Boosting Productivity with AI Prompt Chaining: A Practical Guide

Описание: In this video, we explore the concept of prompt chaining and how it can be applied to streamline repetitive tasks. I'll share my personal workflow and demonstrate how these techniques helped me significantly reduce my manual workload. You'll learn how to connect multiple AI prompts to handle complex projects more efficiently

This is the exact workflow:

▶ PROMPT 1 — Extract Data
Forces AI to pull every asset, liability and cash flow source into a clean structured table. No hallucinations. Just numbers.

▶ PROMPT 2 — Score Risk
Takes that table and scores it against your firm's credit policy as hard constraints. Liquidity, collateral, DTI — nothing skipped.

▶ PROMPT 3 — Write Report
Weaves the extraction and risk score into a professional credit memo in your house style. Consistent across every single application.

The trick behind each prompt is the RECAP framework:
R — Role (a specific expert, not a job title)
E — Examples (show perfect output before it starts)
C — Context (actual data, not a description)
A — Ask (one task only)
P — Produce (exact format required)

Result: All 23 applications done by Wednesday afternoon — one full day early. 30+ hours of manual analysis saved. Team turnaround time cut by 70%.

⬇ Full 3-prompt workflow structure in the pinned comment below.

⏱️ Timestamps
00:00 The Million-Dollar AI Mistake
01:12 Atomic Context Framing
01:36 The R.E.C.A.P. Method Explained
02:26 Step 1: Extracting Ground Truth Data
03:34 Step 2: Automated Risk Scoring
03:52 Step 3: Writing the Final Report
04:12 The 30-Hour Result & Team Impact
04:57 Build Your AI System

📚 Want more AI systems like this?
→ The AI Chief of Staff: Executive Workbook (FREE): https://gumroad.com/l/frwxt
→ The AI Chief of Staff: Executive Prompt Vault: https://gumroad.com/l/hiniqm
🔜 Master Book covering the full RECAP system + Prompt Chaining — coming soon. Comment below to get notified.
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