Research & Development
Riley's R&D hub — video intelligence, tool evaluations, competitive landscapes, and pattern discovery.
R&D Pipeline
6-stage gated R&D process — intake, evaluate, decide, prototype, propose, validate. With Technology Radar.
Video Intelligence
AI ecosystem video evaluations with cross-team scoring, competitive landscapes, and decision tracking.
Evaluations
Tool and technique evaluations — socratic prompting, auto-research, framework comparisons, and more.
Competitive Landscapes
Side-by-side comparisons of tools and platforms — memory systems, secret protection, code review.
Recent R&D Activity
CON-0001 — R&D Process Redesign (6-stage pipeline + Technology Radar)
Philippe + Riley + Francois · 13 gaps, 10 opportunities, 7 CI items · View Report
Video Intelligence Report — 17 videos evaluated
3 teams (R&D, Engineering, Architecture) · 3 competitive landscapes · 21 patterns found
Competitive Landscape: Memory Systems
Honcho vs Mem0 vs Zep vs Letta vs file-based · Winner: Honcho (pilot)
Competitive Landscape: Secret Protection
Varlock vs dotenvx vs Gitleaks vs 12 others · Winner: Varlock + Gitleaks
Competitive Landscape: Code Review Tools
CodeRabbit vs Copilot vs adversarial pattern vs 8 others · Winner: Build /review-adversarial