14 AI Agents Running Your Store: How the OODA Loop Works
KairosPal's 14 autonomous agents observe, orient, decide, and act every 6 hours. Here's what that means — and why guardrails keep you in control.
What If Your Store Had a Full Management Team — That Never Sleeps?
Imagine a pricing analyst, inventory manager, marketing director, customer service rep, compliance officer, and 9 other specialists — all working 24/7. That's 14 specialized AI agents organized like a company.
The OODA Loop
OODA stands for Observe → Orient → Decide → Act. It runs every 6 hours:
OBSERVE — Collect Signals
POS transactions, competitor prices, weather, local events, shelf life alerts, customer churn signals, supplier costs.
ORIENT — Analyze Together
Six engines run simultaneously: "Milk is overpriced AND it's going to be 95°F AND avocados are expiring in 3 days."
DECIDE — Pick the Best Action
Claude AI evaluates context and produces decisions with confidence scores.
ACT — Execute Based on Autonomy Level
- AUTO_EXEC (≥85%): Done automatically
- SUGGEST (70–85%): Telegram [Approve] [Reject] buttons
- INFORM (<70%): FYI notification only
The 14 Agents
Analyst, Decider, PriceAdjuster, MarkdownSetter, PromoTrigger, ReorderSuggester, ContentPublisher, DeliverySyncer, ChurnWinback, ReviewResponder, ShrinkageAlerter, ComplianceReminder, AlertNotifier, GBPPublisher.
Safety Guardrails
- $500/day spending cap
- ±10% price change limit
- 24-hour rollback on any action
- Kill switch: Send "STOP" on Telegram → everything pauses instantly
- Full audit trail: Every decision logged with reasoning
KairosPal's 14 AI agents run your store like a company — with you as the board director. Start your free 30-day demo.