Every report anchors on a structural finding only QGI's pattern engine can produce; scoring date and method on every piece.
Pakistan ranks in the top 8 to 20 globally across five independent structural models simultaneously. Its nearest self-analogue is Pakistan 2011, match score 0.9712. The same structural configuration that preceded Raymond Davis, Abbottabad, and Salala.
QGI's pattern engine scores the United Kingdom #1 of 157 countries on its Currency-Crisis recipe, with its closest structural analogue its own 1992 ERM exit at 0.975 cosine resemblance.
QGI places Niger at #4 of 58 on its Multilateral Agreement recipe at 94/100. Its closest structural peer, Burkina Faso (95% cosine similarity), sits at #57 with 2/100. The two AES juntas are on opposite structural paths.
QGI places India and Pakistan at 99% cosine similarity, each other's #1 structural peer in the 156-country cohort. Civil War & Insurgency recipe fires on both with the same fingerprint. The convergence is recent, not decades-embedded.
QGI places Ukraine's closest structural twin at Bosnia and Herzegovina (81% cosine, 16-point gap above the next-closest cluster). A falsifiable structural-credit thesis: Multilateral Agreement crossing 70/100 is the entry trigger, 60/100 floor with no CI narrowing is the exit.
QGI places Ghana at the 99th percentile of global election-stress in its April 2026 scoring run. Its closest structural peer is Mauritania at 99% cosine similarity, not Mali, not Burkina Faso. What that structural resemblance means for the six-month forward call.
How QGI's structural-analogue patterns align with Fund for Peace's Fragile States Index, where they diverge, and what the divergence flags for analysts.