From production visibility and dealership performance to vehicle delivery and ownership experiences, we design intelligent digital layers that make existing automotive operations more connected.
Built around your existing systems. Powered by practical AI. Designed to scale.
Five connected areas. One clearer operating picture.
Flexible solutions shaped around each organization's systems, access requirements, and priorities.
Delivery & Ownership Intelligence
Give teams and customers visibility from confirmed booking through shipment, dealership arrival and handover, with proactive milestone updates and a better ownership experience.
Vehicle milestone timelines
Customer notifications and delivery readiness
Dealer handover coordination
AI Sales & Dealership Intelligence
Connect sales data and workflows to surface lead priorities, stalled opportunities, follow-up gaps and dealership performance.
Lead prioritization and follow-up signals
Sales funnel and dealer dashboards
AI-assisted summaries with human review
Manufacturing & Operations Intelligence
Provide a management visibility layer over production and operational information without replacing core manufacturing or enterprise systems.
Operational and launch-readiness dashboards
Exception and delay monitoring
Approval and escalation workflows
Enterprise Systems Integration
Bridge the gaps between existing ERP, dealer management, CRM and customer-facing platforms through permissioned APIs and reliable data flows.
SAP, DMS and CRM integration planning
Secure data exchange and audit trails
Workflow orchestration and reporting
Aftersales & Customer Experience
Support the customer journey after delivery with connected service workflows, reminders, warranty communications and retention insights.
Service scheduling and reminders
Warranty and parts status communications
Customer engagement analytics
Integration-first architecture
Enhance your stack. Don’t replace it.
Core ERP, DMS, CRM and manufacturing platforms often already hold vital business data. We focus on secure connections, usable intelligence and carefully controlled automation on top of those investments.
Integration feasibility, vendor licensing, data access and security requirements are assessed during discovery. References to SAP, DMS and CRM are platform categories—not claims of partnership or certification.
ERP / SAP
Dealer DMS
CRM
Mahir Web intelligence & integration layer
APIs · workflows · analytics · approvals · AI
Operations
Dealerships
Customers
Illustrative concept
From booking to delivery—without the guesswork.
A potential vehicle journey experience that keeps customers informed and helps dealerships coordinate each handover. Conceptual milestones are shown below; implementation depends on available data integrations.
01
Booking confirmed
Illustrative milestone
02
Production / allocation update
Illustrative milestone
03
In transit to dealership
Illustrative milestone
04
Delivery ready
Illustrative milestone
Concept only · No live customer, production or manufacturer data displayed.
Our approach
Practical transformation, not disruption.
01
Discover
Map current systems, users, data access, bottlenecks and measurable goals.
02
Connect
Design secure, permission-based integrations around existing infrastructure.
03
Deliver
Launch a focused pilot with dashboards, workflows and real user feedback.
04
Scale
Expand what works with monitoring, governance and ongoing improvement.
Security, least-privilege data access, observability and human approvals are designed into the workflow. Any AI suggestions remain subject to appropriate business controls.
Your next automotive capability can start with one critical workflow.
Tell us where your systems, people and customer experience disconnect. We'll help scope the right integration or intelligence layer.