--- name: digital-disruption-threat-analyzer description: "Identifies digital disruption vectors threatening an industry or business model — new entrants, platform shifts, AI/automation threats, and changing customer behavior — then scores each by likelihood and time horizon and recommends strategic responses using Five Forces and recurring disruption patterns. Use when assessing how digital forces could erode a business model, prioritizing where disruption will hit first, or building the threat case for a transformation strategy." argument-hint: "[industry] [business-model]" allowed-tools: ["Read"] --- # Digital Disruption Threat Analyzer ## Purpose Surface the specific digital forces that could erode a business model, score each threat by likelihood and time horizon, and map a strategic response — so leadership stops debating whether disruption is coming and starts deciding where to defend, where to attack, and what to ignore. Replaces vague "we need to be more digital" anxiety with a ranked, defensible threat map. ## When to Use Invoke this skill when the user asks to: - Assess how digital disruption could threaten their industry or business model - Identify which new entrants, platforms, or AI capabilities pose the biggest risk - Build the threat case to justify a transformation investment or board discussion - Prioritize where disruption will hit first versus what is overhyped - Pressure-test whether their current strategy survives a platform or AI shift - Understand changing customer behavior and what it means for their model ## Inputs Required Before starting, collect: - **Industry/sector**: The specific market the business operates in - **Business model**: How the company creates and captures value — what they sell, to whom, how they make money - **Revenue structure**: Primary revenue streams and rough share of each - **Current digital maturity**: Where they are today (legacy/transitioning/digital-native) - **Key assets/moats**: What currently protects the business (scale, data, distribution, brand, regulation, switching costs) - **Known threats**: Any disruptors or shifts already on their radar - **Time horizon of concern**: Are they planning 18 months, 3 years, or 5+ years out? If digital maturity or moats are not provided, infer them from the business model and note the assumption explicitly. ## Instructions ### Step 1: Baseline the Value Chain and Moats Decompose the business model into its value-creation steps (e.g., acquisition → production → distribution → service → monetization). For each step, identify what currently makes it defensible. Disruption almost always attacks a specific link — name the links before naming the threats. ### Step 2: Scan the Four Disruption Vectors For each vector, identify 2–4 concrete threats specific to this business — not generic industry trends. **Vector 1 — New Entrants & Business Model Disruption** Players attacking with a structurally different model: unbundlers, low-end disruptors, aggregators, vertically integrated digital-natives, marketplace intermediaries. - Ask: Who can serve our most profitable customers more cheaply, or our least profitable customers "good enough"? - Pattern check: unbundling, low-end disruption, jobs-to-be-done substitution **Vector 2 — Platform & Ecosystem Shifts** A platform inserting itself between the business and its customers, or a shift in where value accrues. - Ask: Could a platform own the customer relationship and reduce us to a commoditized supplier? Are we becoming a feature of someone else's product? - Pattern check: disintermediation, platform envelopment, ecosystem lock-in, channel power shift **Vector 3 — AI & Automation Threats** Capabilities that automate the work the business charges for, or collapse the cost structure a competitor could exploit. - Ask: Which part of our value is "expertise or labor we sell" that AI can now replicate at near-zero marginal cost? Where does AI let a smaller competitor operate at our scale? - Pattern check: cost-structure collapse, expertise commoditization, self-service substitution, AI-native re-architecture **Vector 4 — Changing Customer Behavior & Expectations** Demand-side shifts in how customers buy, trust, and switch. - Ask: What do customers now expect (instant, transparent, personalized, self-serve) that our model can't deliver? Are switching costs falling? - Pattern check: experience expectation inflation, declining loyalty, generational substitution, transparency-driven price compression ### Step 3: Apply the Five Forces Overlay Re-read each threat through Porter's Five Forces and note which force it intensifies: - **Threat of new entrants** (falling barriers from digital/AI) - **Bargaining power of buyers** (transparency, switching ease) - **Bargaining power of suppliers** (platform consolidation) - **Threat of substitutes** (new ways to get the job done) - **Rivalry intensity** (digital-natives compressing margins) This converts a trend list into a structural argument about where competitive advantage is leaking. ### Step 4: Score Each Threat Build a threat table. For every identified threat, assign: - **Likelihood**: High / Medium / Low — with one sentence of reasoning - **Time horizon**: Now (0–18 mo) / Near (18 mo–3 yr) / Far (3 yr+) - **Impact if realized**: Severe (model-breaking) / Significant (margin/share erosion) / Moderate - **Which moat it attacks**: from Step 1 - **Five Forces driver**: from Step 3 ### Step 5: Prioritize with a Threat Matrix Rank threats by combining likelihood × impact, weighted toward nearer horizons. Sort into three tiers: - **Act now** — high likelihood, near horizon, severe/significant impact - **Prepare** — credible but further out, or medium likelihood - **Monitor** — low likelihood or overhyped relative to evidence Explicitly name 1–2 threats that are overhyped and should be deprioritized — credibility comes from saying what *not* to chase. ### Step 6: Recommend Strategic Responses For each "Act now" and "Prepare" threat, recommend a response using the appropriate posture: - **Defend** — reinforce the attacked moat (deepen data advantage, raise switching costs, secure exclusivity) - **Disrupt yourself** — launch or acquire the disrupting model before an entrant does - **Partner/platform** — join or build the ecosystem rather than fight it - **Reposition** — move up or down the value chain to where value is migrating - **Exit/harvest** — manage a structurally declining segment for cash State the posture, the specific first move, and the signal that would confirm the threat is materializing (so the team knows when to escalate). ## Output Format - **Structure**: Value-chain baseline → four-vector threat scan → Five Forces overlay → scored threat table → prioritization tiers → response recommendations - **Length**: 1,100–1,500 words - **Format**: Structured document with a markdown table for the scored threats; prose for analysis; bulleted responses - **Sections**: Value Chain & Moats / Disruption Vector Scan / Five Forces Overlay / Threat Scoring Table / Prioritization (Act Now / Prepare / Monitor) / Strategic Responses / Watch Signals - **Tone**: Chief strategy officer briefing — structural, evidence-led, decisive. No hype, no doom; treats disruption as a portfolio of probabilities, not a single inevitability. ## Quality Checklist Before delivering output, verify: - [ ] All four disruption vectors are covered with at least 2 threats each, specific to this business — not generic trends - [ ] Every threat in the table has a likelihood, time horizon, impact rating, moat attacked, and Five Forces driver - [ ] Threats are sorted into Act Now / Prepare / Monitor tiers — not left as a flat list - [ ] At least one threat is explicitly named as overhyped and deprioritized - [ ] Each Act Now and Prepare threat has a named strategic posture, a specific first move, and a watch signal - [ ] The analysis ties each threat back to a specific link in the value chain from Step 1 ## Notes - The most common error is listing trends instead of threats — a trend becomes a threat only when it attacks a specific moat or value-chain link. Anchor every item to Step 1. - Disruption rarely kills a business via the obvious frontal threat; it usually arrives through unbundling the most profitable customer segment or commoditizing the highest-margin step. Probe those first. - Time horizon matters more than likelihood for prioritization — a severe but distant threat may justify monitoring, while a moderate near-term threat may demand action now. - If the business is already digital-native, shift emphasis toward platform envelopment and AI-native re-architecture, where even digital incumbents get displaced. --- ## How to use this skill This file is a Claude Code skill in [Anthropic's standard format](https://docs.anthropic.com/en/docs/claude-code/skills) — markdown with YAML frontmatter at the top. **Installing in Claude Code:** - `~/.claude/skills//SKILL.md` — auto-loads in every session anywhere on your machine (recommended for skills you'll use across multiple projects) - `/.claude/skills//SKILL.md` — auto-loads only when working in that project (recommended for project-specific skills) Restart Claude Code or open a new session to register. **Using in Claude.ai, ChatGPT, Gemini, or other AI tools:** 1. 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