Framework for Orchestrated Reliable Generative Engineering
FORGE is Carfluence's battle-tested agentic AI framework — purpose-built for automotive. 90% less cost than a traditional dev team. 100× the output. And as AI models improve and our automotive knowledge grows, it only gets more powerful.
You're not a software company. You shouldn't need to operate like one.
FORGE plugs directly into your Carfluence Data Hub. Your 53+ connected data sources become the live context every agent works from — inventory, CRM, DMS, leads, market data.
Pick from the FORGE agent library — pre-built and pre-trained on automotive workflows. Deploy in minutes. Customize prompts, thresholds, and triggers to match your store.
Connect agents into full end-to-end pipelines. Lead comes in → scored → routed → CRM updated → follow-up scheduled. All automatic, all logged, all under your control.
Every agent exposes an MCP endpoint. Use them from Claude, Cursor, or any AI-native tool. Or call them via REST. FORGE integrates wherever you work.
FORGE isn't a standalone tool — it's a full end-to-end coding and automation solution that layers on top of your existing stack. It already knows how automotive integrations are built, so connecting to any system takes hours, not months.
FORGE was trained on the actual patterns, schemas, and quirks of automotive integrations. DMS APIs, inventory feed formats, CRM data models, OEM data structures — it knows how all of it is connected.
That means when you connect a new source or build a new workflow, FORGE doesn't start from zero. It starts from experience.
FORGE is infrastructure-agnostic. It doesn't care what systems you already have — it connects to them. Your existing tools become smarter the moment Forge is wired in.
FORGE improves on two axes simultaneously. As foundation AI models (Claude, GPT, Gemini) get more capable, every agent in FORGE inherits that power automatically. And as Carfluence's automotive knowledge base grows — more integrations, more patterns, more solved problems — FORGE becomes more accurate, more efficient, and more useful. You don't have to do anything. It just gets better.
Pre-trained on dealership workflows, DMS structures, and automotive data schemas. No prompt engineering required — agents understand your business.
Chain agents together into full workflows. Lead routing → CRM sync → follow-up → reporting — all automated, all connected.
FORGE plugs directly into your Carfluence Data Hub. Your 53+ connected sources become the live context every agent works from.
Every agent exposes an MCP interface. Use them with Claude, Cursor, Windsurf, or any AI-native tool in your stack.
REST APIs, webhooks, or direct SDK integration. FORGE works with what you already have — no rip-and-replace.
As the industry changes, FORGE updates. New integrations, new agent templates, new patterns — you get them automatically.
FORGE runs on your connected data. The Data Hub is the foundation — connect your sources first, then deploy agents that know your actual numbers.
Get access to the FORGE framework. Deploy your first agent in days. Cut your dev costs by 90%.