AI Workflow Calculator

What would one optimized workflow give back?

Use this to evaluate repetitive information work before scoping an AI workflow assessment or pilot. The goal is not a perfect ROI claim. It is a practical estimate of time, cost, and payback.

Time saved

Annual hours and workdays

Cost optimized

Staff-time and rework value

Payback

Implementation plus support

Calculator

Estimate the time and cost trapped in one repetitive workflow.

Use this for document processing, recurring reporting, research summarization, internal knowledge work, sales administration, or other repeatable information-heavy tasks.

Workflow cadence

This equals 416 tasks per year.

Include prep, copying, checking, handoffs, and rework.

45%
10%80%

Use a conservative value. Most useful systems reduce parts of a workflow while keeping human review where judgment matters.

Use salary, benefits, management overhead, and contractor cost if relevant.

Optional. Add avoidable cost from mistakes, duplicated work, missed handoffs, or quality review.

Assessment, pilot, integrations, documentation, and rollout.

Monitoring, iteration, support, and workflow changes after launch.

Estimated optimization value

281

hours saved per year

Workday equivalent

37 days

Assumes 7.5 hours per focused workday.

Staff-time value

$23,868

Based on 624 baseline annual hours and 45% reduction.

Gross annual value

$24,138

Staff-time value plus the reduced share of entered rework or error cost.

First-year net

$10,638

Gross annual value minus implementation and first-year optimization cost.

Payback estimate

5 months

Implementation cost divided by monthly value after maintenance.

Workflow estimate: 8 tasks per week, 1.5 hours each, at $85/hour. A 45% reduction would save about 281 hours per year (37 workdays), worth $23,868 in staff time. Including $270 in avoidable rework or error cost, gross annual value is about $24,138. With $7,500 implementation cost and $6,000 annual maintenance, first-year net value is about $10,638.

Where it applies

Use it when the workflow repeats often enough to measure.

Document intake, extraction, cleanup, and routing

Recurring client reporting or internal reporting packages

Research summaries, interview synthesis, and knowledge search

Sales administration, lead qualification, and CRM updates

Quality review, checklist enforcement, and handoff tracking

Time

Estimate the current manual effort, then apply a conservative reduction percentage instead of assuming full automation.

Cost

Include loaded staff cost, recurring rework, avoidable errors, implementation cost, and monthly optimization.

Risk

The best pilots keep human review in the workflow and automate the repetitive parts around judgment.

Next step

If the estimate is meaningful, turn it into an assessment.

Bring the workflow, volume, tools, and expected outcome. Makta Studio can map the process and define a narrow pilot.