AI Decision Intelligence · Automotive & Hospitality

Your data tells you
what happened.
We tell you what to do.

Decision-Layer AI sits above your existing tools and gives your GM a real-time decision engine — lead scoring, staff assignment, and follow-up strategy in under 5 seconds.

Speed is solved. Judgment is missing. That's the gap we fill.

Your existing stack
tracks. It doesn't decide.

CRMs, PMSs, and AI BDC tools are built for speed and storage. None of them tell your GM which opportunity deserves which response — right now.

01

Signal Noise

Hundreds of leads and inquiries monthly. Only a fraction are real opportunities. Without scoring, your best people chase the wrong ones.

02

Wrong Assignments

Round-robin assignment ignores who actually closes which buyer. Mismatched staff cost you deals and gross every day.

03

No Follow-Up Intelligence

Existing tools stop at the conversation. No system flags over-contact, bad timing, or when a follow-up becomes a liability.

04

Reactive Management

GMs make decisions based on gut and end-of-day reports. By then, the opportunity has already moved on.

"Decision-Layer AI doesn't replace your stack. It tells you what to do with what your stack already knows."

One engine.
Two industries.

The same AI decision architecture runs across automotive and hospitality — because the problem is structurally identical in both.

Built for the GM
who runs the floor.

Decision-Layer AI analyzes inbound leads and returns a structured decision package — buyer score, rep assignment, and follow-up strategy — before your rep picks up the phone.


Plugs above: VinSolutions · DealerSocket · CDK · Reynolds & Reynolds

SAMPLE OUTPUT — LEAD ANALYSIS
buyer_score 8/10 — Hot Lead
urgency HIGH — lease ends in 3 weeks
rep_assignment Senior truck specialist
follow_up Call within 2 hours. Lead with trade-in value.
avoid Do NOT send generic pricing email.
confidence 0.87
01

Buyer Seriousness Scoring

Separate "just looking" from "ready to buy" — score every lead 1–10 so your best reps focus on the right people.

02

Rep-Buyer Fit Intelligence

Match leads to reps based on your history — who closes credit-challenged buyers, who protects gross on high-value deals.

03

Follow-Up Quality Guardrails

Flag over-texting, copy-paste scripts, and bad timing before they hurt your show rate and CSI score.

Built for the GM
who runs the property.

Decision-Layer AI analyzes guest inquiries and returns a complete decision package — booking score, staff assignment, response strategy, and upsell timing — before your team replies.


Plugs above: Opera Cloud · Cloudbeds · Mews · Revinate

SAMPLE OUTPUT — INQUIRY ANALYSIS
booking_score 9/10 — High Intent
urgency HIGH — corporate event, 6 weeks out
staff_assignment Senior group sales coordinator
follow_up Call within 2 hours. Lead with flex cancellation.
upsell Catering package + AV bundle
risk Previously at Westin — match or beat offer.
01

Guest Intent Scoring

Separate casual browsers from high-intent bookings — score every inquiry so your team focuses on the highest-value opportunities first.

02

Staff-Guest Fit Intelligence

Match inquiries to the right team member based on history — who closes group events, who converts VIP repeat guests.

03

Follow-Up & Upsell Strategy

AI-generated talking points, upsell timing, and risk flags — before the guest slips to a competitor OTA.

Up and running
in under a day.

No CRM replacement. No IT project. No ramp period. Decision-Layer AI reads your existing data and starts delivering intelligence immediately.

01

You bring your data

Enter any lead or inquiry into the platform — name, source, inquiry details, budget, history. No integration required to start.

02

The engine analyzes

Three AI agents — Sales, Operations, and Executive — analyze the opportunity simultaneously and return a structured scorecard in under 5 seconds.

03

Your GM decides better

Score, assignment, follow-up strategy, risk flags — everything needed to make the right call, right now. Every analysis is logged for pattern review.

How the intelligence works.

Three agents. One input. A 360-degree decision — in under 5 seconds.

Decision-Layer AI — Three Agent Intelligence Engine

See it in action.

A 7-minute walkthrough of how Decision-Layer AI works — the engine, the output, and why it's built for the GM who runs the floor.

30-Day Free Pilot

No commitment.
Real data. Real results.

Run your actual leads and inquiries through the system for 30 days. We track every analysis, build your history, and show you the patterns in your own data. If it doesn't change how you operate, you owe us nothing.

Contact Daniel Tadese — AI Strategy for Dealerships & Hotels
Request Your 30-Day Pilot

No IT department required. No CRM replacement. No risk.