Reservations no-showing at 18-24% on Friday and Saturday nights. Inventory waste running 4-8% of food cost because nobody's tracking the 86 list against tomorrow's prep. DoorDash, UberEats, GrubHub, and the in-house online order channel each charging 18-30% commission while the kitchen stares at the ticket printers. Staff schedules that break every Friday because the GM forgot CA SB 1334 advance-notice requirements and just paid four hours of penalty premium. Customer reviews arriving three days after the bad meal. ADA accessible-website complaints, ABC liquor-license audits, and predictive-scheduling-law penalties that compound. LouDNAi deploys nine named agents — purpose-built for QSR, fast-casual, casual dining, fine dining, and multi-unit franchise — that close the gap in 21 days.
Quick-service running a 90-second drive-thru. Fast-casual operating at a $14 average ticket. Casual dining with reservations, server stations, and a bar. Fine dining with prix-fixe menus, tasting orchestration, and wine programs. Multi-unit franchise operators running 5-50 stores under brand standards. Each shape has different POS, different staffing math, different compliance — same nine-agent fleet adapts.
Five recurring pain points across every restaurant we have mapped. Each one has a citation, a verbatim operator quote, an annualized dollar figure, and the named agent that closes the gap. Restaurant economics live or die on cover count and food cost — every other line item amplifies one of those two.
Friday night books at 110%. Saturday night books at 115%. By 8pm you have empty four-tops because the no-show rate ran 22% and your over-book buffer wasn't tight enough. Meanwhile DoorDash, UberEats, GrubHub, and the in-house online ordering each have their own ticket flow into the kitchen, four printers chirping, the expo line losing track of which order goes where. Lost cover revenue plus marketplace-commission churn equals the single biggest line-item bleed at most full-service operators.
The sous chef preps for 220 covers based on Tuesday's gut feel. Tuesday ends up at 145 covers. Sixty pounds of fish hits the walk-in for tomorrow, when tomorrow is going to be 90 covers because of weather. Every unit walks the 86 list nightly but nobody's connecting the 86 list to tomorrow's prep, par levels, vendor orders, and waste log. Industry data: 4-8% food-cost waste is normal at independents, 1-3% is what tight operators run.
California (SB 1334), Oregon (Fair Workweek), New York City (Fair Workweek Law), Seattle, Chicago, San Francisco, Philadelphia, Emeryville, Berkeley — predictive-scheduling laws require advance posting (typically 7-14 days), penalty premiums for changes inside the window, and right-of-refusal for added shifts. Independent operators rip up the schedule on Friday and pay four hours of penalty premium per affected shift without realizing it. Multi-state operators compound the problem.
The guest had a cold soup. The server was apologetic but didn't comp anything. The guest paid, didn't say anything to the manager-on-duty, and posted a 2-star Google review on Tuesday. The owner saw it Wednesday afternoon. The chance to recover that relationship — and a public review — closed Tuesday morning. Industry data: a recovered service failure increases repeat-visit rate by 12-22 percentage points.
The repeat customer ate at your place every other Tuesday for two years. They haven't been back in 14 weeks. Nobody noticed. Nobody texted. Nobody offered the loyalty perk that would have brought them back. Multi-unit operators have customer-loyalty programs that nobody activates because nobody is sequencing. Independents have a POS that knows the customer's last visit but doesn't trigger a touch.
Each agent has a name, an owner, a measurable outcome, and a HITL gate where compliance-sensitive or money-moving work needs human sign-off. ADA, state ABC liquor licensing, state health-department food-service rules, and predictive-scheduling laws are wrapped around the whole fleet — Guardian holds the regulatory posture, Compass routes inbound, Helix Memory keeps customer and staff context safe.
The flagship for any restaurant. Owns the reservation no-show problem (confirmation cadence, deposit hold, reseat-the-table-fast). Unifies online order channels (DoorDash, UberEats, GrubHub, in-house) into one kitchen ticket flow. Drives traffic toward the lowest-commission channels. Optimizes over-book buffer based on seasonal no-show pattern.
Watches the 86 list nightly. Connects to tomorrow's reservation forecast, weather, and seasonal demand pattern. Recommends prep-down on the inventory that's piling up. Tracks waste log against forecast accuracy. Alerts the chef before Tuesday's over-prep becomes Wednesday's dumpster. Integrates with most POS — Toast, Square, Resy POS, Aloha.
Builds and posts schedules within the legally-required advance-notice window for every jurisdiction. Calculates penalty-premium exposure on every proposed change. Maintains right-of-refusal documentation. Tracks tip-pooling rules and FLSA tipped-credit math. Multi-state aware for franchise operators.
Pulses the guest mid-meal or post-payment via SMS. Surfaces the cold soup before the guest leaves. Routes the issue to the manager-on-duty in real time. Sends a recovery offer before the Google review goes up. Monitors public review channels (Google, Yelp, OpenTable, TripAdvisor) and triages new reviews to the GM with a recommended response.
Watches commission economics across DoorDash, UberEats, GrubHub, and the in-house direct channel. Drives traffic toward the lowest-commission channel via dynamic menu pricing and promotional sequencing. Manages menu parity across channels. Keeps the kitchen ticket flow unified so expo doesn't lose orders.
Identifies regulars via POS history. Sequences proactive touches on birthdays, anniversaries, and absence triggers (no-visit-in-X-weeks). Drives win-back through perks. Works for multi-unit franchise loyalty programs and independent POS-driven cadences alike.
Triages every inbound call, email, and web form. Routes reservation requests, private-event inquiries, supplier calls, and customer issues to the right team. Logs every touch into the POS / CRM stack — Toast, Square, OpenTable, Resy — without staff data-entry overhead.
The compliance overlay. ADA Title III accessible-website & accessible-menu posture. State ABC liquor license calendar. State health-department food-service permits, inspection readiness, allergen disclosures (FALCPA-aligned). Predictive-scheduling laws across all operating jurisdictions. FLSA tip-credit and tip-pool rules. Holds the audit trail.
The restaurant's long memory. Regular-customer preferences, dietary restrictions, anniversary dates, allergen profiles. Vendor-relationship knowledge. Recipe institutional learnings. Staff-tenure, prior-issue notes, scheduling preferences. When staff turn over (and they always do), the institutional knowledge stays.
Indicative annualized recoverable bleed across the five pain points — no-show / order chaos, food-cost waste, scheduling-law penalties, review recovery, loyalty / win-back. Numbers are mid-band estimates per unit. Multi-unit operators multiply.
Restaurants sit inside four regulatory frames at once. ADA Title III governs every accessible reservation, every accessible menu, every storefront communication. State ABC governs every drink poured. State health departments govern every plate served. Predictive-scheduling and tip-pool laws govern every shift. Guardian wraps the fleet so the operator's posture stays clean.
Every offer is priced and visible. Restaurant-vertical Fleet pricing is $4,500/mo per unit — covers the ADA + ABC + health-dept + scheduling-law compliance overlay and the nine-agent fleet. Multi-unit operators get tiered pricing scaling to fleet-wide deployment. Multi-state franchises add scheduling-law overlay per jurisdiction.
Six-week deep audit of your unit (or pilot unit for multi-unit operators). No-show rate & channel commission audit. Food-cost waste analysis. Fair Workweek exposure assessment. Review-recovery lag measurement. Loyalty cadence audit. Returns a unit-specific recovery plan and a named-agent staging order.
Pick the highest-impact agent — Reservation & Order Loop for casual / fine dining, Inventory & 86 Watch for waste-pressure operators, Schedule Sentinel for Fair Workweek jurisdictions, Marketplace Channel Manager for delivery-heavy concepts. Configured to your POS, your channels, your unit. Live in 14 days.
All nine named agents. Reservation & Order Loop, Inventory & 86 Watch, Schedule Sentinel, Review Recovery Bot, Marketplace Channel Manager, Loyalty & Win-back, Compass, Guardian (ADA + ABC + HD + scheduling), Helix Memory. Multi-unit pricing on request. Continuous tuning. Quarterly executive review. 12-month minimum.
$3.2M-revenue casual dining unit baseline · ~$180K/yr recoverable bleed across the five pain points. Multi-unit operators multiply. The DNA Scan returns the actual number on your unit in 5-6 weeks. Then the Fleet runs the close.