Best technical overhead reduction tools in 2025

Modal

Cloud-based service for deploying custom AI models effortlessly.

Databricks

Unified analytics for real-time data insights and collaboration.

Run AI

Automates and accelerates AI workflows for effective resource management.

Agentops

Streamlined development for creating and managing AI agents.

Gradient

Streamlined environment for developing and deploying AI models.

TensorFlow Lite

Lightweight framework for efficient AI model deployment on edge devices.

Dstack

AI container orchestration for efficient resource management.

Amazon EC2

Reliable cloud computing for scalable applications and workloads.

GGML

Efficient tensor library for machine learning on everyday devices.