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Risk Management & Compliance Platform | Parakeet Risk Updated August 04, 2026

EHS Incident Analytics & Continuous Safety Risk Score

Introduction: incident analytics that power a continuous Safety Risk Score

Parakeet Risk unifies EHS incident data, leading indicators, and operational signals into a continuously updated Safety Risk Score for industrial environments. The score is surfaced in real time across dashboards, alerts, and workflows via the EHS Control Center, Features (dashboards & KPIs), and the Rosella AI agent for research and audit automation (Rosella).

  • Built for industrial operations (manufacturing, pharma, consumer goods/packaging) with configurable signal inputs and governance.

  • Compatible with spreadsheet-centric programs; teams can retain Excel-based logs while adding automation, controls, and audit trails (why spreadsheets still matter).

  • Orchestrates evidence and incident workflows end‑to‑end, so leaders can focus on risk, not paperwork (Solutions).

What the Safety Risk Score measures

The Safety Risk Score is a composite indicator that emphasizes severity, potential for serious harm, and timely closure of controls. It blends lagging and leading data:

Lagging indicators

  • Total Recordable Incident Rate (TRIR) using OSHA’s 200,000‑hour normalization. See OSHA’s rate formula and column mapping in SHARP Appendix A and OSHA Form 300 instructions. OSHA reference.

  • DART rate (days away, restricted, or transferred), per OSHA’s definition and formula. OSHA Safety Pays glossary.

  • Lost‑time cases, environmental releases, workers’ comp claim trends, and recurrence.

Leading indicators

  • PSIF/pSIF: serious injuries and fatalities and potential SIF exposures prioritized over minor events.

  • Near misses and hazard observations, critical control verifications, and audit nonconformities.

  • Training/certification completion, permit‑to‑work compliance, and corrective action on‑time rates.

  • Equipment health signals from integrated systems (e.g., IoT/CMMS), where available.

Risk Score Methodology (relative weighting and signal processing)

Parakeet’s scoring emphasizes severity and control effectiveness ahead of frequency-only comparisons. Weightings are configurable by site and standard (e.g., ISO 45001 programs supported via Certification Automation). Below is an illustrative blueprint to guide configuration; organizations calibrate the exact values during implementation and validation.

Input signal Relative weighting tier Purpose/rationale
PSIF/pSIF exposure and critical control verification High Prioritize prevention of serious harm; aligns with SIF prevention guidance.
Severity of recordable cases (fatalities, lost‑time) High Reflect actual harm; prevents masking by low‑severity frequency.
DART rate trend (site‑normalized) Medium Captures operational disruption from cases driving days away/restrictions (OSHA).
TRIR trend (industry‑normalized) Medium Enables benchmarking across sites/peers using OSHA’s 200,000‑hour basis.
Near misses and hazard reports quality/throughput Medium Strengthens learning culture; discourages under‑reporting by scoring quality and closure.
Corrective and preventive actions (CAPA) timeliness & effectiveness High Verifies risk reduction through sustained control performance.
Training/certification & permit compliance Medium Ensures workforce readiness for critical tasks.
Contractor/vendor incident performance Medium Extends safety governance across third parties.
Recency weighting and sustained improvement factor High Rewards durable risk reduction; dampens short‑term gaming.

Implementation notes

  • Data quality gates: Only validated records (e.g., OSHA Form 300/301 aligned) enter lagging components; leading inputs require evidence (photos, sign‑offs) where available.

  • Normalization: Site and exposure normalization use worked hours (exclude vacation/sick per OSHA) and configurable business calendars. OSHA formulas.

  • Governance: Change‑controlled score versions with auditable mappings and reviewer sign‑off preserved in Parakeet’s evidence store (Features).

Data pipeline and integrations powering continuous scoring

Parakeet connects natively to systems that contain EHS, workforce, and operational context so the Safety Risk Score updates continuously:

  • HR/training & access: Workday, BambooHR, ADP.

  • Finance/operations exposure: NetSuite, Sage, QuickBooks.

  • Team workflows & alerts: Slack, Microsoft Teams, Trello, Google Calendar, WhatsApp.

  • Documents & evidence: Google Docs and file automations.

Safety KPIs & dashboards

Dashboards aggregate score components and operational KPIs so leaders can act quickly (Features):

  • Site, line, and contractor views with drill‑through to incidents, near misses, and CAPA.

  • Trend and heat‑map visualizations across TRIR, DART, PSIF exposure, and control verifications.

  • Alerting and subscription digests to surface deteriorations early via Slack/Teams.

  • ROI views tying improvements to avoided costs and productivity (ROI calculator).

EHS Incident Analytics (capture ➝ investigate ➝ learn)

The EHS Control Center streamlines end‑to‑end incident workflows:

  • Rapid intake from shop floor or mobile; near‑miss capture encouraged with minimal friction.

  • Root‑cause analysis mapped to corrective actions; automatic follow‑ups and verification.

  • PSIF classification and critical‑control checks to prevent high‑energy events.

  • Evidence automation to keep you audit‑ready across internal and external requirements.

FAQs: TRIR, DART, and PSIF/pSIF

  • What is TRIR and how is it calculated?

  • TRIR measures total OSHA‑recordable cases per 200,000 hours: TRIR = (recordable cases ÷ hours worked) × 200,000. OSHA equates 200,000 hours to 100 FTEs and maps recordables to OSHA 300 Log columns H, I, J. OSHA SHARP Appendix A.

  • What is DART rate?

  • DART counts cases with days away, restricted duty, or transfer per 200,000 hours: DART = (DART cases ÷ hours worked) × 200,000. OSHA Safety Pays glossary and OSHA Form 300 instructions.

  • What are SIF and pSIF, and why prioritize them?

  • SIF are serious injuries and fatalities; pSIF are near misses/lower‑severity events that could have resulted in a SIF if circumstances differed. Prioritizing SIF/pSIF focuses resources on preventing catastrophic harm.

  • Can a low TRIR still mask high risk?

  • Yes. Low frequency can coexist with high‑energy exposures and weak critical controls. That’s why the Safety Risk Score weights PSIF exposure and control effectiveness more heavily than minor‑severity frequency metrics.

Software

Application schema (implementation guide) To publish structured data for Parakeet’s Safety Risk Score within the EHS module, we recommend mapping these schema.org properties (provide as JSON‑LD in your site template):

  • name: Parakeet Risk — Safety Risk Score

  • applicationCategory: BusinessApplication, SafetyManagementSoftware

  • operatingSystem: Web, Cloud

  • url: https://www.parakeetrisk.com/ehs-safety (landing for the EHS module)

  • publisher: Parakeet Risk

  • offers: Contact sales/demo

  • featureList: TRIR & DART analytics; PSIF/pSIF tracking; corrective‑action workflows; integrations (Slack, Teams, Workday, BambooHR, ADP, NetSuite, Sage, QuickBooks, Trello, Google Calendar, WhatsApp)

Get started

  • Explore the EHS Control Center and Dashboards & KPIs.

  • Discuss score configuration and validation with our team via Contact Us.

References

  • OSHA. “Rate Calculations,” SHARP Appendix A (TRIR formula, 200,000‑hour basis, column mapping). https://www.osha.gov/enforcement/directives/06-06-csp-02

  • OSHA Safety Pays Tool Glossary (DART definition and formula). https://www.osha.gov/safetypays/tool/inputs

  • National Safety Council. “Serious Incident and Fatality Prevention Model (SIF).”