Abstract desktop workspace showing AI workflow panels and productivity interfaces.

Ryan Aditya's curated AI stack

Practical AI tools for faster work.

A focused collection of assistants, automations, and creative systems I use for research, content, analysis, and everyday productivity.

18 tools tracked
5 workflow groups
Weekly updates planned

Directory

AI tools by job

W Writing

Draft Studio

Turns rough notes into polished drafts, outlines, emails, and reusable content snippets.

Core tool
R Research

Research Desk

Collects source material, extracts useful claims, and keeps citations tied to notes.

Core tool
A Automation

Workflow Agent

Runs repeatable multi-step tasks across apps, files, and recurring business processes.

Automation
D Data

Data Analyst

Explores spreadsheets, summarizes drivers, and converts raw data into executive notes.

Analysis
C Creative

Visual Lab

Generates campaign images, mockups, textures, thumbnails, and concept directions.

Creative
M Research

Market Scanner

Tracks products, competitors, positioning, and changes worth reviewing each week.

Research

Loan analytics

Ask the KPI chatbot

KPI Bot

Ask about approval rate, funding rate, loan purpose mix, credit bands, monthly trends, or amount totals.

Answers are calculated from predefined Python metrics against the uploaded loan data.

Workflow

From idea to useful output

The best tools are grouped by outcome: collect context, shape the work, generate a first pass, review the result, then save the useful pieces.

  1. 01Capture source material
  2. 02Choose the right assistant
  3. 03Review and refine output
  4. 04Save reusable prompts

Contact

Have a tool I should test?

Send Ryan the name, use case, and why it deserves a spot in the directory.

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