Factory intelligence · REVIEWED 7 SEPTEMBER 2026

AI stack for manufacturing companies

Connect knowledge, analyse operating evidence and automate controlled hand-offs before attempting high-autonomy production use.

5 reviewed candidates2 lean starting set3 company-size routes

OPERATING PLAYBOOK

One workflow, 5 accountable stages.

01GE

Text AI

Gemini

Analyse manuals, specifications and multimodal operating material.

Why it is here: Best when a buyer already lives in Google Docs, Gmail, Drive and Android workflows.
Access: Free access varies

02n8

Automation AI

n8n

Automate approved data hand-offs between systems.

Why it is here: The automation choice for teams that want deeper control, self-hosting and technical flexibility, provided they can own operations and workflow reliability.
Access: Self-hosted community edition and cloud trial

03GH

Code AI

GitHub Copilot

Build and maintain internal software with review controls.

Why it is here: A safe mainstream pick for developer teams wanting broad IDE support and familiar procurement.
Access: Trial may apply

04PE

Research AI

Perplexity

Research suppliers and technical evidence with sources.

Why it is here: One of the quickest ways to move from a broad question to a source trail, provided the buyer still opens and checks the cited material.
Access: Free tier

05CG

Text AI

ChatGPT

Draft SOPs and training material from approved records.

Why it is here: The strongest general-purpose AI counter for broad daily use, especially when writing, analysis, coding and image understanding need to live in one place.
Access: Free tier

BEFORE ROLLOUT

Three checks that protect the workflow.

01Keep safety-critical control outside general AI tools.
02Validate outputs against engineering and quality systems.
03Pilot on a non-critical line before wider integration.

YOUR NEXT MOVE

Right-size this stack before buying.

Choose small, medium or large company, set the first business priority, then test the top two candidates with the same source material and quality bar.

Open Stack Recommender Compare first two Calculate stack cost