We Make ChatGPT Precise
Risk-aware reasoning frameworks that deliver consistent, clear, actionable insights
About Risilogic
Risilogic transforms ChatGPT from a general conversational tool into a structured decision-making system by applying defined reasoning steps that deliver risk-aware, actionable insights.
Built on modular prompts and structured logic flows, Risilogic is engineered for real-world use — whether in markets, real estate, logistics, or beyond.
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Risilogic Reasoning
Risilogic applies a structured, modular approach to AI reasoning, focused on clarity, reliability, and real-world use.
Framework-Locked System Logic
Risilogic’s domain-specific “Pro” frameworks lock the domain, persona, and reasoning path for each module, ensuring focused and scalable use across industries.
Module-Locked Logic Blocks
Every module follows a strict four-phase sequence — Role, Insight, Strategy, Impact — locking the logic steps GPT must follow to ensure consistent and auditable reasoning flow.
![Each prompt uses a locked [TARGET] placeholder to isolate context and prevent data or logic bleed](https://risilogic.com/wp-content/uploads/2025/07/RISI-Framework-Placeholders-1024x683.webp)
Dynamic [TARGET] Input Lock
Each prompt uses a locked [TARGET] placeholder to isolate context and prevent data or logic bleed between phase sequences, reasoning modules and frameworks.
Dynamic Simulation Logic
Risilogic’s triggers, re-runs and loops iterate analysis under changing assumptions — enabling risk-aware, scenario-based output that reflects how real decisions are made.
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Risilogic Modules
Risilogic modules reduce reasoning drift through locked prompts, [TARGET] isolation, and structured phase logic.
Frameworks
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Modules
210
Across more than 210 internal module executions, outputs remained consistent in structure, scope, and domain relevance.
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The Logic Loop
ProEarnings Framework
Structured earnings analysis engineered for institutional decision-making — forecast reactions, cont…
ProAnalyst Framework Level 1
ProAnalyst is an institutional-grade reasoning system for equity research, executing cold-state logi…
ProTrader Framework Level 1
The ProTrader Framework delivers institutional-grade AI-powered equity market analysis, combining se…
UI Interface — Combined Loop and Scoring Prompt for Level 1 ProLogiRisk Framework
Last Updated: July 18, 2025© 2025 The Richo Edge. All rights reserved. Content copyright timestamped…
Loop Prompt — Update All Level 1 ProLogiRisk Framework Modules and Perform Master Prompt
Last Updated: July 16, 2025© 2025 The Richo Edge. All rights reserved. Content copyright timestamped…
Master Prompt — Summarize All Level 1 ProRealEstate Framework Modules into an Investment Playbook
Last Updated: 17 July 2025 Overview The master prompt synthesizes outputs from all Level 1 ProRealEs…
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