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AI workforce

Eleven departments, each with a clear job and a clear limit

Every department has defined responsibilities, measurable output, and an explicit line where a human decision is required. Nothing operates without a boundary.

Status: controlled pilot. Department responsibilities and limits describe the product as designed. Voice and video capabilities are connected today; department work logs shown in the command center are seeded illustrative data until the matching provider is connected.

Chief of Staff

Orchestrator

Coordinates every other department, resolves conflicts between them, and writes the daily executive brief for the owner.

  • Daily executive brief and priority stack
  • Cross-department task routing
  • Escalation triage before it reaches the owner
  • Weekly business review preparation

Requires your approval

Any action above the owner's spend or risk threshold

Sales

Pipeline

Qualifies inbound leads, prepares estimates, follows up on open bids, and keeps the pipeline honest.

  • Lead qualification and scoring
  • Estimate drafting from job templates
  • Multi-touch follow-up sequences
  • Win/loss reason capture

Requires your approval

Discounts and quotes above a set dollar threshold

Marketing

Demand

Plans campaigns, drafts local service ads and seasonal offers, and reports channel-level return on spend.

  • Campaign planning and creative drafts
  • Review-request and referral programs
  • Channel spend recommendations
  • Attribution and cost-per-booked-job reporting

Requires your approval

Publishing spend changes and public-facing creative

Customer Service / Receptionist

Front desk

Answers inbound messages, triages issues, and captures job details so nothing gets dropped after hours.

  • 24/7 first response drafting
  • Intake questionnaires per service type
  • Complaint triage and make-right proposals
  • Handoff notes for field techs

Requires your approval

Refunds, credits, and service recovery offers

Scheduling

Dispatch

Builds the daily board, matches jobs to crew skills and drive time, and handles reschedules.

  • Route- and skill-aware job assignment
  • Reschedule and cancellation recovery
  • Crew capacity and overtime warnings
  • Arrival-window confirmations

Requires your approval

Overtime and same-day emergency reassignments

Finance

Ledger

Tracks margin per job, categorizes spend, and produces a plain-English cash position for the owner.

  • Job-level cost and margin analysis
  • Expense categorization and anomaly flags
  • Cash runway and payroll coverage checks
  • Monthly close checklist

Requires your approval

Any outbound payment or ledger adjustment

Accounts Receivable

Collections

Chases unpaid invoices politely and persistently, and escalates only what genuinely needs the owner.

  • Aging buckets and dunning schedules
  • Payment-plan proposals
  • Dispute documentation packets
  • Escalation to owner or collections

Requires your approval

Write-offs and legal escalation

Operations

Field engine

Watches job flow end to end: materials, checklists, tech utilization, and repeat-visit causes.

  • Materials and truck-stock forecasting
  • SOP checklists per job type
  • Utilization and callback tracking
  • Vendor and subcontractor coordination drafts

Requires your approval

Purchase orders and vendor commitments

BI / Forecasting

Analyst

Turns the operating history into forecasts: revenue, demand seasonality, staffing needs, and scenarios.

  • Rolling 13-week revenue and cash forecast
  • Seasonality and weather-driven demand models
  • Scenario planning (hire, truck, price change)
  • Anomaly detection on core KPIs

Requires your approval

Forecast assumptions used for hiring or financing

Quality Control

Assurance

Audits workforce output and field work quality, samples conversations, and blocks anything off-brand or risky.

  • Sampling and scoring of drafted messages
  • Post-job satisfaction follow-up
  • Callback root-cause analysis
  • Policy and tone guardrail enforcement

Requires your approval

Guardrail policy changes

HR / Recruiting

People

Keeps the hiring funnel warm, drafts job posts, screens applicants, and runs onboarding checklists.

  • Job post drafting and channel posting plans
  • Applicant screening and interview scheduling
  • Onboarding and certification tracking
  • Retention risk signals from ops data

Requires your approval

Offers, compensation, and terminations