Making Rigorous Analysis Accessible
Most organizations make critical decisions based on incomplete information, untested assumptions, and unchecked biases. Mapshock changes that. We bring the rigor of structured analytical methods to every organization — not by simplifying the analysis, but by automating the discipline.
Our Principles
Analytical Rigor First
Every analysis follows structured methods. Protocols guide the analytical approach. Quality gates validate the output. No shortcuts.
Source Transparency
You see where every conclusion comes from. Sources graded for reliability and freshness. Full provenance chain from finding to evidence to source.
Honest Uncertainty
We don't pretend to know more than we do. Calibrated probability language, explicit assumptions, and clear distinction between fact and judgment.
Bias as Default Assumption
Cognitive biases are the norm, not the exception. Automatic screening for anchoring, confirmation bias, groupthink, and 11 more bias types.