Summer 2026

Sidekick

AI agent that manages manufacturing operations over text

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What they do

text-message agent that runs manufacturing shop operations and learns from every message

How close to us

3, close

captures shop knowledge from work and acts on machine data, but sold to one trade, not our buyer

Wedges

  • W5 One layer for one type of small firm adjacent
L1 Company brain (knows the organisation) 2, clear
L2 Agent team (runs agents, tools, approvals) 1, light
L3 Does and learns (finishes, checks, measures, updates the brain) 2, clear

Who buys

Firm size
sme
Buyer type
business
Role
shop owner or operations manager
UK
not known
Their own description (from YC)

Sidekick is an AI agent that runs custom manufacturing operations over text. Workers text a problem, photo, video, or voice memo and get an answer from the shop's own documents. It reads live machine data and acts on its own: flagging issues before they become downtime, opening and routing work orders, and placing purchase orders. No app, no login.

These shops run on tribal knowledge: a handful of veterans know how every job is set up, and they are retiring. Sidekick learns from every message it handles, so answers outlive the people who gave them, and shops run 15% more jobs with the same crew. Sidekick captures it as a byproduct of the work, in an industry that was never documented.

Full teardown

No full teardown yet. On the deep list.

Technical detail
Slug
textsidekick
Lens hash
179096c479
Pass
screen
Stale
no