WorkplaceAI Gizmos & Gadgets

The True Cost of Manual Incident Response

Every minute an incident runs is engineering time and, often, revenue-impacting downtime. Enter your numbers and see the real annual figure. Every calculation is shown below, so you can check the math.

Your numbers

Incidents per month — across all severities

Average minutes to resolve (MTTR) — alert to resolved

Engineers involved per incident — on the call, on average

Fully-loaded hourly engineering cost — wage plus overhead

Revenue or productivity cost per minute of downtime — set to 0 if not customer-facing

Your annual cost of manual incident response

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Engineering time$0

Downtime impact$0

Incidents per year0

Engineer-hours per year0

Model automation

Industry research on AI-assisted IT operations reports 31% fewer critical incidents and roughly 28% faster mean time to resolution on average. These default to that range; adjust if your environment differs.

MTTR reduction — faster correlation, runbook-grounded triage

Incident volume reduction — pre-approved self-healing for low-severity issues

Modeled annual saving

—

What it returns against the price

Based on your inputs and the reductions you modeled above. Savings only — this automation lowers cost and downtime, it does not generate revenue, so nothing here claims it does.

Automation price ($, one-time):

Pays for itself in

—

Price ÷ your modeled saving

First-year net

—

Modeled saving − price

First-year return

—

Modeled saving ÷ price

Show the math

Engineering time = — Downtime impact = — Total = — Modeled cost after automation = —

Why volume reduction is capped conservatively: The default assumes automation only auto-remediates pre-approved, low-severity issues, verified before closing, never Severity 1–2 incidents. That is why the volume reduction slider tops out well below the MTTR reduction, real incidents at higher severity still need a human, exactly as they do today.

Seeing a number worth fixing? The WorkplaceAI Incident Response / IT-Ops Agent correlates alerts, synthesizes root cause against your own runbooks, and self-heals only pre-approved, low-severity issues, verified healthy before closing, escalated to a human if not.

Get the Incident Response Agent on Gumroad →

This calculator is an estimate, not a quote. It uses only the numbers you enter and the reductions you set. Actual results depend on your incident mix, severity distribution, and how you configure any automation. WorkplaceAI shows the full formula above so you can check every step yourself.