AI Fluency Platform
AI Fluency for
Data & Analytics
Query faster, visualize smarter, and explain results clearly. Master the AI workflows that turn raw data into decisions.
10x
faster exploratory queries
60%
less time writing documentation
4+
hours saved per week
The Problem
Sound
familiar?
- Writing the same types of SQL queries over and over with slight variations
- Spending hours translating technical findings into business language
- Building one-off analyses that nobody can replicate after you leave
AI can handle all of this — if you know how to use it for your actual job. That's what KillerSkills teaches.
Workflows for Data / Analytics
Real tasks, real AI workflows
Every workflow is a step-by-step playbook you can practice with synthetic data, then bring to your real work.
Generate SQL from Natural Language
Describe what you need in plain English and get production-ready SQL queries — with joins, aggregations, and window functions handled automatically.
Explain Analysis Results to Stakeholders
Turn your technical findings into clear, non-technical executive summaries with key takeaways, visualizations, and recommended actions.
Build Data Quality Checks
Generate comprehensive data validation rules, anomaly detection queries, and data quality reports from your schema descriptions.
Create Analysis Playbooks
Document your analytical approach — from hypothesis to methodology to interpretation — so others can replicate and build on your work.
Start Practicing
Top workflows for Data / Analytics
Browse real AI workflows designed for your role. Sign up to practice them step by step.
Write a SQL Query from Natural Language
Convert a business question into a working SQL query
Create an Executive Summary from Data
Turn raw metrics into a compelling narrative for leadership
Data Visualization Recommendations from Dataset
Get AI-powered chart and visualization suggestions tailored to your dataset structure and analysis goals
Write SQL Query from Natural Language
Transform business questions into accurate SQL queries for data analysis
ML Feature Engineering Strategy from Requirements
Transform business requirements into a structured feature engineering plan for machine learning models
3 Steps
How it works
Sign Up as Data / Analytics
Tell us your role and we'll match you with AI workflows designed specifically for data / analytics work.
Practice with Synthetic Data
Follow step-by-step workflows in a safe practice environment. Real-feeling scenarios, zero risk to your actual work.
Earn Fluency Points
Build a fluency score that proves your AI competency. Track your progress, build streaks, and unlock advanced workflows.
Ready to build AI fluency for your role?
Join data / analytics professionals who are learning to use AI for their actual job. Start free, no credit card needed.
Not Data / Analytics?
AI fluency for every role
Every workflow is tailored to your role. Pick yours and see what AI can do for your day-to-day work.
Software Developer
Write, review, and ship code faster with AI pair programming
Product Manager
Research, prioritize, and communicate product decisions with AI
Designer
Generate concepts, iterate on feedback, and document design decisions
Marketer
Create campaigns, analyze data, and produce content at scale
Sales / BD
Research prospects, draft outreach, and prep for calls faster
Operations / PM
Automate reports, streamline processes, and manage projects with AI
Executive / Leadership
Summarize reports, draft communications, and make faster decisions
HR / People
Draft job descriptions, screen candidates, and improve employee comms
Finance
Automate analysis, generate reports, and model scenarios
Customer Success
Respond faster, identify churn risks, and create knowledge bases
Content / Writing
Draft, edit, and repurpose content across channels