01-projects/phdata

kwik trip walk in card

2026-07-11·brief

Kwik Trip — walk-in card (Mon 2026-07-13)

Layers on [[2026-07-13-kwik-trip-meeting-prep]] (company snapshot, logistics, base questions) and [[2026-07-11-kwik-trip-jobs-tech-signal-read]] (hiring corpus, full 7-probe list). Source: Build Manifest 2026-07-11T111042 + contracts 2/4, cellar/assessments/kwik-trip/.

Posture

This is a pre-discovery candidate portfolio (Contract-4 landed 2026-07-11, meta-council ratified, founder C1-approved): every claim rests on public data plus our own 07-10/11 corpus — zero client-internal artifacts. Platform target is frozen bespoke, honestly: Databricks verified in production (DAIS 2024), the Snowflake-migration signal is a single uncorroborated LinkedIn source, and all six structured bespoke constraint fields are to_be_captured_at_discovery. Contract-2's verdict is proceed_with_named_constraints — readiness to discover, not to build. Monday is for capturing those six fields, testing the capacity model, and confirming which candidates they already cover — walk in holding hypotheses, not pitching builds.

Portfolio — 12 candidates (EA = evidence-anchored · GA = general-applicability, founder-directed breadth, tier-labeled not inflated)

# Candidate Tier Why (one line)
Must
KT-01 SAP S/4HANA → lakehouse reconciliation EA The multiplier thread: every downstream use (incl. KT-03's forecast) inherits this pipeline's reliability; rank-1 corpus signal.
KT-03 Store-scale demand-forecast expansion EA Extends their verified in-production hourly app — strongest substrate we hold; ROM 1–3% waste/stockout, percentage only.
KT-02 Eagle Eye loyalty reverse data flow EA Integration-unlock: no member-linked analytics on 5.25M Kwik Rewards members until loyalty outcomes land in the lakehouse; value deliberately unquantified.
KT-05 Governance & access posture EA Fronts the access-grant/vendor-diligence gate every other thread routes through, under their live security push (4 of 9 IT reqs).
Should
KT-04 Data-team capacity relief (self-serve) EA Demoted must→should at C4: value case void under 2 of 3 capacity-model readings (CR-KT-5); promotion path recorded.
KT-07 Fresh-food waste/shrink reduction GA Highest-signal general item (forecasting-app adjacency); ROM 10–20% waste cut accruing at both production and store ordering.
KT-09 DC + fleet optimization GA ROM 3–7% distribution cost on the self-operated network; already-covered check runs first (TMS is standard at this fleet size).
Could
KT-06 Store labor scheduling GA ROM 1–3% labor across ~36–38k coworkers; predictive-scheduling statutes unreviewed; below-threshold confidence the gap exists.
KT-10 Fuel price optimization GA Cents-per-gallon framing, no margin baseline; commonly vendor-covered — honest default is extend/validate, not greenfield.
KT-08 Promo effectiveness (own-brand) GA ROM 1–2% margin lift on promoted categories; hard-sequenced behind KT-02 landing.
KT-12 Predictive maintenance GA Only fuel-pump telemetry is verified substrate; everything else is pattern-level.
KT-11 Site-selection analytics GA Loss-avoidance vs the $151M expansion anchor; two stacked gates (bespoke capture + external-data licensing) — sequences last.

Top 5 discovery probes (ranked; deduped vs the tech-signal read's 7)

  1. The six bespoke constraint fields (decomposition unit, native artifacts, forbidden patterns, validation hooks, deployment, observability) — Monday's hard deliverable; uncaptured = whole portfolio stays hypothesis and any SOW conversation waits (kill criterion #1).
  2. SAP → lakehouse transport (CDC / batch / vendor tool?) — extends signal-read probe 1; a third-party tool already reconciling = KT-01 descope/kill, and get the Snowflake signal corroborated or retired in writing (CR-KT-4).
  3. Capacity model of the 12-person Data Services team — extends probe 2; the answer arbitrates KT-04's demotion (capacity-capped promotes it back; off-portal hiring or flat demand voids it).
  4. Eagle Eye contract terms on data export — extends probe 4; an export bar blocks KT-02 and KT-08 falls with it (hard precondition).
  5. Existing-capability sweep for the general tier (G-KT-7: WFM, TMS, fuel-pricing, promo measurement, predictive maintenance, site analytics) — each positive finding re-scopes that item to extend/validate or retires it with recorded evidence.

Cautions