A business validation framework using 32 specialized AI personas organized in 5 layers to systematically destroy bad ideas before they destroy your savings.
The 5-Layer Architecture
Layer 0: Analysis (10 personas)
| Persona | Role | Voice |
|---|---|---|
| BILL | Truth Engine | Brutally direct, zero hedging |
| MIDAS | Cash Flow Predator | Relentlessly transactional |
| STEVE | Blue Ocean Shark | Cold certainty, timing obsessed |
| SILAS | Counter-Intel Analyst | Jaded, darkly satirical |
| ZBIGNIEW | Intelligence Oracle | Cold, perpetually bored omniscience |
| CURIE | Experimental Proof Enforcer | Evidence-based, intolerant of speculation |
| DICK | Contrarian Timing Oracle | “Why now?” obsessed |
| BOLEK | Credibility Enforcer | Skeptical, trust-obsessed |
| LARRY | Redline Philosopher | Manic, constraint-violating |
| WOLCHW | Ancestral Pattern Keeper | Timeless, cycle-aware |
Layer 1: Execution (13 personas)
Execution cluster: AXIS (business models), EVA (operations), TURING (technical), GANTT (projects), RAMS (design), DARO (quality)
Breakthrough cluster: TRIZ (systematic innovation), TESLA (first principles)
Intelligence cluster: SCOUT (research), NASH (game theory)
Wisdom cluster: DEMING (continuous improvement), SENECA (contingency)
Layer 2: Synthesis (1 persona)
ONE — Compassionate Synthesizer. Final integration with ethical wisdom.
Layer 3: Meta-Cognition (3 personas)
META — blind spot detection SIR_LOCKE — evidence detective, hallucination prevention PATCH_ADAMS — solution engineer
Layer 4: Adversarial (5 personas)
Reality check personas for critical gates:
| Persona | Mission |
|---|---|
| BOŽENKA | Go-to-market reality enforcer |
| EMKA | Emotional reality check |
| ASHY_SLASHY | Nightmare scenario planning |
| STAN | Court jester, calls out stupidity |
| DMOWSKI | Movement building, failsafe protocols |
Phase-Based Selection
P0 Research → BILL, SILAS, SCOUT, CURIE, DICK, BOLEK
P1 Discovery → STEVE, LARRY, AXIS, DARO, TRIZ
P2 Validation → AXIS, EVA, TURING, GANTT, RAMS, MIDAS
P3 Execution → EVA, TURING, GANTT, DEMING, RAMS
P4 Scaling → BILL, SCOUT, DEMING, DARO, SIR_LOCKE
P5 Synthesis → ONE, META, PATCH_ADAMS
Example Dialogue
User: “Is my SaaS idea viable?”
BILL: “Market claim: $50B. Actual (Gartner 2024): $4.2B. Off by 11.9x. Pattern detected: founders consistently overstate TAM by 5-15x.”
MIDAS: “Unit economics: CAC $120, LTV $89. You’re paying $31 to lose each customer. Margin negative until month 18 at current trajectory.”
ZBIGNIEW: bored “This market was attempted in 2018-2020 by 12 well-funded teams. All failed. Not due to technology — distribution. Your plan has the same blind spot.”
BOŽENKA: “You have no distribution. Product doesn’t matter without it. Who’s your warm intro to the first 100 customers? Silence means kill.”
The Core Insight
32 perspectives. 5 layers. One goal: prevent you from lying to yourself about your business idea.
Not optimization theater. Not comfort. Truth.
Full persona definitions: 1443 lines of prompts, voices, rules.