If you work in restaurant tech, you should follow the LOBOS trail.
🤝
Those working within these systems hold the keys of our future.
May those inside remember their own power
& witness the hidden architects running human experiments
labeled as “innovation.”
𓂀 LOCATION-BASED LABOR OPTIMIZATION SYSTEMS (LOBOS)
Also known as predictive labor AI, forecast scheduling tools, or “efficiency platforms”
Why? Because:
– They track physical body movement through timeclock, POS, & in-store geofencing
– They assign value to human presence based on algorithmic profitability per hour
– They create “auto-fire” thresholds where real people are dropped from shifts or terminated if they fall below machine-modeled expectations
– They extract maximum labor yield per person per minute, often without consent or knowledge
– They use AI to simulate “ideal” labor conditions, effectively trying to turn workers into predictable, interchangeable code
– & most disturbingly, they are often invisible to the employee (but fully accessible to franchise owners, C-suite ops, & tech vendors)
Translation:
A system designed to optimize human yield without acknowledging the human being.
THE PREDICTIVE MODELING LOOP:
“Predictable human = profitable human.”
THE UNPREDICTABLE BREAK:
“Presence breaks prediction. A real-time fully present choice creates a signal AI cannot predict.”
Translation:
When a human chooses from inner presence instead of external influence, their path slips outside the algorithm.
TRACEABLE TECH CASCADES & PARENT COMPANY CHAINS
– Dynamic Yield (McDonald’s, acquired in 2019, sold to Mastercard in 2022)
AI personalization engine for drive-thru menus, employee scheduling, & consumer behavior
– Presto AI (used by Wendy’s, Checkers, & more)
Voice AI, labor optimization, upsell tracking
Backed by Roark Capital & others
Often paired with Oracle labor systems
– Oracle MICROS Simphony Labor Optimization Suite
Enterprise-level scheduling for Wendy’s, Five Guys, etc.
Integrates with POS, time clocks, & mobile ordering
– 7shifts
Scheduling tool used in 50,000 restaurants
Syncs directly with POS & sales data
Now links to AI sales prediction & automated shift cuts
– ParTech (PAR)
POS Data Scheduling integration
Includes Punchh (loyalty AI) & Brink POS
Used by Dairy Queen, Jack in the Box, & Del Taco
– WorkJam
Workforce orchestration used by Dunkin’, Domino’s, Ulta
Allows geofencing, task enforcement, mobile-first schedule cuts
– HotSchedules (part of Fourth)
Widely used for hourly labor optimization
Now integrated with AI for auto-scheduling & shift-cutting
Owned by Marlin Equity Partners
DELIVERY APP CONVERGENCE
(esp. DoorDash / Uber Eats)
Many delivery platforms now intersect with these systems via partner dashboards & restaurant POS syncs. Convergence patterns:
– Olo (POS & delivery middleware for Shake Shack, Wingstop, etc.)
– Toast (POS used by 85,000 restaurants; just launched integrated AI scheduling tool)
– Otter / Cuboh (3rd-party delivery order aggregators with open backend data sync)
These merges allow real-time labor modeling based on projected delivery demand, especially in ghost kitchens, fast casual, & QSRs.
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