Learning Infrastructure
for Engineering Teams
Transform code activities into learning moments. Gradientflo identifies growth areas and supports improvement.
Code Indexing
Automated knowledge distillation. We turn raw commits into high-fidelity neural tokens that power your team's collective intelligence.
How Gradientflo turns code into capability
Your Code
Connect your GitHub repositories, pull requests, commit history, and issue systems. Your code is the source of truth.
Codebase Understanding
Gradientflo maps structure and changes in your codebase, showing what changed and why it matters.
Team Growth
Learning moments turn into lessons and measurable progress. Delivery improves as understanding grows.
Gap Detection
Every meaningful change is checked for knowledge gaps and learning opportunities. Learning moments are detected automatically from real work.
Nine signal sources. Zero manual tagging.
Automation that runs your learning system
Learning lives inside the project not outside it
Traditional learning systems sit outside delivery. Gradientflo embeds learning directly into the codebase and workflow.
- Learning is triggered by PRs not courses
- Context comes from the actual repository
- Knowledge stays current because the code changes
Learning Velocity Index
Application Rate
Knowledge Graph Coverage
Concept Retention Over Time
78%
Track how quickly skills move from learning to application in real work.
Fits into the tools your teams already use
Gradientflo integrates directly into your existing engineering and planning stack. No new process. No learning portal. No workflow disruption.
Why Gradientflo for Enterprise
Security, compliance, and scale—designed for organizations that take learning infrastructure seriously.
SOC 2 Aligned
SSO & RBAC
Data Isolationt
White Glove
DESIGNED AND BUILT BY
THE Super cool! PEOPLE OF Gradientflo 🩵