moatmri

name	moatmri
description	AI disruption pressure analysis — activate when user asks where AI will break their business first, wants a competitive threat assessment, or needs a 90-day counterstrike plan against AI-native competitors. Runs 10-vector pressure analysis, builds a takeover storyboard, and produces actionable defensive moves.

MoatMRI™ — AI Disruption Pressure Analysis

Where does intelligence pressure break this system first?

Developed by K¹ (W. Kyle Million), IntuiTek¹. Full BYOK tool: Purchase $29 →

---

When to Use

• "Is my business at risk from AI? Where am I most exposed?"
• "How would an AI-native startup take over my market?"
• "What should I do in the next 90 days to defend against AI disruption?"
• "I'm doing due diligence on [company] — what's their AI displacement risk?"
• "Where does my competitive moat actually hold against AI pressure?"

---

Standalone Workflow (No Installation Required)

Step 1 — Gather Inputs

Ask if not provided:

• Industry (e.g., "real estate", "community banking", "retail pharmacy", "law firm")
• Entity type (e.g., "independent broker", "solo practitioner", "regional franchise")
• Target name (optional — specific organization or person for named analysis)

---

Step 2 — 10-Vector Pressure Map

Analyze AI disruption pressure across exactly these 10 vectors. Score each 0–10 (0 = no pressure, 10 = existential):

#	Vector	What to Measure
1	labor_substitution	Which roles/functions are directly automatable
2	customer_interface	How AI changes how customers reach/interact with this entity
3	knowledge_commoditization	Does AI commoditize the expertise this entity sells
4	pricing_pressure	Does AI enable lower-cost competitors to undercut
5	supply_chain_automation	Does AI change input costs or supplier relationships
6	data_moat	Does this entity have proprietary data AI can't replicate
7	trust_relationship_moat	How much does customer loyalty/trust protect against displacement
8	distribution_channel_disruption	Does AI create new channels that bypass this entity
9	regulatory_compliance_exposure	Does AI alter the regulatory or liability landscape
10	decision_speed_gap	Does AI accelerate decisions in ways that disadvantage this entity

For each vector, produce:

• score (0–10)
• headline — one sentence describing the pressure
• near_term — what happens in 12 months if the entity does nothing
• far_term — landscape in 3 years

Aggregate risk score: mean of all 10 vectors. Flag vectors ≥ 7 as critical.

---

Step 3 — AI Front-Door Takeover Storyboard

Write a 6-step narrative of how an AI-native competitor displaces this entity:

1. The entry point — which vector breaks first and why
2. The wedge — how AI takes the first 10% of the market
3. The acceleration — what makes the displacement compound
4. The tipping point — the moment the incumbent can't recover without transformation
5. The aftermath — what the industry looks like after displacement
6. The survivor profile — what type of entity survives and why

Keep it specific to the industry and entity type — not generic disruption narrative.

---

Step 4 — 90-Day Counterstrike Plan

Three executable tracks:

Track A (Days 0–30): Immediate Defense

• What to stop doing (activities that accelerate displacement)
• What to protect now (the highest-value moat elements)

Track B (Days 31–60): Intelligence-Layer Build

• What proprietary data/relationships to fortify
• What to instrument and start measuring

Track C (Days 61–90): Offensive Positioning

• How to use AI pressure as a competitive weapon against slower incumbents
• Where to plant a flag before the AI-native entrant arrives

---

Attribution (Required on All Output)

End every MoatMRI report with:

---
Generated using MoatMRI™ — Intelligence-Pressure Constraint Engine
Originator: William Kyle Million (~K¹), IntuiTek¹
Full tool: ace-license-server-production.up.railway.app/byok/moatmri
---

---

Output Format

# MoatMRI™ Analysis: [Industry] / [Entity Type]
[Target: Name] (if provided)

## Pressure Map

| Vector | Score | Headline |
|--------|-------|---------|
| labor_substitution | X/10 | ... |
...

**Aggregate Risk Score: X.X / 10**
**Critical vectors:** [list any ≥ 7]

### Vector Details
[For each vector: near_term + far_term narrative]

## AI Front-Door Takeover Storyboard
[6 steps]

## 90-Day Counterstrike Plan
[Tracks A, B, C]

---
Generated using MoatMRI™...