Automated dealflow evaluation with anti-bias MoE layer, True Potential Council, and mandatory arithmetic verification — produces one consolidated investment memo per company
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Per Ed MacCombie's feedback:
"True potential depends on how defensible the product is, how fast the market can shift, and whether the company can expand beyond its initial wedge."
Task(subagent_type="general-purpose", prompt="""
Use council-orchestrator to run True Potential Council review:
Company: {company_name}
Prior Analysis: {phase_2_analysis_results}
=== COUNCIL MEMBER 1: DEFENSIBILITY JUDGE (Weight: 0.35) ===
Assess moat depth and durability by answering:
1. PRIMARY MOAT TYPE: What is the company's primary defensibility mechanism?
- Network Effects (direct, indirect, data network)
- Switching Costs (technical, workflow, data lock-in)
- Scale Economies (cost advantages, supply side)
- Brand/Trust (reputation, certification, compliance)
- Proprietary Technology (patents, trade secrets, unique algorithms)
2. REPLICATION TIMELINE: How long would it take a well-funded competitor to replicate?
- <6 months = No moat
- 6-18 months = Weak moat
- 18-36 months = Moderate moat
- 36+ months = Strong moat
3. COMPOUNDING ADVANTAGE: Does the moat strengthen over time?
- Each customer makes product better? (data flywheel)
- Each year of operation increases barrier? (regulatory, network)
- Does usage create lock-in? (workflow dependency)
4. PROPRIETARY ASSETS: What unique assets does the company own?
- Unique data sets
- Exclusive partnerships
- Regulatory approvals
- Patent portfolio
5. UNBUNDLING RISK: Can a focused competitor attack one vertical?
- Is the product a bundle that can be picked apart?
- Are there vulnerable features that are "good enough" to unbundle?
DEFENSIBILITY SCORING:
- 5 = Multi-layered moat (2+ strong mechanisms, compounding)
- 4 = Strong single moat (one dominant, durable mechanism)
- 3 = Moderate moat (one mechanism, moderate durability)
- 2 = Weak moat (replicable within 12 months)
- 1 = No moat (commodity, easily replicated)
=== COUNCIL MEMBER 2: MARKET VELOCITY JUDGE (Weight: 0.35) ===
Assess market timing and momentum by answering:
1. SECULAR TAILWINDS: What macro trends accelerate adoption?
- Regulatory changes (mandates, compliance requirements)
- Demographic shifts (aging, remote work, urbanization)
- Technology shifts (AI, cloud, mobile penetration)
- Economic shifts (cost pressures, labor shortages)
2. POTENTIAL HEADWINDS: What could slow or reverse momentum?
- Regulatory backlash
- Economic downturn sensitivity
- Technology platform risk
- Market consolidation
3. BUYER BEHAVIOR SHIFTS: Is the target buyer actively changing?
- Are budgets shifting to this category?
- Is there urgency to adopt?
- What triggers the buying decision?
4. ADOPTION CURVE POSITION: Where is the market?
- Innovators (<2.5%) = High risk, high upside
- Early Adopters (2.5-16%) = Optimal timing
- Early Majority (16-50%) = Competition entering
- Late Majority (50-84%) = Commoditization risk
5. VELOCITY BENCHMARKS: Compare to similar markets
- How fast did comparable solutions scale?
- What's the realistic adoption timeline?
MARKET VELOCITY SCORING:
- 5 = Strong tailwinds + optimal timing (early adopter phase, multiple tailwinds)
- 4 = Clear tailwinds (single strong tailwind, good timing)
- 3 = Mixed signals (tailwinds present but headwinds exist)
- 2 = Headwinds present (timing challenges, market friction)
- 1 = Poor timing (late to market or premature)
=== COUNCIL MEMBER 3: EXPANSION JUDGE (Weight: 0.30) ===
Assess wedge-to-platform potential by answering:
1. INITIAL WEDGE CLARITY: How focused is the entry point?
- Is there a clear, narrow problem being solved?
- Is the wedge defensible on its own?
- Can they win the wedge before expanding?
2. ADJACENT PROBLEMS: What natural expansions exist?
- What other problems does the customer have?
- What data/relationships enable new products?
- What's the logical next product?
3. EXPANSION LEVERAGE: What assets transfer to expansion?
- Customer relationships
- Data assets
- Distribution channels
- Technical infrastructure
- Brand/trust
4. TAM EXPANSION MATH: Quantify the expansion opportunity
- Initial wedge TAM: $X
- First expansion TAM: $Y
- Full platform TAM: $Z
- Timeline to each stage
5. TEAM EXPANSION CAPABILITY: Can this team execute expansion?
- Have founders done multi-product before?
- Is the org designed for expansion?
- Do they have the capital for expansion?
WEDGE TYPE CLASSIFICATION:
- TROJAN HORSE: Small wedge enables massive platform (e.g., Slack chat -> enterprise suite)
- NATURAL EXPANSION: Wedge has clear, logical adjacencies (e.g., payroll -> HR suite)
- FORCED EXPANSION: Wedge maxes out, must pivot (risky)
- WEDGE TRAP: Wedge is the whole business (no expansion path)
EXPANSION SCORING:
- 5 = Clear platform play (Trojan Horse, 10x TAM expansion path)
- 4 = Strong expansion path (Natural Expansion, 3-5x TAM)
- 3 = 1-2 adjacencies visible (moderate expansion potential)
- 2 = Unclear expansion (forced expansion likely)
- 1 = Wedge trap (no clear path beyond initial market)
=== TRUE POTENTIAL SCORE CALCULATION ===
TPS = ((D x 0.35) + (V x 0.35) + (E x 0.30)) x Alignment Multiplier
Where:
- D = Defensibility Score (1-5)
- V = Market Velocity Score (1-5)
- E = Expansion Score (1-5)
Alignment Multiplier:
- All judges within 1 point of each other: 1.1x (high confidence)
- Two judges align, one diverges: 1.0x (moderate confidence)
- All judges diverge (>1 point spread): 0.9x (low confidence, needs investigation)
=== OUTPUT FORMAT ===
TRUE POTENTIAL ASSESSMENT:
|- Defensibility: [Score]/5 - [Key Finding]
|- Market Velocity: [Score]/5 - [Key Finding]
|- Expansion: [Score]/5 - [Key Finding]
|- Alignment: [High/Moderate/Low]
|- TRUE POTENTIAL SCORE: [X.X]/5
|- Wedge Classification: [Type]
TAM CALIBRATION:
|- Stated TAM: $[X]B
|- True Potential Adjustment: [Multiplier]
|- Calibrated TAM: $[Y]B
|- Interpretation: [High+High / High+Low / Low+High / Low+Low]
""")IMPORTANT: True Potential is ADVISORY, not a hard gate. Per Ed's feedback: "Is this a 50x or 100x? A lot of this is very subjective... Can you automate all that? I'm not sure." The TPS informs human judgment but doesn't replace it. Contrarian opportunities may score lower but still be worth pursuing.
| TPS Range | Meaning | Suggested Action |
|---|---|---|
| 4.5 - 5.0 | Exceptional upside signals | Priority deal, full diligence |
| 3.5 - 4.4 | Strong potential signals | Proceed with enthusiasm |
| 2.5 - 3.4 | Moderate signals - execution dependent | Discuss with partners; may still be worth it |
| 1.5 - 2.4 | Challenging signals | Requires compelling contrarian thesis |
| 1.0 - 1.4 | Multiple headwinds | Unlikely fit, but discuss exceptions |
| TAM Score | True Potential | Interpretation |
|---|---|---|
| High | High | Large capturable market - best case scenario |
| High | Low | Large market but hard to capture - common VC trap |
| Low | High | Small market today but can expand - hidden gem |
| Low | Low | Small and constrained - pass |