Insights
Field notes from inside EV development.
Honest writing from the LAND Labs team on the unglamorous decisions that actually get EV programs to production.
End-of-line testing for low-volume EVs: what to automate first
Build an EV end-of-line test process that catches assembly faults, records the right evidence, and scales without becoming your production bottleneck.
Japan or the US: choosing where to build your first production run
A decision framework for choosing a first manufacturing region on a hardware program — cost, capability, lead time and the hybrid pattern that usually wins.
Manufacturing in Japan: what to know before committing a hardware program
Supplier relationships, quality documentation and lead times — a practical read on building production in Japan, written for teams deciding now.
What AI actually changes about hardware development — and what it doesn't
Generative design, AI simulation and code generation are reshaping hardware programs. Here's where the hours are actually saved, and where physics still wins.
Bringing hardware manufacturing back to the US: what actually pencils out
Tariffs, lead times and the shrinking gap in tooling cost — where US manufacturing genuinely wins for EV and hardware programs, and where it still doesn't.
When an OEM should outsource vehicle development — and when it shouldn't
How large manufacturers decide which programs to run in-house and which to hand to an outside development partner.
What Western development partners get wrong with Japanese OEMs
Specification depth, review cadence and quality documentation — the practical differences in running a program with a Japanese manufacturer.
Industrial design that survives contact with manufacturing
Surfacing, CMF and packaging decisions that quietly decide whether a vehicle can be built at cost.
Writing a DV/PV plan you can actually afford
How to scope design and production validation for a small EV program without either gambling or over-testing.
How to protect IP when you bring in an outside engineering team
NDAs, background vs. foreground IP, tooling ownership and data handling — the terms worth getting right before kickoff.
Thermal management decisions that shape the whole vehicle
Passive, forced-air or liquid — the choice locks pack layout, charge rate, warranty and cost all at once.
Why most new EV programs over-spec their battery packs
Range marketing is winning over engineering reality. Here's how we frame the conversation with founders.
A practical map of EU L-category homologation for small EV OEMs
L1e through L7e in plain English, and the documentation pitfalls we see programs hit again and again.
When to lock the design: a checklist for SOP-bound EV programs
The trade-offs around design freeze, tooling and validation — and the questions to ask before you commit steel.
The under-rated cost of VCU and BMS firmware on small EV programs
Software is rarely the headline, almost always the bottleneck. How we budget it.
Sourcing motors and inverters in 2026: what's actually available
A pragmatic look at the supplier landscape for small-volume two- and four-wheel EV programs.
Building an EV program team without hiring 80 people
How venture-stage OEMs can run a credible program with a small core team and the right partners.