// AnalystEdge Systems

Workflow Library

Operational workflow systems and frameworks for analysts. Built for recurring use, not one-time prompts.

Workflow Packs  ·  Reporting Systems  ·  Dashboard Planning  ·  Automation  ·  Templates

// ANALYST INFRASTRUCTURE
// the approach

Most analysts do not need
more prompts

Individual prompts are useful but disposable. You run them once, forget them, and recreate from scratch next time.

What creates real operational leverage is a repeatable system. A structured workflow you run consistently, improve over time, and hand off without rebuilding.

Every resource in this library is built around that principle. Not prompts. Systems.

One-time setup

Build the workflow once. Run it every week without rebuilding it.

Team-ready

Documented systems that work across analysts without relying on institutional memory.

Compounds over time

Each use improves the system. Better context, better outputs, better results.

// free resources

Start here. No cost.

Practical systems you can use immediately.

Workflow Pack
Free Download

AI Workflow Starter Pack

25+ practical AI workflows for SQL debugging, stakeholder reporting, dashboard planning, data cleaning, and analytical reasoning. Copy/paste ready with real analyst examples.

Best for Analysts starting with AI who want practical, immediately usable workflows
What's included
  • 25+ copy/paste AI workflows
  • SQL debugging and optimization systems
  • Reporting prompt frameworks
  • Dashboard planning templates
  • Data cleaning checklists
Get the Free Pack →
// workflow packs

Workflow Systems
& Frameworks

Structured prompt libraries and workflow frameworks for specific analyst use cases.

Prompt Library
$27

50 Advanced Analyst Prompts

50 structured prompts covering EDA, SQL, Python, data visualization, stakeholder reporting, and career communication. No overlap with the free pack.

Best for Analysts who have used basic AI prompts and want a more structured, categorized system
What's included
  • 50 categorized advanced prompts
  • EDA and pattern recognition workflows
  • Python and SQL optimization systems
  • Stakeholder communication frameworks
  • Career and communication prompts
View Workflow Pack →
Course Workbook
$47 · Most Popular

AI Workflows for Data Analysts

A 42-page practical workbook covering 6 modules of AI workflows. Real prompt templates, exercises you complete with your own data, a 30-day action plan, and a capstone project.

Best for Analysts who want a structured, end-to-end system for integrating AI into their full workflow
6 modules included
  • AI Foundations: the CRAFT framework
  • Data Cleaning: reusable pipeline systems
  • Exploration: EDA and hypothesis workflows
  • SQL and Python: write, debug, automate
  • Reporting: stakeholder communication systems
  • Capstone: 30-day action plan
See What's Included →
// sql systems

SQL workflow
infrastructure

Structured systems for faster, more accurate SQL work.

Ebook + System
$19

AI-Assisted SQL: Write Better Queries Faster

A practical guide to using ChatGPT and Copilot for SQL work. Covers query generation, debugging, optimization, and validation workflows with 20 real-world examples across Snowflake, BigQuery, and PostgreSQL.

Best for Analysts who write SQL regularly and want a structured AI-assisted debugging and generation system
What's included
  • Structured SQL generation framework
  • Debug-first prompt system
  • Query optimization workflows
  • 20 real Snowflake / BigQuery examples
  • Data validation query templates
Explore System →
// coming soon

Systems in
development

Operational frameworks currently being built. Early access available for newsletter subscribers.

// Roadmap preview. Not yet available.
In Development
Reporting Systems

Stakeholder Reporting System

A complete recurring reporting workflow. From raw data to polished stakeholder update. Includes reusable prompt templates and formatting frameworks.

// Notify me on launch
In Development
Dashboard Planning

Executive Dashboard Blueprint

A structured framework for planning dashboard layouts, KPI hierarchies, and narrative flow before touching any BI tool.

// Notify me on launch
In Development
Analytical Frameworks

KPI Interpretation Framework

A repeatable system for contextualizing metric changes. Covers baseline comparison, driver attribution, and stakeholder framing.

// Coming Q3 2025
In Development
Automation

Analyst Automation Kit

Make and Zapier workflow templates for automating recurring reports, data pulls, and AI-generated summaries.

// Notify me on launch
In Development
Python Systems

Python Data Pipeline Templates

Reusable pandas and Python templates for data cleaning, transformation, and analysis. AI assistance built into every step.

// Coming Q4 2025
In Development
Career Systems

Analyst Communication Playbook

Structured frameworks for stakeholder communication, presenting analysis to executives, and building analytical credibility.

// Notify me on launch

// Get notified when new systems are released.

Free newsletter. No spam. Early access when systems launch.