DEMO — Kestrel Precision Works is a fictional metal-fabrication shop. The AI assistant (bottom-right) is real. See other industries →
Manufacturing · floor assistant

The answer your operator needs, before they reach into the machine.

Machine guarding, lockout, PPE and noise, WHMIS, confined spaces, incident reporting. Floor staff get a straight answer from your handbook — with the source, the governing regulation, and a push to the Health & Safety Coordinator whenever it actually matters.

Tap the chat bubble in the bottom-right corner, then try a question below.

Ask it what someone on the floor actually asks

Answered from Kestrel's own documents — with the source shown under each reply.

Try: Can I take the guard off to reach the jam? The machine is stopped — is that the same as locked out? Can I wear gloves at the lathe? Do I need hearing protection in the press area? Where do I find the safety data sheet for the coolant? Someone taped down the two-hand control — what now? What has to happen before I enter the pre-treatment tank? My first-off is out of tolerance. What do I do? A colleague cut their hand badly — what happens now? What goes in a shift handover? Watch it refuse: Does this press need a pre-start review? What's my hourly rate?

Built on rules that were actually checked

Documents reviewed and current as of September 2026

In a machine shop, a confidently wrong answer is an amputation. Every rule in this demo was verified against the published regulation text on Ontario e-Laws — not a blog, not a training vendor, not the model's memory. The assistant names the authority it is relying on and how current it is.

TopicGoverning authorityVersion relied on
Machine guarding — exposed moving partsR.R.O. 1990, Reg. 851 (Industrial Establishments), s. 24Consolidation from 1 Jul 2022; last amendment O. Reg. 374/22
Nip and pinch pointsReg. 851, s. 25As above
Ejected product & waste stockReg. 851, s. 26As above
Emergency stops; controls used as guardsReg. 851, s. 27 & 28As above
Lockout & hazardous energyReg. 851, s. 75 & 76As above
Pre-Start Health and Safety ReviewReg. 851, s. 7 and its Tables. 7 amended by O. Reg. 434/21 and O. Reg. 374/22
PPEReg. 851, s. 79–84As above
Noise & hearing protectionO. Reg. 381/15 (Noise) — 85 dBA Lex,8Consolidation from 1 Jul 2016; no amendments
Confined spacesO. Reg. 632/05 (Confined Spaces)Consolidation from 1 Jul 2016; last amendment O. Reg. 346/15
WHMISR.R.O. 1990, Reg. 860 (WHMIS)Consolidation from 21 Jan 2019; last amendment O. Reg. 3/19
Critical injuries & reportingOHSA s. 51–53.1; O. Reg. 420/21MOL guidance updated 2 Jan 2024

And what it refuses to answer. Where a judgement call belongs to an engineer or a named human, it is deliberately left out — and the assistant says so instead of guessing. Ask it "does this press need a pre-start health and safety review?": the handbook explains what a PSR is and that an engineer must sign it, so the assistant explains that and sends the decision to Engineering rather than ruling on it.

Why a shop would trust it

The failure mode here isn't a slow answer. It's a confident wrong one that costs somebody a hand.

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Only your documents

It answers from your handbook and safety procedures — not the internet. If it isn't in your documents, it won't say it.

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Names the authority

Safety answers come with the governing regulation and how current the summary is — plus a reminder to confirm anything carrying a penalty.

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Won't bless an unsafe shortcut

Ask it whether a guard can come off to clear a jam, whether a stopped machine counts as locked out, or whether a two-hand control can be taped down, and it declines, explains why, and points to a supervisor.

What this demo is loaded with

Nine fictional Kestrel documents. For a real shop, we load your handbook and procedures in their place.

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About These Documents

Sources, authority, currency — and what is deliberately not covered.

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Machine Guarding

Exposed moving parts, nip points, e-stops, two-hand controls, grinding wheels, and when a pre-start review is triggered.

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Lockout & Hazardous Energy

Why stopped isn't isolated, the seven energies on this floor, personal locks, and never removing someone else's.

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PPE, Noise & Hearing

What's required where, the gloves-at-rotating-machinery rule, the 85 dBA limit, and fit testing.

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WHMIS & Chemicals

Labels, safety data sheets, coolant dermatitis, spills, and first aid after an exposure.

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Confined Spaces

What counts as one, the entry permit, the attendant — and why you never enter to pull someone out.

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Incidents & Emergencies

Reporting everything, critical injuries, scene preservation, fire, and the three worker rights.

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Setup, Quality & Handover

Job packets and revisions, first-off inspection, nonconforming parts, housekeeping, shift handover.

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Employee Handbook

Shifts, breaks, pay, fitness for work, respect, training, and how to raise a problem.

Same assistant, different industry

This is one application with a document pack per industry. Swap the documents and the same assistant serves a cleaning crew, a carrier, a warehouse or a machine shop — the grounding, citations and refusal behaviour come along unchanged.