Prompt Decision Making – Risk-Reward Analysis
Analyser une décision business importante
Use case
Évaluez une décision business avec une matrice risques/opportunités : scénarios positifs/négatifs, probabilités, impacts financiers et stratégiques. Structure vos décisions importantes avec un cadre rationnel pour réduire les biais cognitifs.
Le prompt
Template avec placeholders
Analyse {{MA_DECISION_BUSINESS}} avec une analyse Risque-Récompense.
Évalue :
1. Risques potentiels (liste et note de 1-10 en sévérité)
2. Récompenses potentielles (liste et note de 1-10 en impact)
3. Probabilité de chaque scénario
4. Stratégies de mitigation pour les 3 principaux risques
5. Stratégies d'optimisation pour les 3 principales récompenses
Considère :
- Impact court terme (0-6 mois)
- Impact moyen terme (6-18 mois)
- Impact long terme (18+ mois)
Fournis une recommandation avec un niveau de confiance.
Variables à personnaliser
Prompt complété
Prêt à copier
Analyse {{MA_DECISION_BUSINESS}} avec une analyse Risque-Récompense.
Évalue :
1. Risques potentiels (liste et note de 1-10 en sévérité)
2. Récompenses potentielles (liste et note de 1-10 en impact)
3. Probabilité de chaque scénario
4. Stratégies de mitigation pour les 3 principaux risques
5. Stratégies d'optimisation pour les 3 principales récompenses
Considère :
- Impact court terme (0-6 mois)
- Impact moyen terme (6-18 mois)
- Impact long terme (18+ mois)
Fournis une recommandation avec un niveau de confiance.
Exemple de résultat
**RISK-REWARD ANALYSIS: Hiring a VP of Sales at $180k/year**
---
**1. POTENTIAL RISKS**
🔴 **Risk A: Wrong hire / bad cultural fit** (Severity: 9/10)
- Cost: $180k salary + $50k recruiting + 6 months lost opportunity = $280k+ sunk cost
- Probability: 35% (industry average for VP-level roles)
- Impact: Team demoralization, deals stall, need to restart search
🟠 **Risk B: Cannibalize founder-led sales motion** (Severity: 6/10)
- Current founder closes $40k/month via personal network. VP might alienate these relationships.
- Probability: 25%
- Impact: Short-term revenue dip while VP ramps
🟡 **Risk C: Cash runway pressure** (Severity: 7/10)
- $180k = 15% of current $1.2M ARR. If growth doesn't accelerate, runway drops from 18 to 14 months.
- Probability: 40% (if VP needs 6+ months to show results)
- Impact: Forces next fundraise earlier than planned
---
**2. POTENTIAL REWARDS**
🟢 **Reward A: Revenue acceleration** (Impact: 10/10)
- Target: VP builds outbound motion, grows ARR from $1.2M to $2.5M in 12 months (2x growth)
- Probability: 45% (if right hire with proven playbook)
- Impact: De-risks next fundraise, extends runway, validates product-market fit
🟢 **Reward B: Founder time freed for product/strategy** (Impact: 8/10)
- CEO currently spends 60% of time on sales. VP takes this over = 24 hours/week back for product roadmap, fundraising prep, strategic hires.
- Probability: 70% (assuming clear handoff)
- Impact: Faster product iteration, better investor relationships, improved retention
🟢 **Reward C: Scalable sales process** (Impact: 9/10)
- VP implements CRM, playbooks, training that allows hiring SDRs/AEs later. Foundation for $10M+ ARR.
- Probability: 60%
- Impact: Transforms from founder-dependent sales to repeatable machine
---
**3. TIMEFRAME ANALYSIS**
**Short-term (0-6 months):**
- Risk-heavy period: Onboarding, potential revenue dip, cash burn
- Key milestone: VP closes first deal by Month 3 (validation)
**Medium-term (6-18 months):**
- Reward inflection: If hire is good, revenue should double by Month 12
- Break-even point: VP needs to generate $360k new ARR in Year 1 to justify cost (2x their salary)
**Long-term (18+ months):**
- Compound reward: Scalable sales org enables Series A fundraise, multi-million ARR
- Or compound risk: Wrong hire delays growth 12-18 months, competitors gain ground
---
**4. MITIGATION STRATEGIES (Top 3 Risks)**
**For Risk A (Wrong hire):**
- Use fractional VP of Sales for 3 months first ($8k/month trial period) before full-time commitment
- Require candidate to present 30-60-90 day plan during interview process
- Set clear 90-day performance milestones: 5 qualified demos booked, 2 deals closed, CRM fully implemented
**For Risk B (Cannibalize founder network):**
- Founder keeps "enterprise/strategic" accounts (top 10 prospects from personal network)
- VP focuses on outbound to NEW logos outside founder's network
- Weekly founder-VP sync on deal strategy to ensure alignment
**For Risk C (Cash runway):**
- Negotiate VP salary as $140k base + $40k variable tied to ARR growth milestones
- Delay hire by 2 months, close $100k in new ARR first to cushion cash position
- Set kill switch: If VP doesn't hit $30k new ARR by Month 6, part ways
---
**5. OPTIMIZATION STRATEGIES (Top 3 Rewards)**
**For Reward A (Revenue acceleration):**
- Hire VP with proven track record in YOUR industry + stage (ask for references from their last startup at $1-5M ARR)
- Front-load comp to incentivize urgency: Higher commissions in first 6 months
- Give VP direct access to investors/advisors who can open doors to enterprise deals
**For Reward B (Founder time freed):**
- Document founder's current sales process in Notion before VP starts (playbooks, email templates, objection handling)
- Block 2 hours/week for founder-VP "sales training" in Month 1-2 for knowledge transfer
- Founder fully exits sales calls by Month 4 (hard deadline to force delegation)
**For Reward C (Scalable process):**
- Budget $10k for sales tools (CRM, outreach automation, analytics) so VP has resources to build infrastructure
- Require VP to create hiring plan for 2 SDRs by Month 6 (even if not executing yet, shows scalability thinking)
- Monthly board updates on sales metrics: pipeline, conversion rates, CAC, deal velocity (accountability + visibility)
---
**6. RECOMMENDATION**
✅ **PROCEED, but with modifications** (Confidence: 70%)
**Rationale:**
- Rewards (10/10 revenue, 9/10 scalability) outweigh risks IF you mitigate Risk A (wrong hire)
- Current founder-led sales is not scalable past $2M ARR
- Timing is right: Product-market fit exists ($1.2M ARR), need to capitalize before competitors
**Modifications:**
- Start with fractional VP trial (3 months) to de-risk wrong hire
- Structure comp as $140k + $40k variable to align incentives
- Set aggressive 90-day milestones with clear exit criteria
- Reserve $10k budget for sales tools/infrastructure
**Decision Point:** If fractional VP hits milestones in 3 months, convert to full-time. If not, you've only spent $24k vs $280k mistake.
**Confidence Level: 70%** (Would increase to 85% if you use fractional trial period first)
Tips d'utilisation
- Incluez le contexte financier dans MY_BUSINESS_DECISION (budget, runway, revenue) pour obtenir des ratings risque/récompense calibrés à votre réalité
- Demandez "Assume worst-case scenario" pour forcer l'IA à explorer les risques catastrophiques que vous pourriez sous-estimer (biais d'optimisme)
- Utilisez les "Mitigation strategies" comme checklist pré-décision : si vous ne pouvez pas implémenter les 3 mitigations du top 3 risks, reconsidérez la décision
Code API (Pour développeurs)
Temperature:
0.5 |
Max tokens: 1024
Ressources liées
Définitions
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