read biology.

Watch a drug signature flow through the live agent - from raw gene cloud to ranked indication list. The same engine generalises across disease, agrichemical, veterinary, and bacterial signatures.

sarborg.agent / signature-pipeline
IDLE · < 5 MIN

Sarborg Signature Agent

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Run the five-step pipeline against the Sarborg signature libraries. Click each step to watch it work.

EST. RUNTIME · < 5 MIN

ANATOMY OF A RUN
  1. 01

    Drug signature ingest

    A drug signature - hundreds of up- and down-regulated genes - enters the agent as a raw .gmt file. Complex, noisy, biologically precise.

  2. 02

    Binary encoding

    The agent encodes the signature into a compact binary matrix - a numerical fingerprint that machines can compare at scale.

  3. 03

    Database routing

    Choose your reference frame: Sarborg 1,600 Disease, 1,700 Rare Disease, 4,500 Agrichemical, Veterinary, Bacterial - or your own.

  4. 04

    Connectivity & enrichment

    The agent computes pathway-level overlap and inversion. Where the drug activates, does the disease suppress? That delta is the signal.

  5. 05

    Ranked indication report

    A ranked list of disease matches, scored by log p-value, with full mechanistic narrative - delivered in under five minutes.

Want a signature run on your compound?

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