Specialist#049

LLM-Assisted Research Workflow

Feed long source documents (bills, regulatory filings, court rulings, transcripts) to an LLM that summarizes them and surfaces markets where the document's implications aren't yet reflected in the price. The edge is reading speed at scale: the model digests material faster than competitors, flagging mispriced markets for a human to verify before trading.

What you need to run it

LLM API access plus a document-ingest pipeline
Prompt library tuned per market category
Human review step before placing trades

Where this applies

Markets on Polymarket where llm-assisted research workflow is the natural play:

Will the Supreme Court strike down [pending law] before the end of its 2026-27 term?
Will Congress pass a 2027 budget bill before the shutdown deadline?
Will the Fed cut rates at the next FOMC meeting?

Capabilities this demands

Custom code / APIManual researchDomain knowledge

At a glance

CategorySpecialist

Requirements3

CapabilitiesCustom code / API, Manual research, Domain knowledge

VenuePolymarket (CLOB, Polygon)

Build it

Related specialist strategies

This is documentation, not advice. Poly Research & Robotics publishes how these strategies work because the method should be checkable — not as a recommendation to trade them. See the full strategy database (297 strategies) or the data feeds directory.