We build the connective tissue between vehicle, dealer, customer and OEM — unifying telemetry, software updates, service and commerce into one continuous experience.
01 — Thesis
Customers no longer judge a vehicle on its first delivery. They judge it on every OTA release, every dealer interaction, every service event. The lifetime relationship is the product.
We design and ship that lifetime layer — vehicle-to-cloud telemetry, OTA, connected services and intelligent dealer + service operations — with regulatory compliance in every region you sell in.
We start every engagement by being precise about the failure modes you are operating around — because that is what your roadmap is really about.
ECU, IVI, telematics and ADAS data streams disconnected from cloud platforms.
Software-defined vehicle releases need eval, rollback and dealer / customer comms loops.
Dealer, finance, service and OEM data unlinked at the customer.
Service experiences vary wildly across dealer networks and regions.
UN R155 / R156, GDPR, DPDP and regional safety frameworks layered together.
EV transition, supplier shocks and software costs compress traditional margin pools.
How we run an automotive engagement — from connected vehicles to lifetime customer operations — as a fan of focused dossiers.
MISSION PHASE
Deploy fleet intelligence, predictive service agents, OTA copilots, warranty automation and customer support AI across connected mobility workflows.
MISSION PHASE
Build connected vehicle platforms, dealer portals, service apps, customer dashboards and OEM cloud experiences for software-defined mobility.
MISSION PHASE
Establish compliance-ready systems for OTA releases, vehicle cybersecurity, data privacy, regional safety frameworks and audit-grade software delivery.
MISSION PHASE
Launch Shopify experiences for parts, accessories, service packages, dealer-led commerce and mobility brands with connected customer journeys.
MISSION PHASE
Unify telemetry, dealer, service, customer, finance and vehicle data into AI-powered dashboards, prediction models and decision systems.
A vehicle-to-cloud reference architecture for software-defined mobility — telemetry, OTA, service and commerce, in one fabric.
ECU, IVI, ADAS, telematics
Vehicle gateway, 5G, V2X
OTA, service, parts, finance
DMS, ERP, CRM, supplier
Vehicle 360 fabric, lineage
Predictive ops, copilots, agents
Yield, LTV, dealer performance
Six categories of automotive intelligence systems, shipped into production — connecting vehicles, dealers, customers, service workflows and AI.
Multilingual copilots that help customers, dealers and service teams manage vehicle queries, service updates, warranty support and ownership workflows.
Connect vehicle inventory, sales, CRM, service, spare parts, finance, logistics, and analytics into one intelligent automotive management system.
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We commit to a small, opinionated stack per industry — with the right escape hatches when your enterprise demands them. Below is the working ecosystem for this practice.
A senior partner replies within 24 hours with a tangible plan, validated against your protocols, payers and regulators.
