Lumion

Multi-tenant career-school student-lifecycle panel with an embedded tuition-credit layer: for every student at 65+ CDL and trucking schools (400+ career schools platform-wide) a single record joining inquiry and lead provenance across web, SMS and social including AI-agent response logs, enrolment and motor-record pulls, physical-exam and clearance events, range/behind-the-wheel and instructor hours down to VIN-level training validation, federal training-registry uploads, attendance and grades, exam pass rates, federal-labour-bureau placement and wage outcomes, and the complete in-house financed payment history with collections and servicing — the rare panel that pairs training input data with realised post-graduation earnings

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Coverage

Universe, instruments and categories.

Industry: Education ServicesTrucking
Instruments: equities
Categories: Alternative

Dataset card

Type: not stated
Format: Multimodal — structured tabular records in a white-labelled multi-tenant platform with full execution logging and audit-ready exports, plus generated compliance documents, AI conversation logs across form/SMS/messaging channels, and payment and servicing records
Volume: 65+ CDL schools and 400+ career schools of longitudinal student records, each spanning inquiry, AI-conversation, enrolment, motor-record, clearance, per-hour VIN-validated training events, registry submissions, attendance, grades, exam results, placement and wage outcome, plus complete financed-payment event histories — realistically millions of structured event rows platform-wide, with the CDL slice a substantial subset
Users: 400+ career schools platform-wide and 65+ CDL and trucking schools on this vertical (both published by the vendor); student records are not counted publicly, though a platform serving hundreds of schools implies a student population in the tens of thousands
History: 6 years
Update frequency: not stated
Growth: Active — funded (roughly $20.8M across three rounds, most recently a payments round led by a specialist education lender), rebranded from its prior corporate name to consolidate the platform, expanding vertically from payments into CDL-specific operations, and publicly naming a growing school customer base
Launched: ~2019-2020 for the company (founder's tenure recorded from late 2019, company founding year given as 2020); the CDL and trucking vertical profiled here is materially newer, launched after the payments and enrolment core as part of the expansion into trade-school operations
Delivery: not stated
Entity mapping: not stated
Sample: not stated
Point-in-time: not stated
Licence: not stated

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