Problem
Building a machine learning model takes 10-12 weeks, but 70-80% of that time is spent on manual tasks—business understanding, data extraction, and feature engineering—that rely on experienced data scientists. Existing tools only automate the final step model training, leaving the most time-consuming steps untouched, creating bottlenecks and limiting scalability.
Solution
Assertion AI automates the entire ML development process—from business understanding to deployment—eliminating bottlenecks and making AI accessible to everyone. Our GenAI and reasoning based plugin delivers production-ready ML pipelines within an hour, replacing weeks of manual effort with automation that thinks like a data scientist.
Thinking
Thinks like a data scientist, powered by Generative AI and LLMs.
Automation
Automates SQL generation, feature creation, and Python-based workflows.
Customization
Tailors every solution to the specific business context.
Deployability
Delivers deployable Jupyter Notebooks ready for immediate use.
Efficiency
Accelerates workflows by 10x without sacrificing creativity.
Step 1: Define Problem and Data
Define the predictive model you'd like to build and a data dictionary.
Step 2: Call Assertion AI API
It thinks like a data scientist, generates SQL queries, write Python code, define label, features, cross validation, etc. for you.
Step 3: Receive a Production-ready Pipeline.
Get a production-ready Jupyter Notebook, complete with code and documentation.
Data Scientists & Machine Learning Engineers
Eliminate tedious tasks like writing SQL or Python workflows and focus on solving complex problems. Automate feature engineering and get deployable pipelines in minutes.
Data Science Leaders & Team Managers
Scale your team’s capacity without additional headcount. Deliver faster, consistent machine learning results while maintaining high-quality standards.
Executives & Business Decision-Makers
Accelerate decision-making by turning business questions into actionable insights at lightning speed. Save time, resources, and drive ROI with AI-driven workflows.