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AiF&I

The intelligent operating system
for dealership F&I.

AiF&I plays offense inside the store. It puts one screen in front of the F&I manager instead of eight, with an AI crew working behind the desk. The system advises. The professional decides.

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01The problem

The F&I office runs on fragments.

A typical F&I manager works across a stack of disconnected tools layered on top of the dealership's systems of record: the DMS, the credit networks, the menu system, the product providers, and the compliance checklist. Every handoff between them costs time, and every gap between them creates risk.

AiF&I integrates with the rails the store already runs on, including DMS platforms such as CDK Global, Reynolds & Reynolds, and Tekion, and credit networks such as Dealertrack and RouteOne. It replaces the fragmented workflow layer that sits on top of those rails, not the rails themselves. The result is one canvas for the whole deal.

AiF&I dashboard: deal queue, PVR trend, compliance status, and the Deal Architect agent working a live deal.
02The AI crew

Five agents. One intelligence layer.
One professional in charge.

Each agent handles a specific job the F&I manager does today, and surfaces its work with its reasoning attached. Nothing is a black box, because a recommendation the professional cannot explain to a customer is not a recommendation worth shipping.

AGENT

Deal Architect

Structures the deal in real time: terms, products, and payment options matched to the customer and the lender programs actually available.

AGENT

Compliance Guardian

Enforces disclosure and documentation rules inside the workflow, surfacing only when the deal is about to drift, or to confirm it did not.

AGENT

Rate Aggregator

Pulls live rates and program terms across lenders so every number the manager quotes is the real number the customer will sign for.

AGENT

Performance Coach

Reviews completed deals and shows each manager where they left money or time on the table, with the evidence to back it up.

AGENT · CUSTOMER-FACING

Customer Avatar

The one agent that faces the customer directly, through an adaptive presentation layer that adjusts language, pace, and depth of explanation to the person in front of it. A kiosk presents the same way to everyone. This does not. The manager launches and supervises every session, which makes the human at the helm structural rather than asserted.

Dealer Brain is the intelligence layer behind all five agents. It learns from every deal the platform touches, so the guidance gets sharper with each store that comes online. That data flywheel, seeded through operator relationships and locked in through workflow depth, is the durable advantage the product is built around.
03What it is worth

The room upstairs earns real money.

$2,534
F&I gross per vehicle retailed
Publicly traded U.S. dealer groups. Source: Haig Partners, Q3 2025. The broader industry average runs $1,700 to $1,900.
6–8 wks
To an operational pilot
Six to eight weeks to operational pilot, phased integration thereafter.
Week 12
Initial productivity gains
Where measurable per-manager productivity improvements are expected to show up in the pilot plan.
Where it stands

Design partner program forming now.

AiF&I is moving from build to pilot. The design partner program is launching with confirmed dealer commitments through The Dealer's Concierge network, and the compliance layer is built directly on that integration.

  • Design partner program launching with confirmed dealer commitments through The Dealer's Concierge network
  • Engineering is led in house by a partner of the firm with deep enterprise AI and SaaS experience
  • Gated white paper, ROI calculator, and regulatory brief available on the product site
Go deeper

The product site has the full tour.

Platform walkthrough, the white paper on why F&I is broken, an ROI calculator you can run on your own store's numbers, and the 2026 regulatory brief.

Tour the platform Run the ROI calculator Get the white paper