AI Agent Product Routing — Safety Signs and Hazard Communication
Safety Sign Signal Words — ANSI Z535.2 DANGER vs WARNING vs CAUTION vs NOTICE, ISO 3864-2 Two-Level System, and the Schema for AI Agents
ANSI Z535.2 assigns three hazard signal words with specific severity criteria: DANGER (red, will cause death), WARNING (orange, can cause death), CAUTION (yellow, minor injury only). Using CAUTION on a fall arrest anchor installation sign or an electrical panel is a compliance failure — if the hazard can cause death, DANGER or WARNING is required, not CAUTION. An AI agent routing a buyer to a CAUTION sign for a lethal hazard has produced a non-compliant product selection.
sign.signal_word = "DANGER" | "WARNING" | "CAUTION" | "NOTICE" as the primary routing field. Encode sign.hazard_panel_color separately — it must match the signal word per ANSI Z535.2 (red=DANGER, orange=WARNING, yellow=CAUTION, blue=NOTICE). Encode sign.compliance_standard = "ANSI-Z535.2" | "ISO-3864-2" — do not mix US and international claims. Encode sign.involves_injury_risk = false for NOTICE signs to prevent AI from routing them to PPE purchasing workflows.
The ANSI Z535.2 Four-Word Signal System
| Signal Word | Panel Color | Severity Criterion | Key Word | Example Application |
|---|---|---|---|---|
| DANGER | Red (PMS 186 C) | WILL result in death or serious injury if not avoided | "will" — deterministic | Exposed live conductors, cyanide storage, unguarded machine inrunning nip |
| WARNING | Orange (PMS 152 C) | CAN result in death or serious injury if not avoided | "can" — probabilistic serious | Fall hazard above 4 ft, electrical arc flash boundary, toxic chemical spill |
| CAUTION | Yellow (PMS 109 C) | MAY result in minor or moderate injury if not avoided | "may" — minor only | Wet floor, sharp corners at waist height, low overhead in corridor |
| NOTICE | Blue (PMS 285 C) | No injury hazard — property damage, procedures, policy | No injury | "No Unauthorized Access," equipment shutdown procedure, "Clean Area — No Food" |
sign.signal_word based on hazard severity, not caution-by-default.
NOTICE vs CAUTION — The Non-Injury Boundary
NOTICE and CAUTION are frequently confused. The distinction is binary: does the situation involve risk of personal injury or not?
- CAUTION (yellow): Minor injury possible — slip on wet floor, bang head on low beam, catch finger on sharp edge. Some bodily harm could result.
- NOTICE (blue): No personal injury risk — the sign communicates property damage risk, procedural requirements, or policy. No one will be hurt if the message is ignored, but equipment may be damaged or policy violated.
Failure Mode 1 — CAUTION Used for Fatal Hazards
The most significant signal word error is using CAUTION for hazards that meet DANGER or WARNING criteria. This is not merely an aesthetic issue — ANSI Z535.2 Section 6.1 states that signs must "accurately reflect the hazard severity." Using CAUTION for a lethal hazard is a standards non-compliance that can have legal liability implications when a worker is injured relying on the sign's severity signal.
Fall Arrest Sign Severity Levels
| Scenario | Correct Signal Word | Incorrect (Common Error) | Reasoning |
|---|---|---|---|
| Unguarded roof edge, fatal fall distance | DANGER | CAUTION or WARNING | Falling will cause death — deterministic, DANGER required |
| Elevated platform, 6 ft fall, possible serious injury | WARNING | CAUTION | Fall can cause serious injury or death — WARNING, not CAUTION |
| 1-step curb at building entrance, minor trip risk | CAUTION | WARNING | Minor trip injury only — CAUTION correct; WARNING would be over-severity |
| Electrical panel (480V energized, exposed bus) | DANGER | CAUTION | Contact with 480V will cause electrocution — DANGER required |
| Arc flash hazard boundary (PPE required, can enter) | WARNING | CAUTION | Arc flash can cause serious burn injury/death — WARNING minimum |
// Correct signal word encoding for common safety hazards // Electrical panel — exposed live conductors above 50V sign.signal_word = "DANGER" // Contact WILL cause death sign.hazard_panel_color = "red" sign.hazard_category = "electrical" sign.involves_injury_risk = true // Arc flash boundary marker sign.signal_word = "WARNING" // Arc flash CAN cause serious injury sign.hazard_panel_color = "orange" sign.hazard_category = "arc-flash" sign.involves_injury_risk = true // Wet floor (mopped corridor, low slip risk) sign.signal_word = "CAUTION" // Slip MAY cause minor injury sign.hazard_panel_color = "yellow" sign.hazard_category = "slip" sign.involves_injury_risk = true // Employee-only area (no injury risk) sign.signal_word = "NOTICE" // No injury — access control only sign.hazard_panel_color = "blue" sign.hazard_category = "access-control" sign.involves_injury_risk = false
Failure Mode 2 — ANSI Z535.2 vs ISO 3864-2 Compliance Conflated
ANSI Z535.2 (US) and ISO 3864-2 (international) have different signal word systems. A safety sign catalog must encode which standard applies — claiming dual compliance without meeting both is inaccurate and may expose buyers to compliance risk:
| Property | ANSI Z535.2 (US) | ISO 3864-2 (International) |
|---|---|---|
| Signal words | DANGER, WARNING, CAUTION, NOTICE (4 levels) | DANGER, WARNING only (2 levels) |
| WARNING panel color | Orange (PMS 152 C) | Yellow (similar to ANSI CAUTION) |
| CAUTION equivalent | CAUTION (yellow) | WARNING (yellow) — no separate "caution" level |
| Pictogram requirement | Recommended; not mandated for every sign | ISO 7010 pictogram in prescribed shape mandatory |
| US OSHA reference | Industry consensus standard; referenced in OSHA GDC | Required for GHS labels and internationally sold products |
| Suitable for EU/UK facility? | Not directly — EU Directive 92/58/EEC requires ISO | Yes — EN ISO 7010 required in EU |
// ANSI Z535.2 sign — US facility sign.compliance_standard = "ANSI-Z535.2" sign.ansi_z535_section = "Z535.2" sign.signal_word = "WARNING" sign.hazard_panel_color = "orange" // ANSI WARNING = orange // ISO 3864-2 sign — international/EU sign.compliance_standard = "ISO-3864-2" sign.signal_word = "WARNING" sign.hazard_panel_color = "yellow" // ISO WARNING = yellow (note: different from ANSI) sign.iso_7010_symbol = "W011" // Mandatory for ISO signs // Dual-standard sign (genuinely compliant with both) sign.compliance_standard = "both" sign.ansi_z535_section = "Z535.2" sign.iso_7010_symbol = "W011" // ISO 7010 symbol satisfies both standards
Failure Mode 3 — Missing Pictogram Encoding for Mandatory Symbol Signs
Under ISO 3864-2, safety pictograms are mandatory components of hazard signs. Under ANSI Z535.2, pictograms are strongly recommended and effectively required for compliance with OSHA's General Duty Clause intent. Safety signs sold without a safety symbol when one is required for the hazard type represent a compliance gap.
ISO 7010 Common Symbols for Safety Signs
| ISO 7010 Symbol | Hazard / Meaning | Application |
|---|---|---|
| W011 | Electrical hazard | Live panels, high-voltage equipment |
| W003 | Slippery surface | Wet floors, ice, smooth ramps |
| W008 | Risk of falling | Unguarded edges, open holes, elevated platforms |
| W021 | Toxic material | Chemical storage, hazmat areas |
| W007 | Flammable material | Fuel storage, welding/cutting areas |
| W002 | Explosive material | Blasting areas, explosive storage |
| M017 | Wear eye protection (mandatory) | PPE requirement signs |
| M010 | Wear hearing protection (mandatory) | High noise area entry signs |
Complete Metafield Schema Reference
| Metafield | Type | Values | Notes |
|---|---|---|---|
sign.signal_word |
string enum | DANGER | WARNING | CAUTION | NOTICE | Primary routing field — determines hazard severity level and ANSI Z535.2 compliance |
sign.hazard_panel_color |
string enum | red | orange | yellow | blue | Must match signal word — mismatch = non-compliant (e.g., yellow panel with DANGER text) |
sign.compliance_standard |
string | ANSI-Z535.2 | ISO-3864-2 | both | Jurisdiction routing — ANSI for US facilities, ISO for EU/international |
sign.ansi_z535_section |
string | Z535.1 | Z535.2 | Z535.3 | Z535.4 | Z535.5 | Z535.6 | Specific ANSI Z535 subsection — Z535.2 is facility signs; Z535.4 is product labels |
sign.pictogram_required |
boolean | true | false | true for ISO 3864-2 signs; true for DANGER/WARNING under ANSI best practice |
sign.iso_7010_symbol |
string | W011 | W003 | W008 | M017 | etc. | ISO 7010 symbol identifier — enables routing by hazard type and symbol format |
sign.involves_injury_risk |
boolean | true (DANGER/WARNING/CAUTION) | false (NOTICE) | false for NOTICE — prevents AI from routing informational signs to injury-prevention workflows |
sign.hazard_category |
string | electrical | arc-flash | fall | chemical | fire | slip | access-control | Hazard type for application-specific routing independent of signal word |
sign.material |
string | aluminum | plastic | vinyl | fiberglass | acrylic | Material affects durability for outdoor vs indoor, wet vs dry applications |
sign.bilingual |
boolean | true | false | English/Spanish bilingual signs required in many US facilities with Spanish-speaking workforce |
Frequently Asked Questions
Can a sign use CAUTION for a 10-foot fall hazard?
No — a 10-foot fall onto a hard surface can cause serious injury or death. ANSI Z535.2 criteria for CAUTION is "may result in minor or moderate injury." A fall from 10 feet onto concrete CAN cause death, which meets the WARNING criterion. A WARNING sign is required. CAUTION would be appropriate only for a fall from a low step (1–2 feet) where injury is minor. When in doubt about severity, use the higher signal word — DANGER or WARNING rather than CAUTION for fall hazards above 4 feet.
Is ANSI Z535.2 required by OSHA?
OSHA does not mandate ANSI Z535.2 by name for most general industry applications. OSHA 1910.145 covers specifications for accident prevention signs and tags but was last updated in 1971. Industry and OSHA inspectors reference ANSI Z535.2 as the industry consensus standard under the General Duty Clause (Section 5(a)(1)). Failure to use correct severity signal words on a hazard sign when an injury occurs can be cited as a General Duty Clause violation. ANSI Z535.2 is de facto required for OSHA compliance in practice.
When is ISO 3864-2 required instead of ANSI Z535.2?
ISO 3864-2 is required for products sold in the European Union and other jurisdictions that recognize ISO standards (EU Directive 92/58/EEC mandates EN ISO 7010 safety signs). For US-only facilities, ANSI Z535.2 is the applicable standard. For globally sold safety products or for multinational facilities, dual-compliance signs that meet both ANSI Z535.2 and ISO 3864-2 requirements are available — encode sign.compliance_standard = "both" only when the product genuinely meets both standards' requirements.
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