AI automation for manufacturing
For manufacturers, the highest-value automation is usually production and quality reporting, syncing data between the ERP and the shop floor, structured shift handoffs, and keeping process and machine documentation current and searchable.
By Jake Goldman, Dartmouth-trained founder of Terso AI · Published 2026-07-01 · Updated 2026-07-01
Why does reporting and visibility matter most here?
If production and quality data is compiled manually into end-of-shift or end-of-week reports, automating that pull into a live dashboard surfaces problems while they're still cheap to fix, not after the run is done.
This is usually the highest-leverage first build because it reuses data you already capture, just not in a usable form yet.
How does automation reduce duplicate data entry?
If the same production or inventory data is entered once on the shop floor and again in the ERP, syncing those systems removes a source of both wasted hours and data errors that ripple into planning.
This is a foundational build that other automation, like reporting or scheduling, typically depends on.
Can shift handoffs be automated?
If shift handoff notes are verbal or scattered across paper, a structured digital handoff captures what the next shift needs to know, reducing repeated questions and issues that fall through the crack between shifts.
This is a fast, low-cost build since it mostly formalizes a process that already exists informally.
What about process and machine documentation?
If process knowledge lives with a few experienced operators, moving it into a searchable knowledge base reduces the risk of that knowledge walking out the door and speeds up training for new hires.
This is especially valuable ahead of retirements or turnover on a floor with specialized equipment.
Frequently asked questions
Does this replace our ERP or MES system?
No. Terso builds integrations and automation around your existing ERP, MES, and shop-floor systems rather than replacing them.
Will this require new hardware on the floor?
Usually not for the reporting and data-sync opportunities above. Any hardware need is scoped explicitly during the audit and roadmap phase.
How is sensitive production data handled?
Access to any connected system is least-privilege and audit-logged, and your data is always yours, exportable any time.
What's the fastest opportunity to prove value?
Production and quality reporting is usually the quickest win because it typically reuses data you already collect.
Related industries
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