Layer 1 — Single LLM call, structured output
One prompt, one Claude API call, one structured JSON response. No frameworks, no orchestration — well-engineered prompt design that extracts consistent, schema-validated intelligence from the model's knowledge.
⚡ Gap this layer leaves: no live data. What happened at this company last week? Layer 2 fixes that.
Company lookup
Quick picks
DBS Bank
Grab
UOB
Singtel
OCBC
Starhub
Singapore Airlines
Generating brief…
Confidence
Qual Score
— / 10
Overview
Pain Points
Technology Priorities
Opening Angles
Watch Outs