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The Carfluence Framework

Build an Automotive Startup.
In Weeks, Not Years.

The complete blueprint — source code, architecture, Forge, team, and 20+ years of automotive expertise. You share a percentage of your company. We share everything we know.

Why It Exists

Building in Automotive
Shouldn't Take 3 Years.

The infrastructure already exists. The data pipelines are built. The integrations are live. The agent framework is battle-tested. The team has done this before.

Most automotive startups spend 18 months and $1M+ rebuilding what Carfluence already has — before writing a single line of their actual product.

The Framework skips all of that. You start at month 12 on day one.

Without the Framework
  • $1M+ budget before product market fit
  • 18+ months of infrastructure work
  • Rebuild every integration from scratch
  • No distribution when you finally launch
  • 50%+ failure rate for automotive startups
With the Framework
  • Start with working infrastructure on day 1
  • Weeks to first pilot, not months
  • Proven architecture — decisions already made
  • Launch into 1,200+ dealer network
  • Experts who've done this hundreds of times

What You Get

Everything. Not a Subset.
Everything.

Full Framework Source Code

The entire Carfluence platform codebase — infrastructure, integrations, authentication, data pipelines, and UI. Not a template. The real thing.

Forge Agentic Framework

Access to Forge — our battle-tested agentic AI framework for automotive. Pre-built agents, workflow orchestration, and MCP-ready endpoints.

Architecture Playbooks

Every architectural decision, trade-off, and lesson from 20+ years of building automotive software — documented and ready for you to use.

Data Hub Infrastructure

53+ automotive data source connectors, normalized schemas, MCP servers, and REST APIs. The data layer is already built — just add your product.

Fractional Team Access

Automotive-specific developers, fractional CTOs, UI/UX, and team leads. Our people become your people — no ramp-up, no onboarding, day-one ready.

Go-to-Market Strategy

Distribution to 1,200+ dealers, Marketplace placement, community access, and co-marketing. We open doors that take years to find on your own.

Legal & Compliance

Lawyer on staff. Data compliance frameworks, automotive API agreements, vendor contracts — legal that understands the industry.

Pilot Dealer Program

Launch with real dealers on day one. We have warm relationships across the network — your product gets real users while you're still building.

The Process

Simple. Fast. Real.

01

Apply

Tell us about your idea. What problem does it solve? Who is the customer? Where are you today? We review every application personally.

02

Align on Equity

We determine the right equity split based on scope, stage, and how much of the framework you're using. Typically we take a meaningful minority stake.

03

Get Everything

Framework access unlocks immediately. Source code, Forge, team availability, infrastructure, legal — all available from day one.

04

Build & Launch

We build alongside you or you build with our framework. Either way, we push toward launch together — with real dealers, real data, real revenue.

The Equity Model

Why Share Equity?

This isn't consulting. Consultants take your money and leave. We take equity because we only win when you win.

The infrastructure you're getting has taken years and millions of dollars to build. A fair equity stake — not a bill — is how we make that accessible to founders who are building something real.

We don't need to take a majority. We take a meaningful minority stake that keeps us aligned and motivated to help you succeed long-term.

Aligned incentives
We only make money if your company grows. That makes us a very different kind of partner.
True partnership
We show up. We have skin in the game. You get the same attention we give our own products.
Not a service relationship
This is co-founding, not freelancing. The framework is how we help founders move fast.

Who It's For

The Framework Is For
Serious Builders.

Automotive Operators

Dealers, GMs, and ops leads with a product idea — who understand the problem intimately but need the technical infrastructure to build it fast.

Technical Founders

Engineers who know what they want to build and don't want to waste 18 months on integrations that Carfluence already has wired up.

Entrepreneurs Entering Auto

Founders coming from outside automotive who want to move at startup speed without learning the industry from scratch.

Not the right fit: We don't take every application. If you're not serious about building a real company, or if we don't see a genuine path to scale in automotive, we'll be honest with you. There are other ways to work with us.

Apply Now

Have an Idea?
Let's Build It Together.

Applications are reviewed personally. We move fast. If it's a fit, you'll hear from us within a week.

Looking for developer or API partnerships? Contact us here.