Harada Flow Foundations + 128-Prompt Library
Transforming Accounting Through Progressive AI Mastery
A Progressive System Built on Harada Flow Foundations
The Productivity (Deliverables) Harada Matrix drives the deliverable prompts you'll execute at each belt.
The Performance (Metrics) Harada Matrix drives the metric-driven, expert-informed prompts you'll use for commentary, QA, and proof of ROI.
Prompts unlock progressively: 16 prompts per belt × 8 belts = 128, with Gray Belt laying the groundwork.
Each belt lists: Mission → What you build → Library unlock → Metrics & proof → Pass criteria.
Progressive Mastery from Foundation to Firm-Wide Deployment
Create the two Harada matrices that become the engine for every CPA deliverable and every performance claim thereafter.
Orientation only (no new prompts yet). Map each deliverable/metric to the relevant prompt packs.
Baseline time/cost per deliverable; baseline error rate; baseline Freed Payroll.
Matrices completed, top-20 deliverables prioritized with ROI score, measurement plan documented.
Leverage LLMs without integrations to draft, explain, and standardize faster.
5 reusable micro-workflows:
Communication & documentation pack.
≥30% reduction in drafting time; reviewer satisfaction (qualitative) + samples.
Before/after artifacts showing time saved and quality maintained.
Turn goals into a month-end close action plan with role hand-offs and AI guardrails.
Planning & close orchestration pack.
Close cycle time ↓ ≥20%; rework rate stable or ↓.
Executed plan + one close completed using the checklist and prompts.
Build knowledge that learns from your own corpus (policies, COA, prior memos).
Knowledge & policy pack.
Time-to-answer policy questions ↓ ≥50%; citation accuracy tracked.
10 Q&A traces with sources; zero hallucinated citations in review.
Use AI to challenge the numbers, not just narrate them.
Assurance & critique pack.
Review time ↓ ≥30%; issues-found per 1,000 lines ↑ (without false positives spike).
One period's analytics review signed-off with AI-generated working notes.
Convert individual tasks into end-to-end processes with human-in-the-loop QA.
Transactions & throughput pack.
Touches per transaction ≤1; proposed coding accuracy ≥98% after reviewer.
One AP/AR stream live for a full cycle with metrics captured.
Connect controller operations to CFO insights (and, where relevant, Tax/Audit).
FP&A & CFO narrative pack.
Forecast MAPE ≤10% on near-term buckets; prep time <60 minutes per refresh.
2 consecutive weekly updates with documented accuracy and variance commentary.
Reproduce high-value deliverables so the firm controls speed and cost.
Audit & Tax deliverables pack.
PBC completion rate ↑ ≥25%; prep time ↓ ≥50%; write-downs ↓.
One engagement completed with the reversed deliverable set and QA sign-off.
Institutionalize AI as an operating system—governance, training, and ROI compounding.
Governance, deployment & coaching pack (completes all 128).
Firm-level Freed Payroll ≥15%, stable or improved QA error rate, reduced cycle times across at least 3 processes, uplift in NPS or write-downs.
Charter adopted, catalog deployed to >70% of targeted roles, dashboard live, capstone audit passed.
Progressive Competency Development
→ White & Yellow (foundation + action plans)
→ Orange (knowledge ops / policy citers)
→ Green (analytics review & challenge prompts)
→ Blue (AP/AR & close orchestration)
→ Brown (Controller↔CFO, plus Tax/Audit links)
→ Red (PBC, WTB, tax packs)
→ Black (governance + firm-wide deployment)
Progressive Learning Path for Maximum Impact
No integrations—pure promptcraft that any CPA can run today.
Your matrices + firm corpus make answers faster and safer.
Chain micro-wins into end-to-end flows that touch real throughput.
Reverse-engineer deliverables so you're not bottlenecked by vendors.
Governance, dashboards, and a staffed catalog keep the gains compounding.
Measurable Impact at Every Belt Level
From Individual Excellence to Firm-Wide Transformation
If you want this turned into a one-pager (belt cards with "mission / deliverables / KPIs / pass"), say the word and I'll ship it in your house style.
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