Business Model Canvas: Freight Emission Scaling Calculator
A B2B planning tool that helps road authorities, infrastructure investors, and logistics consortia decide which freight corridors to electrify with eHighway segments under budget constraints, using a bi-level multi-objective network design model that anticipates how fleets reroute in response. It scales each candidate corridor's net greenhouse gas reduction using hourly marginal grid CO2 emission factors — estimable with a fast statistical method benchmarked on the German electricity market — rather than average grid intensity. This positions it as a strategic infrastructure-investment instrument, distinct from per-route savings calculators for day-to-day fleet operations.
The Business Model Canvas reveals that the venture's success depends on bridging the gap between high-level regulatory mandates and operational route planning. It highlights a critical dependency on public infrastructure data and a value proposition centered on optimizing the trade-off between infrastructure cost and GHG reduction.
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The idea has clearly defined B2B customers (DHL, DB Schenker) and a specific value proposition centered on cost-benefit analysis for fleet managers. · Generated 2026-08-06 by cavi/gemma4-31b-it-awq-4bit-32kAI-generated