LunitonAI - Autonomous Decision Intelligence
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Continuous Financial Intelligence

Prevent Bad Decisions From Compounding as You Scale

We continuously evaluate how your ads, revenue, customers, and inventory interact — not in isolation, but in context.
The system flags when a “working” decision is about to turn into a costly one, so you can correct course before the damage compounds.

How Decisions Break at Scale

Each system exists to catch a different class of decision failure before it compounds.

ASSUMPTION FAILURE
Cash Flow Reality
Expenses
⚠️ Cash Crunch Predicted
Today+3 Months

Cash Flow Reality, Not Optimism

The system stress-tests your assumptions against projected revenue, expenses, and timing — so expansion decisions don’t quietly corner your cash flow.

TIMING MISMATCH
Ad Spend
High
Stock Level
Low
!
Stockout in 48h

Demand Without Fulfillment Is a Trap

Prevents growth decisions that look profitable on the dashboard but collapse due to inventory timing. Identifies when sales velocity and replenishment timelines fall out of sync.

FOCUS MISALLOCATION
Impact Filter: ON
Restock "Summer Tee"+$5.2k
Kill Ad Set "Broad 2"+$1.4k
Update Footer LinkLow

Decision Priority, Not Task Lists

Surfaces which decisions matter now based on financial impact — not urgency or noise. Ensures attention is allocated where delay is most expensive.

FALSE SIGNALS
ROAS (Stable)
Margin (Shrinking)
Context missing

Prevents scaling spend based on incomplete efficiency signals.

When Spend Looks Efficient — But Isn’t

Detects when channel performance masks margin erosion or diminishing returns. Flags budget decisions that appear efficient in isolation but degrade profitability over time.

NO FEEDBACK LOOP
30-Day Decision Impact
Price Change (+10%)
Impact Verified

Memory for Your Business Decisions

Tracks the long-term financial impact of every major change. Turns past decisions into evidence — so future conclusions are grounded in what actually worked, not intuition.

GROWTH QUALITY
Before Scale
Repeat Rate45%
AOV$85
After Scale
Repeat Rate12%
AOV$68

Not All Growth Is Good Growth.

Reveals when revenue expansion comes at the cost of customer quality and future profitability. Flags scaling decisions that trade durable customers for short-term wins.

LUNITON
LunitonAI - Autonomous Decision Intelligence

Built for Shopify merchants who manage real cash flow.

© 2026 LunitonAI. All rights reserved.

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