Scale to 100B+ rows
Build data systems that stay fast and reliable even as companies grow into massive row volumes and increasing operational complexity.
Mailer & outbound automation
Use trusted analytical models and cohorts to power outbound email, prioritization, and recurring operational communication.
AI procurement workflows
Build warehouse-native AI workflows for procurement decisions, structured review, and downstream operational execution.
Looker replacement
Replace Looker by migrating roughly 20 dashboards into Polyform and consolidating reporting in one system.
Campaign lead workflow
A workflow that reviews campaigns, finds recent leads, packages them with a download link, and emails the results to customers.
AI recruiter in Slack
A recruiting Slack bot that searches millions of resumes, identifies high-fit candidates, drafts outreach, and returns results to the team.
Inside Polyform
Thoughts, launches, platform updates, and the systems we’re building for modern data and AI operations.
Launching Startup Data Guide
A weekly office hours for you to ask Ahmed Elsamadisi all your questions