at.Pointe Research
Research for decisions
that cannot wait
for consensus.
at.Pointe Research examines the operating, commercial and data shifts reshaping automotive and adjacent asset-heavy industries. Each piece is written to clarify what is changing, why it matters and what decision follows.
The research proposition
Written from operating experience, not market commentary. Most industry analysis describes the event. at.Pointe Research follows the operating mechanics: economics, ownership, systems and the decisions that have to move with them.
The research draws on the same questions encountered in transformation work: how economics are shifting, where operating models are breaking, how data and systems constrain execution, and which decisions organisations are postponing. It is grounded in more than 17 years of operating, commercial and transformation experience across OEM, importer and dealer-network environments in more than 30 markets.
Direct sales, agency, importer and dealer economics, future retail, aftersales and the shifts moving revenue pools across the value chain.
Operating-model transformation, data integration, governance, execution systems, platform logic and management visibility.
Electrification, industrial policy, margin compression, emerging-market transition, capital allocation and distribution restructuring.
Latest insight
Latest from at.Pointe Research.
All research
The full archive.
Open access.
Every insight published is open access. The archive spans commercial and retail models, operating systems and data architectures, and structural industry and market shifts. New research is published when there is a decision-relevant argument worth making.
Rapid dealer expansion changes the operating-model constraint
Insight · Distribution & Network Operating ModelRapid dealer expansion changes the operating-model constraintBYD's rapid German network build shows how quickly…Continue...Continue reading→
The winning interface is connected to fulfilment
Transformation Advisory & Execution · Insight The winning interface is connected to fulfilment Digital parity moves the problem behind the…Continue...Continue reading→
The vehicle is rarely the only constraint near launch
Insight · Market Entry & Launch ReadinessThe vehicle is rarely the only constraint near launchMost launch plans prove that each…Continue...Continue reading→
An automotive investment can drift before the P&L shows it
Insight · System & Governance An automotive investment can drift before the P&L shows it The investment case says where…Continue...Continue reading→
When an advantage becomes a reaction barrier.
Insight · System & Governance When an advantage becomes a reaction barrier Strategic reversibility has a cost. The useful question…Continue...Continue reading→
The product remains. The control layer moves.
Insight · Structural Industry & Market ShiftsThe product remains. The control layer moves.Automotive is showing what happens when technology changes…Continue...Continue reading→
Case Study: Building the EV Operating Model Before the Market Was Ready
Case Evidence · EV & ElectrificationBuilding the EV operating model before the market was readyHow a staged strategy, weighted network…Continue...Continue reading→
Case Study: Dealer Problems Often Start at the Importer
Case Evidence · Importer & DistributionDealer problems often start at the importerHow importer integration, governance and dealer-performance systems can remove…Continue...Continue reading→
Case Study: Direct Sales Removes the Dealer Buffer
Case Evidence · Retail & DistributionThe dealer network was a shock absorber. Direct sales removes it.What manufacturers inherit when the…Continue...Continue reading→
Dealers Keep the Workshop. OEMs Take the Annuity.
Insight · Economics & Value ChainDealers Keep the Workshop. OEMs Take the Annuity.EVs can reduce the routine service pool while…Continue...Continue reading→
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