🚗 Industry · Automotive

Automotive BI
& Dealer Analytics

Sales, inventory and operations intelligence for automotive manufacturers and dealer networks — built by someone who did this work inside Honda and General Motors.

30%
Manual Effort Cut
Real-Time
Sales Visibility
50%
Faster Reporting
Honda / GM
Direct Experience
⚠️

The Challenge

Regional sales data arrives in weekly spreadsheets. Dealer performance is compared on numbers assembled by hand. Inventory ageing is discovered too late to act on, and nobody can see daily unit performance without someone building a report first.

🔧

Our Approach

We migrate legacy Excel and Access reporting onto Power BI with automated data feeds from your DMS, ERP and sales systems, then build the executive and regional views that leadership actually opens each morning.

What You Get

Daily unit performance visible to general managers without waiting on analysts. Dealer and regional comparison on consistent definitions. Inventory ageing surfaced while there is still time to move the vehicle.

Built for
Automotive

Sales Command Centre

Executive view of units, revenue and margin by region, model and channel, refreshed through the day.

Dealer Performance Scorecards

Consistent ranking across the network on metrics everyone agrees on, with drill-down to individual sites.

Inventory & Ageing Analytics

Days-on-lot by model and trim, flagging stock before it becomes a discount problem.

Aftersales & Service Analytics

Workshop throughput, parts consumption and service revenue in one operational view.

Forecast & Allocation Support

Demand signals by region feeding allocation decisions with evidence rather than instinct.

Legacy Report Migration

Excel and Access reporting rebuilt on governed, automated Power BI models.

Measured Outcomes
From Real Engagements

30%
Reduction in manual reporting effort through automation
50%
Faster report generation — from days to minutes
14%
Improvement in forecast accuracy via SKU-level analysis
28%
Downtime reduction through improved workflow visibility

See It
In Practice

Technologies
We Use

Power BIDAXPythonSeleniumSQL ServerAzure Data FactoryPandasPower BI Embedded

Why Automotive Analytics
Is Different

Automotive reporting has a structural problem: the data that matters most is spread across a DMS, an ERP, a CRM and a manufacturer portal, and none of them were designed to be read together. The result is that regional managers get a weekly spreadsheet assembled by someone who has become, without anybody deciding it, the most important person in the reporting chain.

The second issue is latency versus decision speed. Vehicle inventory ages daily and margin erodes with it, but if ageing is reviewed monthly the decision window has already closed. Reporting cadence has to match the rate at which the underlying thing actually changes, which for inventory and daily units is not monthly.

Having done this work inside both Honda and General Motors, the pattern is familiar: the analytical problem is rarely sophisticated, but the integration is genuinely hard and the definitions are contested. Solve those two and the dashboards are straightforward.

A Clear Process.
No Surprises.

Week 1
Landscape Mapping
We document your DMS, ERP, CRM and manufacturer feeds, and agree how units, margin and ageing will be defined across the network.
Week 2-3
Automated Feeds
Manual extracts replaced with scheduled, monitored pipelines so the numbers arrive without anyone assembling them.
Week 4-5
Command Centre Build
Executive, regional and dealer-level views built in Power BI, validated against the reports they replace.
Week 6
Rollout & Training
Network rollout, documentation and training so the model is owned internally.

Automotive Questions
We Get Asked

In most cases yes. We have worked with database-level access, scheduled exports and REST APIs depending on what the vendor exposes. Where a DMS is genuinely closed, we build around its export mechanism rather than fighting it.

Once the pipeline is in place, dealer-level views typically refresh several times a day. We have delivered environments where regional managers see daily unit performance for the first time, which changes the conversation in weekly meetings considerably.

No. Manufacturer portals remain the system of record for warranty and incentive data. We integrate that data into a view that also contains your own sales, inventory and service numbers, which the portal cannot do.

Yes, and it is standard in our builds. Row-level security in Power BI lets one model serve the whole network while each dealer sees only their own performance alongside anonymised benchmarks.

Still assembling dealer reports by hand?

Book a free 30-minute call. We will show you what a real-time sales and operations view looks like for your network.

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