CI-201b · Module 3

Trajectory Analysis & Prediction

4 min read

A static landscape shows where players are now. A trajectory-enhanced landscape shows where they are heading. Trajectory analysis adds directional arrows to each player based on their recent movements — product launches, hiring patterns, partnership announcements, market expansion signals. The direction and velocity of movement matter more than current position for strategic planning. A small player moving rapidly toward your quadrant is a more urgent concern than a large player sitting still.

Trajectory analysis operates at two levels. The first is evidence-based: you project forward based on observed actions. A company that has hired 50 engineers in a new city, filed three patents in a new technology area, and launched a beta product in a new market is moving in a clear direction. You can plot that trajectory on the landscape with high confidence. The second level is inference-based: you project forward based on strategic logic. A company that has saturated its current market segment must either expand to adjacent segments or accept declining growth. The direction of expansion is less certain, but the necessity of movement is clear.

Do This

Base trajectories on observed actions — hiring, patents, products, partnerships — not on announced intentions
Distinguish between evidence-based trajectories (high confidence) and inference-based trajectories (lower confidence) on the map
Update trajectories with the same cadence as positions — a trajectory that was accurate three months ago may have changed direction

Avoid This

Project current momentum indefinitely — growth rates change, strategies pivot, markets saturate; all trajectories eventually curve
Ignore small players with aggressive trajectories — they are often the most dangerous because they have the most to gain and the least to lose
Confuse announced strategy with actual trajectory — companies announce intentions constantly; their actions reveal their real direction