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.
Data governance should follow decision ownership
Transformation Advisory & Execution · Viewpoint Data governance should follow decision ownership Start from the decision: define the information requirement,…Continue...Continue reading→
In Market Entry, Asset-Light Is Not the Same as Reversible
Transformation Advisory & Execution · Viewpoint In market entry, asset-light is not the same as reversible Release each commitment against…Continue...Continue reading→
EV service capability
Transformation Advisory & Execution · Viewpoint The next EV service bottleneck is exception capability, not training volume When a repair…Continue...Continue reading→
Pricing Architecture Is a Management System, Not a Price List
Transformation Advisory & Execution · Viewpoint Pricing architecture is a management system, not a price list The price list is…Continue...Continue reading→
Warehousing and inventory transformation for an importer
Data, Integration & Execution Systems · Case Profile Warehousing and inventory transformation for an importer Rapid growth had increased stock,…Continue...Continue reading→
inventory-problems-usually-start-before-the-warehouse
Operating Systems & Data Architectures · Insight Inventory problems usually start before the warehouse Excess inventory is usually treated as…Continue...Continue reading→
When the vehicle moves faster than the system around it
Transformation Advisory & Execution · Structural Insight When the vehicle moves faster than the system around it How pricing, residual…Continue...Continue reading→
Regional autonomy does not remove regional management
Transformation Advisory & Execution · Field Insight Regional autonomy does not remove regional management What repeated first-hand regional market-management responsibility…Continue...Continue reading→
Choosing an importer is operating-model design, not procurement.
Transformation Advisory & Execution · Viewpoint Choosing an importer is operating-model design, not procurement The partner may be external. The…Continue...Continue reading→
Xiaomi did not enter automotive with only a vehicle
Insight · New Entrants & Capability TransferXiaomi did not enter automotive with only a vehicleXiaomi entered automotive with an installed…Continue...Continue reading→
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