From Signal to Recommendation

A signal without a recommendation is trivia. The bridge between observation and action is the "so what" — a clear statement of what the signal means for your organization and what should be done about it. The VANGUARD recommendation format has three parts: the signal (what happened), the implication (what it means for us), and the recommended action (what we should do). Every signal that makes it into a briefing must pass through all three parts. If you cannot articulate the implication and recommendation, the signal is not ready for distribution.

1. State the Signal One sentence, factual, sourced. "Anthropic released Claude 4 with 2x context window and 30% lower API pricing on March 15, 2026." No interpretation yet — just the event as it happened, with a source link.
2. Articulate the Implication One to two sentences connecting the signal to your organization. "Our current summarization pipeline uses the full context window. The 2x expansion enables processing our largest customer documents in a single pass, eliminating our chunking workaround. The 30% price reduction improves our margin on AI-assisted engagements by approximately $2,400 per project."
3. Recommend an Action One sentence, specific, time-bound. "Engineering should benchmark the new model against our current pipeline within two weeks. If performance parity or improvement is confirmed, migrate by end of Q2." The action should name who, what, and when.