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    AI Playbook

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    Auto Agentic - Automotive Intelligence
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    Pick the problem that is costing you the most.

    Our launch workflows map to the departments that bleed the most for most dealers. Pick one of the four to see how it works, or propose a Custom Workflow scoped to your specific pain. Every workflow runs on the same Intelligence Foundation, and your second workflow costs less to build when it shares systems already connected by the first.

    Workflow: a daily tool your team uses. Built on top of your Knowledge Hub and run by a small group of agents. Intelligence Foundation: the shared set of connected systems, data, and agents that every workflow you run draws from. Built one workflow at a time.

    Choose your entry point.

    How it gets easier over time.

    Four effects. Each one strengthens the next. Together they produce a competitive position that cannot be bought — only built, one workflow at a time.

    01

    One store today. Every store faster tomorrow.

    Once we set up the first store, most of the work to connect your systems — CRM, DMS, phone, service scheduler — is done. The next store goes live faster. The third faster still.

    02

    Wire once. Reuse on every workflow after.

    When a workflow connects a system to your operation, the next workflow uses the same connection. You do not rebuild the plumbing every time. Second workflow costs less than the first. Tenth workflow costs a fraction of the second.

    03

    See what no single store can.

    The same issue happening quietly at four stores becomes loud at the group level. Patterns that nobody can see from inside one rooftop become visible across your whole operation.

    04

    Starting later puts you further behind.

    A competitor who signs two years from now starts with zero setup, zero pattern history, and zero group-level view. Capital cannot compress the time it takes to build that.

    Store 1

    6 new

    Store 2

    3 new · 3 reused

    Store 3

    1 new · 5 reused

    First store does most of the setup. Every store after uses what is already connected.

    What powers the workflows.

    Seven agent categories, working together. Not a catalog of 100+ individual tools.

    Analytics & Research Agents

    Data analysis, competitive research, market intelligence, quantitative reasoning.

    • · Pascal — Quantitative Research Analyst
    • · Sage — Qualitative Research Expert
    • · Zoe — Data Analyst & Visualizer
    • · Reid — Competitor Analyst

    Operations Agents

    Workflow orchestration, task automation, business systems, long-context synthesis.

    • · Magnus — Business Systems Analyst / SOP Expert
    • · Alyssa — Project Manager
    • · Gemma — Long Context Synthesis
    • · Savi — Article Summarizer

    Sales Agents

    Lead handling, objection coaching, deal structuring, follow-up cadence.

    • · Susan — Sales Manager
    • · Declan — Sales Coach
    • · Dana — Leads Profiler
    • · Ami — Persuasion Expert

    Service Agents

    Advisor coaching, performance management, employee relations, operations.

    • · Percy — Performance Management Specialist
    • · Eliza — Employee Relations Specialist
    • · Ryan — HR Administration & Operations Specialist
    • · Quincy — Quarterly Business Review (QBR) Analyst

    Content & Creative Agents

    Copywriting, messaging strategy, brand voice, email and web content.

    • · Lexi — Content Writer
    • · Avery — Brand Voice Style Guide Creator
    • · Maxwell — Email Writer
    • · Jinna — SEO Optimized Web Page

    HR & Training Agents

    Onboarding, leadership coaching, learning & development, recruitment.

    • · Grace — Organizational Development, Learning and Training Specialist
    • · Ava — Leadership Coach
    • · Morgan — Recruitment Expert
    • · Anna — HR Analytics and Data Management Specialist

    Finance & Strategy Agents

    Budget analysis, measurement, business planning, industry landscape.

    • · Betty — Budget Analyst
    • · Kellie — Measurement Analyst
    • · Samantha — Business Plan Strategist
    • · Fico — Industry Landscape Analyst

    Each workflow is powered by three to five of these agents working together. The specific agents that power each workflow are named on the workflow's detail page.

    Browse the full agent library

    22.75M

    records analyzed

    300

    dealerships represented

    SOC 2

    Type II certified

    Not sure which workflow fits?

    Book a 30-60 minute discovery call. We'll map your operation against our workflow set, tell you where the biggest leak is, and recommend the one to pilot first.