Risk intelligence for EHS professionals

Turn technical risk data into decisions you can defend.

RiskVectors.ai is an AI-enabled platform for industrial hygiene, machine safety, hazardous energy control and the rest of EHS. Recognized methods, traceable calculations, documented assumptions, and outputs ready for professional sign-off.

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RISK RECORD · RV-0142 Illustrative example
DISCIPLINEIndustrial hygiene
EXPOSURE GROUPMaintenance techs, solvent wipe-down
METHODAIHA exposure assessment strategy
DATA9 full-shift samples · lognormal fit
95th percentile vs. OEL 0.38 × OEL
0 50% OEL
EXPOSURE CATEGORYAIHA Category 2 (10–50% OEL)
DECISIONAcceptable · periodic monitoring
✓ Identify ✓ Measure ✓ Analyze ✓ Decide Control Verify
Reviewer sign-off: pending (CIH)
The gap

Most risk tools stop at a number.

The calculation is rarely the hard part. The hard part is a decision that holds up when a regulator, an auditor, or opposing counsel asks how you reached it.

Scattered spreadsheets

Methods live in personal files and one-off calculators. Months later, no one can reconstruct how the number was reached.

AI that can't show its work

A fluent answer without traceable calculations or cited standards is not a professional work product.

Decisions nobody recorded

Risk scores get produced. The acceptance criteria, assumptions, and sign-offs behind them usually don't.

One workflow, every tool

From hazard to verified control, in one record.

Every RiskVectors tool follows the same path and writes to the same structured risk record, so an exposure assessment, a machine risk assessment and a LOTO review can be compared, trended and audited together.

  1. 01

    Identify

    Define the hazard, the scenario, and who or what is exposed.

  2. 02

    Measure

    Bring in sampling data, measurements and inspection findings.

  3. 03

    Analyze

    Apply recognized methods, with every calculation and assumption shown.

  4. 04

    Decide

    Compare against your organization's risk criteria and record the decision.

  5. 05

    Control

    Select controls through the hierarchy and document residual risk.

  6. 06

    Verify

    Confirm controls perform as intended and schedule reassessment.

First release

Three tools that exercise the full workflow.

Built on the methods practitioners already rely on, so the output reads like your work, not a black box.

Exposure Assessment

Characterize similar exposure groups, fit sampling data, compare upper percentiles to OELs, and assign exposure categories with the uncertainty stated.

AIHA exposure assessment strategy · Bayesian decision analysis · OSHA, ACGIH and other OEL references

Machine Safety Risk Assessment

Work through tasks and hazards, estimate risk before and after safeguarding, and determine required performance levels for safety functions.

ISO 12100 · ANSI B11.0 · ISO 13849-1 PLr

Hazardous Energy Control

Map energy sources, build and review machine-specific procedures, and document risk-based alternative methods for minor servicing.

29 CFR 1910.147 · ANSI/ASSP Z244.1 · alternative methods

Starting with EHS. Built for every risk vector.

NEXT IN EHS Ergonomics Chemical risk Robotics and automation Process safety Environmental compliance
BEYOND EHS Physical security Cybersecurity OT/ICS Business continuity
Defensibility by design

Show the math. Cite the method. Sign the work.

Calculations are deterministic and reproducible. AI handles extraction, framing and narrative, always bounded by the calculated results, and every output marks which parts were computed and which were judgment.

Traceable calculations

Every input, formula and intermediate result is visible and exportable.

Standards cited by version

Each result names the method and edition it relies on.

Assumptions and uncertainty

Stated explicitly, not buried, so reviewers can test them.

Your risk criteria

Tolerability matrices, action levels and ALARP thresholds set by your organization.

Professional sign-off

Review and approval are steps in the workflow, not a disclaimer at the bottom.

Exportable work products

Reports ready for clients, auditors and regulators.

For practitioners

More rigorous work, without rebuilding the spreadsheet.

  • Run recognized methods with inputs and assumptions in plain view
  • Spend time on judgment, not formatting and arithmetic
  • Produce reports ready for client or regulator review
  • Keep your professional judgment in control of the conclusion
For EHS leaders

Consistent, auditable risk decisions across sites.

  • One risk record across disciplines, sites and teams
  • Risk acceptance criteria defined once, applied everywhere
  • A portfolio view of open risks, controls and verification status
  • Documentation that stands up in audits and incident reviews
Built by practitioners

RiskVectors.ai is being built by an EHS practitioner who has spent a career producing risk assessments that had to hold up under scrutiny.

MH
Mark Huang, CIH, CHMM, CMSE, QISP Founder · industrial hygiene, hazardous materials, machine safety and EHS compliance
Early access

Help shape the first release.

We're working with a small group of EHS practitioners and teams as design partners. Tell us who you are and which tools you'd use first.

  • Early access to the first three tools
  • Direct input on methods, outputs and report formats
  • Design-partner terms for teams

Which tools would you use first?

We'll only use your details to contact you about RiskVectors.ai.