The agents are not isolated copilots. They inherit the same evidence, decisions, contradictions, permissions and discoveries, because they all read and write Attest. That is why a conclusion from one program can change what another program does next.
Searches six sources, deduplicates and ranks, retrieves primary text, and writes a review that states the gap.
See it run ↗Drafts the manuscript, then re-reads the corpus and checks every claim against its citation before it will call the draft finished.
See it run ↗Proposes targets from mechanism, internal results and the literature, with what argues against each.
Assembles the evidence for and against a target and names the experiment that would discriminate.
Proposes and evaluates markers against available cohorts and assays.
Runs the analysis in notebooks you can open and rerun, with inputs and outputs attached to the conclusion.
Reasons over series, liabilities and structure-activity relationships held in the fabric.
Generates and filters candidates against the constraints the program actually set.
Works from real structures — the tear-reducer run pulled 5GTE and 5GTF from the PDB and characterized the cavity.
See it run ↗High-throughput virtual screening against a characterized site.
Predicted absorption, distribution, metabolism, excretion and toxicity, scored with your models where they are connected.
Writes the protocol as pass and fail criteria, with the result that would change the conclusion.
Carries a finding from model system toward human relevance, and says where the leap is.
Surfaces liabilities across the program, including the tox note nobody reread.
Reasons over trial design and prior evidence.
Assembles what a filing needs from what the fabric already holds.
When the literature agent flags a conflicting result, the experimental planning agent cannot quietly plan around it.
Retract a source and every agent's conclusion that rested on it is flagged, in every program it reached.
When screening hands a candidate to experimental planning, it hands over the sources, the uncertainties and what was never tested — not a summary.
An agent working for one program cannot launder a restricted result into another by paraphrasing it.
Agents are customized to your workflows, SOPs, scientific standards, internal systems, toolchain, models and decision criteria. Where the commercial terms allow it, you can own that customized code and run it in your own infrastructure.
