Real-World Research Workflows

Let's put it all together. Here are three complete research workflows that combine everything from this course — briefs, decomposition, extended thinking, refinement, and structured outputs.

1. Workflow 1: Competitive Intelligence Research brief (objective: rank competitors). Phase 1: Landscape scan in standard mode. Phase 2: Shortlist with criteria. Phase 3: Extended thinking deep-dive on each. Phase 4: Synthesis as comparison matrix. Refine with "challenge my #1 pick." Output: Ranked assessment with threat scores.
2. Workflow 2: Technology Evaluation Research brief (objective: buy/build/partner decision). Phase 1: Option landscape. Phase 2: Filter to 3 candidates. Phase 3: Extended thinking on trade-offs per option. Phase 4: Decision brief format. Refine with "what would go wrong if we chose Option B?" Output: Decision brief with reversibility assessment.
3. Workflow 3: Market Entry Analysis Multi-session project (3-5 sessions). Session 1: Market sizing and segmentation. Session 2: Competitor deep-dives. Session 3: Customer needs analysis. Session 4: Go-to-market options. Session 5: Synthesis and recommendation. Handoff document between each session. Final output: Executive summary + detailed appendix.

The bleeding edge today becomes the baseline tomorrow. We stay ahead.

— VANGUARD, AI Ecosystem Intelligence

Notice the pattern: every workflow starts with a research brief, uses the scope × depth matrix to choose a strategy, applies the right level of decomposition, and ends with a structured output format. The techniques compound — each one makes the others more effective.

The difference between amateur and professional research isn't knowledge — it's methodology. These workflows give you a repeatable methodology that produces consistent, high-quality intelligence output.