AI Team One Executive Decision Samples

ILLUSTRATIVE SCENARIO — All names, figures and findings are illustrative. No actual specialist work was executed, MAX produced no grade and no Guardian review occurred.

Sample 05 / 06 · Factory Site & Supply Chain

$78M Factory Location Decision

Manufacturing / Operations StrategySample scenario

A electronics manufacturer compares hypothetical sites in Central Florida, North Texas and northern Mexico for a new assembly plant. No site has been sourced or evaluated.

Example client request

“A electronics maker compares Central Florida, North Texas and northern Mexico for a new assembly plant.”

$78M

Project budget

Illustrative total capital investment

3

Locations

Hypothetical geographic alternatives

2029

Target start

Synthetic operations schedule

Executive Summary

Illustrative committee readout

Do not select a site on wage cost alone. Compare fully loaded, risk-adjusted cost after utilities, logistics, incentives, uptime, customs, workforce and permitting. Secure binding site-specific data before a location decision or incentive negotiation.

Research questions AI Team One would investigate

Labor and workforce

Recruitable skilled labor, wage inflation, turnover, training partners and time-to-hire.

Utilities and resiliency

Power capacity, rates, lead times, water, backup systems and weather interruption exposure.

Supply-chain geometry

Inbound parts, outbound delivery, port/rail access, freight, customs lead times and inventory buffers.

Legal and policy

Site permits, labor and environmental obligations, customs and trade rules, incentives and clawbacks.

Five-year economics

Build-to-occupy cost, ramp inefficiency, taxes, incentives, currency, working capital and downtime.

Execution feasibility

Land title, engineering, construction labor, vendor concentration and critical-path timetable.

Illustrative diagnostic flags

Not verified findings

  • Cheap is not always low costIllustrative lower labor cost can be offset by inventory and border delays.
  • Utility bottleneckUnverified electric capacity may make a nominally attractive site infeasible.
  • Incentive conditionalityHeadline grants may require jobs, capex thresholds or reimbursement timing.

Socratee's Critical Thinking Perspective

Board question · sample text, not generated

“Which location maximizes risk-adjusted cash flow and execution certainty under several demand and policy scenarios?”

Research & Review Record

Site Selection Intelligence Blueprint

The site labels are broad regions, not real parcels. Costs are sample figures and are not estimates for those markets.

Evidence plan: what must actually be collected

  • Parcel and permitsSpecific addresses; zoning records; title; engineering and environmental studies.
    Output: buildability, permitting route and schedule
  • LaborJob-specific wage surveys; local workforce boards; competitor hiring data.
    Output: recruitable labor supply and ramp plan
  • UtilitiesUtility written capacity offers; rates; water needs; backup and redundancy plans.
    Output: service date, operating cost and resiliency
  • Logistics / tradeFreight quotes; customs counsel; origin rules; supplier lanes and service levels.
    Output: all-in delivered cost and border sensitivity
  • Incentives / financeWritten incentive proposals; clawbacks; tax counsel; capex bids and FX hedging.
    Output: risk-adjusted five-year NPV and board case

Example: illustrative operating-cost model

Illustrative $M annualized full-cost run rate. Excludes upfront construction spending.

  • Hypothetical regionCentral FL

    Labor + ops
    $13M
    Logistics
    $4M
    Other
    $6M
    Total / yr
    $23M

  • Hypothetical regionNorth TX

    Labor + ops
    $14M
    Logistics
    $5M
    Other
    $6M
    Total / yr
    $25M

  • Hypothetical regionNorthern Mexico

    Labor + ops
    $10M
    Logistics
    $5M
    Other
    $4M
    Total / yr
    $19M

What independent challenge and safeguards would examine

SOCRATEE + RED

Would challenge hidden freight and inventory costs, supplier outages, policy changes, exchange rates, permitting delays and overestimated incentives.

LIBBY + MAX

Would flag jurisdiction-specific counsel requirements, data provenance and assumptions that cannot yet be validated. No independent score exists.

Proposed role routing · Not executed

TED coordinates • RES collects site data • KNOLLY reconciles quotes • SOCRATEE tests tradeoffs • LIBBY flags legal constraints • RED runs disruption scenarios • MAX evaluates evidence quality.

Actual record

  • Actual agent executions: 0
  • MAX independent grade: No grade. Not run.
  • 18 Guardians: No review occurred. Built · Integration Pending.
  • Final decision: Always a human decision.

Evidence labels

Sources not attachedResearch not performedGuardian review not performedMAX: no grade

Sample scenario · Unverified illustrative content · 0 actual agent executions