ProjectsJanuary 1, 2025

Deputy AI

Nathan Nguyen
Deputy AI
Deputy AI reimagines hourly workforce management with intelligence and automation across scheduling, labor optimization, attendance, hiring and insights. It aligns labor to demand, builds compliant schedules in seconds and surfaces real‑time decisions via an AI Assistant — helping operators move faster, reduce cost variance and boost labor productivity.
  • AI Labor Optimization: Predictive demand forecasting and cost/productivity balancing to build profitable, compliant schedules in seconds.
  • AI Assistant: Natural‑language insights and actions that help leaders find, think and do without clicks or guesswork.
  • AI Facial Recognition Clock‑in: Fast, secure attendance verification on tablet — reduces payroll errors and hardware costs.
  • AI Job Description Writer: Generates tailored, inclusive job ads in seconds to improve hiring quality and speed.
  • AI Recognition Engine: Analyzes Kudos to uncover cultural drivers and consistently recognized team members.
  • Predictive Forecasting: Time‑series + domain constraints for demand and labor planning.
  • NLP + Agentic Orchestration: Conversational flows for the AI Assistant to query data and take actions.
  • Vision: On‑device/edge facial recognition for clock‑ins with privacy and compliance guardrails.
  • Compliance Engine: Rules framework for guardrails (fair workweek, labor laws) and auditable schedules.
  • Balancing flexibility with compliance: encoding customer‑specific rules without exploding complexity.
  • Designing trustworthy automation: building explainability and guardrails so managers keep control while AI accelerates decisions.
  • Rolling out agentic workflows safely: progressive disclosure, human‑in‑the‑loop, and evaluation to mitigate risk.
  • Fewer scheduling hours and higher labor efficiency; majority of AI‑created shifts accepted without changes by managers (per public case study figures).
  • Faster frontline decision making via the AI Assistant and actionable insights.
  • Foundation for upcoming capabilities: performance management, timesheet auto‑approval, AI analytics and payroll QA.

Related projects

MathKata

MathKata

Adaptive math practice app with spaced repetition, automated hints and mastery tracking.
RedPen

RedPen

Unfiltered student reviews for Australian universities — searchable units, degrees and live community feed.
RecipeMe

RecipeMe

Social recipe sharing app — feeds, profiles, comments and a familiar Facebook‑style UX.