Platform Intelligence - Self-learning loop

Self-learning loop & scorecard calibration

Outcome records, precedent proximity, and acquisition performance feed the next sourcing cycle without changing deterministic scoring controls.

Last recalibration 8 days ago26 precedents
Fit-to-synergy correlation0.71closed deals vs fit score at acquisition
Closed deals fed back4this quarter - 11 lifetime
Precedent library26corporate and dealer transactions
Scorecard recalibrated8dnext review after four more closes

Strategic Fit scorecard deterministic weights - executive approved

Phase 4Business-case validation
to
AdminOutcome record and precedents
to
Phase 1Scorecard recalibration
Strategic and Territory Fit25%suggested 24%
Fleet Quality25%suggested 23%
Cross-Sell Pull-Through20%suggested 23%
Commercial and Financial Quality20%suggested 19%
Acquirability and Integration Readiness10%suggested 11%
100% total
0.71Projected fit-to-synergy correlation at these weights. Closed deal outcomes suggest higher cross-sell and integration-readiness weighting.at current

Live ranking preview recomputed from the current sliders

01
High Plains Power & PumpTX - Temporary power and climate, Pumps and dewatering
86Pre-empt now
02
Delta Pump & DewateringLA - Pumps and dewatering, Temporary power and climate
83Pre-empt now
03
Granite Ridge Equipment RentalID - Heavy rents / earthmoving, Compact / general tool
82Pre-empt now
04
Sierra Trench & ShoringNV - Trench safety / shoring, Pumps and dewatering
80Pre-empt now
05
North Coast Climate RentalsOH - Temporary power and climate
77Build relationship
06
Tidewater Lift & AccessVA - Aerial / access
73Build relationship
07
Summit Aerial SolutionsUT - Aerial / access
73Build relationship

The ranking is arithmetic on approved weights and target pillars. Narrative support and precedent matches are separate from the score.

Recalibration history

8d ago

Cross-sell weighting raised after two power deals over-realized the board case.

0.68 to 0.71
62d ago

Fleet-age band tightened after a capex overrun surfaced in portfolio review.

0.64 to 0.68
141d ago

Initial scorecard seeded from the corporate and dealer precedent library.

n/a to 0.64