Harmoni’s $10M Series A funding highlights investor interest in practical AI for legacy factories.

Contrasts with greenfield automation startups, emphasizing retrofit of existing 280k US factories.

Describes the rugged magnet‑attachable tablet that bridges old and new equipment.

Explains how the tablet consolidates multiple shop‑floor functions into one interface.

Details the fragmentation of software solutions and Harmoni’s unified edge computing layer.

Introduces HAL, the AI conversational assistant that turns data into interactive intelligence.

Provides a case study of WessDel, showing time savings and compliance benefits.

Cites industry experts on the need for retrofitting solutions for SMMs.

Discusses labor market pressures and how Harmoni augments rather than replaces workers.

Shares the founders’ origin story and motivation from firsthand shop‑floor experiences.

Highlights Harmoni’s differentiation via hardware‑enabled edge gateway versus point solutions.

Outlines a practical rollout plan for manufacturers considering an AI retrofit.