{"api":{"name":"api.sb","description":"Business-as-Code surface for Startups.Studio","home":"https://api.sb","docs":"https://api.sb/docs","version":"1.0.0"},"$context":"https://api.sb/$context","$type":"FoundingHypothesis","$id":"https://api.sb/founding-hypotheses/fh%3Afirstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation%3At-td%3Av1","links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Afirstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation%3At-td%3Av1","canonical":"https://api.sb/founding-hypotheses/fh%3Afirstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation%3At-td%3Av1","pool":"https://api.sb/v1/founding-hypotheses"},"foundingHypothesis":{"id":"fh:firstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation:t-td:v1","lens":"AgenticWorkflow","type":"founding-hypothesis","click":{"rubricScores":{"C8_lensFit":1,"C7_magicLensFit":1,"C4_competitorHonesty":1,"C6_crossSlotCoherence":1,"C1_customerSpecificity":1,"C2_problemFrictionRealism":1,"C9_killCriteriaAttestability":1,"C3_approachEngineCoverability":1,"C5_differentiationLoservilleEscape":1},"upperRightLoserville":true},"cellRef":{"id":"work-contexts.org.ai/firstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation","stableHash":"wcc:firstline-supervisors-of-office-and-administrative-support-workers:staff-schedule-preparation:document:v1"},"problem":{"slotStatement":"Every Thursday the admin supervisor rebuilds next week's office coverage grid in Excel against a CBA whose seniority, shift-swap, and 16-hour-rest rules were quietly amended at the last union meeting, plus a PTO policy HR updated in March — so Monday's posted schedule routinely violates a rule nobody remembered had changed, triggering a grievance, a rework loop of swap-emails, and a re-post that member-services reps have to reconcile against their already-claimed shifts."},"approach":{"oneSentence":"A coverage-plan workflow that watches the co-op's CBA, PTO handbook, and on-call roster for amendments, re-validates every posted schedule against the current rule-set on each change, and escalates the specific rule-drift that would cause a grievance with a traceable record of which clause changed, when, and which shifts it invalidates."},"customer":{"icpShape":"Director of Member Services (budget-holder / PO signer) at a member-owned electric cooperative (CompanyType/company-type-member-owned-electric-cooperative) with 40-120 office and administrative support staff across billing, dispatch, and member-services desks — where the buyer is the Director of Member Services and the daily user is the first-line administrative supervisor who builds the weekly coverage schedule.","beachheadShape":"EarlyMajorityWorkflow: Midwest/Plains distribution co-ops (20k-80k meters) that run a single admin supervisor preparing weekly office schedules against an IBEW/collective-bargaining rulebook plus a storm-season on-call roster."},"archetype":"startup-archetypes.org.ai/AgenticWorkflow-Subscription","beachhead":"EarlyMajorityWorkflow: Midwest/Plains distribution co-ops (20k-80k meters) that run a single admin supervisor preparing weekly office schedules against an IBEW/collective-bargaining rulebook plus a storm-season on-call roster.","competitors":{"substitutes":[{"name":"Bookkeeper's Excel + VLOOKUP swap-grid","category":"manual-bridge"},{"name":"UKG Pro Workforce Management (formerly Kronos) scheduling module","category":"incumbent","uncopyabilityReason":"UKG's rule engine is a closed static-policy library maintained by UKG configuration consultants on 6-12 week change-order cycles; accepting a co-op's mid-week CBA amendment and re-validating last week's posted schedule against it would require rebuilding their professional-services revenue model and their single-tenant policy-library deployment mode — an integration-depth barrier they cannot cross in 6 months."},{"name":"NRECA Cooperative.com HR Policy Toolkit + Deputy scheduling","category":"incumbent","uncopyabilityReason":"Deputy is a horizontal SMB shift-scheduler with zero vertical-data-corpus for rural-electric CBAs, NRECA safety rules, or FERC/RUS on-call requirements; it has no corpus of co-op labor agreements to train rule-drift detection on, and NRECA's toolkit is a document library, not an executable policy engine — closing that vertical-data gap requires years of co-op HR document licensing."},{"name":"When I Work / Homebase","category":"AI-native horizontal","uncopyabilityReason":"Both are self-serve SaaS aimed at retail/hospitality with a credit-card deployment-mode that assumes no union contract, no FERC-regulated on-call, and no grievance-arbitration liability; adding co-op-grade CBA rule tracing would force them off their PLG motion and into the liability posture of a labor-law-adjacent vendor, which their insurance and ToS are structured to refuse."},{"name":"Status quo: phone-a-steward before posting","category":"status-quo"}]},"studioThesis":"T-TD","killThreshold":{"K":11,"M":80,"N":8,"rubricItemSet":["C1_customerSpecificity","C2_problemFrictionRealism","C3_approachEngineCoverability","C4_competitorHonesty","C5_differentiationLoservilleEscape","C6_crossSlotCoherence","C7_magicLensFit","C8_lensFit","C9_killCriteriaAttestability"],"verdictPolicy":"all-load-bearing-pass-and-overall-ge-X","loadBearingItemSet":["C1_customerSpecificity","C2_problemFrictionRealism","C3_approachEngineCoverability","C4_competitorHonesty","C5_differentiationLoservilleEscape","C6_crossSlotCoherence","C9_killCriteriaAttestability"],"verdictPolicyVerbatim":"KILL unless every load-bearing rubric item passes per workbook AND overall pass-rate ≥ 8/9 (CASCADE.md §4 Stage 9 commit threshold)."},"lifecycleState":"Active","differentiation":{"twoByTwo":{"xAxis":"Rule-change detection cadence (annual policy-library refresh ↔ continuous amendment watch with per-post re-validation)","yAxis":"Vertical fit for rural-electric co-op labor context (generic shift-scheduler ↔ CBA/FERC-on-call/NRECA-policy aware)","winningQuadrant":"Continuous amendment watch that flags the specific CBA clause + PTO-handbook edit invalidating next week's co-op office schedule before it posts","loservilleEscape":true,"loservilleQuadrant":"Generic shift-scheduler (Deputy, When I Work) with annual policy-library refresh — silently posts schedules against last quarter's rulebook, which is the documented failure mode behind every grievance the supervisor is trying to avoid"}},"unmetRequirements":[],"pricingArchitecture":"single-price"},"actions":{},"options":{},"relationships":{"runtimeUnit":"https://api.sb/v1/runtime-units?startupRef=startup%3Afh%3Afirstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation%3At-td%3Av1","brand":"https://api.sb/v1/brands?startupId=startup%3Afh%3Afirstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation%3At-td%3Av1","listing":"https://api.services/listings?foundingHypothesisRef=fh%3Afirstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation%3At-td%3Av1","cell":"https://api.sb/v1/cells/work-contexts.org.ai/firstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation","thesis":"https://api.sb/v1/theses/T-TD"},"meta":{"level":"L0","scopes":[]},"user":{"requestId":"a057bc9cb90c910d","edgeLocation":"a057bc9cb90c910d","geo":{"country":"US"},"ua":{"browser":"Claude"}},"references":{"total":0,"limit":25,"page":1,"links":{"self":"https://api.sb/v1/founding-hypotheses/fh%3Afirstline-supervisors-of-office-and-administrative-support-workers-staff-schedule-preparation%3At-td%3Av1/references"},"items":[]}}