Task Planning

Pre-Task Plans Are
A Compliance Checkbox

0%
% PTPs Are Copy-Paste
0%
% Incidents PTP Could Prevent
0
Min Writing Generic PTPs
0
Min With POD
“I audited 200 PTP cards and 183 were identical. Same hazards, same mitigations, just different dates. With POD the AI generates task-specific plans that my crews actually read.”

— Corporate Safety Director, ENR Top 100 Contractor

The Challenge

Before POD

×

91% of PTPs are copy-paste from yesterday

Crews copy the same hazards and mitigations every day regardless of what work they are actually doing. The PTP does not reflect real conditions.

×

Generic hazards not task-specific

Slips trips and falls appears on every PTP whether the crew is doing roofing or finishing drywall. The specificity that prevents incidents is missing.

×

Sign-offs collected without discussion

The foreman passes the PTP card around. Everyone signs. Nobody discusses the actual hazards. It is a signature collection exercise.

×

No connection to the JHA

You spent weeks building Job Hazard Analyses for every activity. The daily PTP should pull from the JHA but paper cards are disconnected from that work.

With POD

Voice-describe today and work

Foreman speaks what the crew is doing today. POD AI generates a task-specific PTP with relevant hazards and mitigations. No more copy-paste.

Task-specific every day

JHA integration

POD pulls hazards and mitigations from your existing JHAs based on the planned activities. The PTP is grounded in your safety planning.

Connected to JHA library

Digital crew acknowledgment

Crew members acknowledge the PTP on their phones. The foreman can verify everyone reviewed it before work starts.

Verified participation

PTP effectiveness tracking

Did the PTP identify the hazard before the near miss? POD tracks the connection between pre-task planning and incident prevention.

Measurable safety impact

Smarter Pre-Task Planning

AI-Generated PTPs

Task-specific pre-task plans generated from voice input and JHA library. Never the same generic card twice.

Hazard Matching

AI matches planned work to known hazards from your JHA database. Surface the risks that matter for today.

Effectiveness Metrics

Track how often PTPs identify hazards that materialize. Measure safety planning effectiveness.

Live Demo

This Is What Real Workforce Intelligence Looks Like

POD tracks hundreds of KPIs from a 5-minute voice report. Here are just 2 of them.

Headcount Tracker

Workforce Headcount

StableFully Staffed
0%Staffed
Electricians0
Iron Workers0
Operators0
Laborers0
Staffing Trend
ActualPlanned
JanFebMarAprMayJun
Current Headcount
Under plan by 160 Stable
0of 160
Fill Rate
0%
Gap
160short
Peak
158May
Avg Staffing
0of 160 plan
0% filled — fully staffed
Peak: 158 at May
Low: 142 at Jan
PODMomentum Score

Momentum Score

POD
0
Accelerating — Velocity: 0.0
Dimensions
Schedule+0.0
Budget+0.0
Quality0.0
Safety+0.0
Momentum0
Velocity0.0
Accel+0.0
Project accelerating — momentum 78, velocity increasing by 3.0/period

These update in real time from a 5-minute voice report. No spreadsheets. No data entry.

Frequently Asked Questions

Make Pre-Task Plans Actually Prevent Incidents

See how POD turns generic PTP cards into AI-powered task-specific safety planning.

Last updated: February 2026