Run multi source research in parallel, judge contradictions explicitly, retain evidence lineage, and synthesize only the material the decision requires.
Research at scale fails in a specific way: sources disagree, and a single summarizing pass quietly picks a winner. The reader gets a confident paragraph with no way to see which claim came from where, or what was discarded to make it read cleanly.
The work also fans out badly. Dozens of sources need to be discovered, read, and normalized before anything can be compared and that comparison is the actual product.
Orchestrate runs discovery and extraction as parallel branches, normalizes what comes back into a common shape, then performs a judged join: contradictions between sources are detected and evaluated explicitly rather than averaged away.
Every claim keeps its lineage back to the source that produced it. A reviewer approves the evidence set before synthesis runs, and synthesis is scoped to the decision being made rather than to everything that was found.
Provenance is retained per claim, so a brief can be audited down to the sentence: which source, retrieved when, and what competing sources said.
Judged joins are recorded as decisions, not as invisible merges the reasoning that selected one claim over another stays part of the run.
A decision-ready brief whose claims are traceable to sources, whose contradictions are visible rather than smoothed over, and whose scope matches the decision at hand.
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