Momentum – AI-powered team allocation for balanced workloads

Summary: Momentum is an AI-driven platform that helps Engineering Managers and PMs visualize team capacity, detect bottlenecks, and optimize task assignments to improve delivery speed and reduce burnout. It replaces manual spreadsheets by analyzing workflows and providing real-time resource suggestions.

What it does

Momentum uses AI to assess current team assignments, flag over- or under-allocation, predict bottlenecks based on historical velocity, and recommend task distribution to balance workloads and minimize context switching.

Who it's for

It is designed for engineering managers and product managers responsible for resource planning and team capacity management in tech teams.

Why it matters

Momentum addresses the challenge of inaccurate capacity planning by providing data-driven insights that prevent missed deadlines and developer burnout.