M O T O R S A A S

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Motor SaaS gives automotive organizations a shared, secure foundation for launching new services, managing complex access, and integrating with existing business systems.

Service

AI Studio.

AI-powered intelligence built into the Motor SaaS platform. Generate reports through conversation, explore data with natural language, and let AI do the heavy lifting on insights your team needs — without writing a single query.

Data visualization and analytics — AI Studio
AI
Conversational
report builder
4
Visibility scopes
for report sharing
100%
Versioned & auditable
report definitions
Points
Transparent
usage governance
Capabilities

Intelligence, Not Just Analytics.

Conversational Reports

Describe the report you need in plain language. AI Studio interprets your intent, maps it to the semantic catalog, and generates the report definition — tables, charts, and all.

Semantic Data Catalog

A structured catalog of datasets, metrics, relationships, and vocabulary that helps AI understand your data model — ensuring accurate queries and meaningful results every time.

Report Versioning

Every report definition is immutably versioned with full audit trails. Track changes, compare versions, and rerun any historical report exactly as it was defined.

Preview & Validate

Deterministic preview execution lets you validate report results before publishing. See exactly what the output will look like — tables, charts, and data — before sharing with your team.

Flexible Visibility

Four sharing scopes — Private, Shared (tenant), Public (platform), and Predefined templates. Control exactly who can see, run, and export each report across your organization.

Usage Governance

Points-based billing with transparent cost tracking. Every AI interaction is metered — prompt tokens, completion tokens, and model selection — so you always know what you're using.

How It Works

From Question to Insight.

AI Studio transforms natural language questions into structured, versioned, and shareable reports.

01
Ask a Question

Describe what you want to know in plain language. AI Studio opens a conversation thread.

02
AI Maps the Data

The semantic catalog matches your question to datasets, metrics, and relationships.

03
Preview Results

Review the generated report — tables, charts, data — before committing to a final version.

04
Publish & Share

Save the report as a versioned artifact. Share it, schedule it, or export it to your team.

05
Iterate

Return to any conversation thread, refine the report, and create a new version with full history.

06
Track Usage

Monitor point consumption, token usage, and cost with real-time usage dashboards.

Semantic Data Catalog

The backbone of AI Studio's accuracy. The semantic catalog exposes your platform's data model — datasets, metrics, relationships, and vocabulary — in a format that AI models can reason about. This means AI-generated queries are grounded in your actual data structure, not hallucinated assumptions.

Dataset definitions with certification status Metric definitions with aggregation types and units Relationship mapping between datasets Semantic vocabulary with preferred terms 15-minute memory cache for performance

Points-Based Usage Model

Every AI interaction is metered through a transparent points system. Point calculations are based on token usage and model selection — with dynamic multipliers for different model tiers. Estimates are provided before execution, and charges are settled idempotently against provider response IDs.

Dynamic point calculation based on model and tokens Model tier multipliers (mini, standard, pro) Pre-execution cost estimates Real-time usage dashboard with weekly pacing Idempotent charge settlement

Publishing & Export

Generated reports can be published as shared artifacts, exported in multiple formats, and distributed to stakeholders. Published assets maintain full version history, ensuring every report can be traced back to its exact definition and data state.

Report artifact publishing and sharing Export job queuing and format rendering Published asset version history Role-based access for shared reports
Ready to Explore?

Let AI Build Your
Next Report.

AI Studio is included with every Motor SaaS deployment. See how conversational reporting can transform the way your team accesses insights.