N4
N4Cluster
N4Logic — AI Growth Autopilot

Set it once. Grow automatically. Stay in control.

N4Logic is N4Cluster's AI layer. It handles the heavy operational work — setup, demand monitoring, campaign activation, and risk protection — so you focus on running your restaurant, not managing software.

01Onboarding

We build it. You review it.

The single biggest reason restaurants delay going digital is setup friction. N4Logic eliminates it. The moment you connect your POS, Autopilot pulls your catalog, structures it intelligently, flags gaps, and builds your ordering site — ready for your review.

  • Auto-imports menu from POS — items, categories, pricing, descriptions
  • AI structures catalog: suggests categories, flags missing descriptions
  • Identifies low-quality or missing images
  • Auto-configures delivery radius based on neighborhood density
  • Prepares full ordering site preview before any merchant approval
  • Nothing goes live without your final sign-off
Onboarding progress
POS connected
Menu imported (84 items)
Catalog structured by AI
Missing descriptions flagged (3)
Preview site built
Awaiting merchant reviewYour review needed
We built it. Now it's your call.
Review your ordering site preview and approve to go live. Nothing publishes without your sign-off.
02Demand optimization

Insight without interference.

After launch, N4Logic continuously monitors how your restaurant is performing in the neighborhood — what's driving orders, when demand peaks, which items are getting attention, and where you're losing customers. It surfaces signals. You act on them.

  • Monitors neighborhood order density and your share of it
  • Detects peak demand windows and suggests prep time adjustments
  • Identifies repeat customer behavior and churn risk early
  • Recommends inventory alerts for high-demand items
  • Flags high-margin items worth promoting
  • Surfaces campaign timing based on real order pattern analysis
This week's demand signals
Fri 6–8pm orders+34% above avg
Repeat rate (30d)38%
Churn risk: 67 customersLast order 18+ days ago
Top margin itemTruffle Fries · $11.50
Suggestion: Re-engage the 67
Send a "We miss you" campaign to customers inactive 18+ days. Est. 22 reorders based on historical pattern.
03Marketing activation

Neighborhood growth, automated.

N4Logic can run local re-engagement and promotional campaigns on your behalf — but only within guardrails you control. Every campaign type has a clear opt-in. You can override, pause, or disable any automation at any time. The system works for you, not around you.

  • Triggers neighborhood campaigns automatically with clear opt-in controls
  • Sends re-engagement messages to inactive customers
  • Suggests loyalty boosts during slow hours
  • Optimizes delivery zones based on demand cluster data
  • Identifies high-performing items for Neighborhood Hub spotlight
  • All campaigns visible and modifiable in your merchant dashboard
Active automations
Friday promo blastRunning
Sent to 142 lapsed customers · 28 opens so far
Slow Tuesday re-engagementScheduled
Tuesday 3pm · Targeting customers who haven't ordered in 14d
Truffle Fries spotlightPending review
Ready to add to Neighborhood Hub featured slot. Approve?
All automations can be paused or overridden anytime.
04Risk protection

Protection runs in the background.

N4Logic also watches for problems before they become crises. Abnormal refund patterns, SLA degradation, integration instability, chargeback risk — the system flags all of it proactively so you can address issues before customers notice.

  • Flags abnormal refund or chargeback patterns early
  • Detects SLA degradation before it compounds into customer complaints
  • Monitors POS integration stability — alerts on sync failures
  • Tracks ETA accuracy and surfaces trend data
  • Identifies fraud risk patterns in ordering behavior
  • Operational exception reports available in your merchant dashboard
Risk & operations alerts
Refund anomaly
3 refund requests from same address in 48h. Fraud scoring flagged.
SLA degradation
Avg delivery time up 4 min vs last week on Saturday. Driver assignment lag suspected.
Integration notice
POS menu sync delayed 18 min. Resolved. No customer impact.
N4Logic monitors in the background so you don't have to.
The guardrails

AI Growth Autopilot will never do these six things.

These are hard limits, not aspirational principles. They're how we prevent the system from drifting toward marketplace behavior.

AI never changes your pricing

No automatic price adjustments. Pricing is yours. Always.

AI never forces discount participation

Promotions are opt-in. N4Logic will suggest — never require.

AI never changes ranking logic silently

Any change to how your restaurant appears in the Hub is visible and documented.

AI never overrides your prep time settings

Suggestions only. You control how long your kitchen needs.

AI never suppresses your visibility

No black-box algorithm with hidden factors affecting your discovery ranking.

AI never replaces your judgment

Every automation is reversible. Merchant override is always available.

See what AI Growth Autopilot can do for your restaurant

Request a demo and we'll walk through how N4Logic would work for your specific menu, volume, and neighborhood.