HOURS SAVED PER MONTH
152 hrs
total staff hours eliminated across four automated processes
↓ equates to nearly a full-time employee in recovered capacity
BUILD COST (ONE-TIME)
$12,000
total project cost including discovery, build, testing and handover
↓ below-average for this scope due to existing clean data architecture
MONTHLY LABOUR SAVING
$8,500
direct labour cost eliminated at blended $56/hr rate
↓ payback achieved in 1.4 months
PROCESSING ACCURACY
96.8%
system accuracy after 30-day calibration period
↑ human accuracy on same tasks measured at 91.3% — better than staff
The Problem: 42 Hours Per Week Across Four Manual Processes
The client was a mid-size professional services firm with 28 staff. On average, 42 hours per week were being spent across four manual processes: data entry from incoming client forms into their CRM (11 hrs), generating weekly client-facing reports from CRM data (9 hrs), scheduling follow-up calls and updating status fields manually (14 hrs), and routing completed documents to the right client folders and sending notification emails (8 hrs).
None of these tasks required judgement. All of them required staff attention. The cost at a blended rate of $56 per hour was $122,304 per year. The majority of that cost was simply moving information from one place to another in a format humans could read.
The defining characteristic of automatable work: it is rules-based, repeatable, and does not require the human applying the rules to have in-depth knowledge of why the rules exist. All four processes qualified on every criterion.
System Architecture: Five Components
| Component | Purpose | Monthly Run Cost |
|---|---|---|
| Intake Agent | Receives form data, validates, maps to CRM fields, flags ambiguous entries for review | $45/mo |
| Processing Layer | Applies business rules, enriches records, generates structured output for downstream systems | $80/mo |
| Routing Logic | Determines correct destination, assignee, and timing for each processed item | $20/mo |
| Output Formatter | Generates client-ready reports, notification emails, and document naming from templates | $35/mo |
| Monitoring Dashboard | Real-time log of all automated actions, exception queue, accuracy tracking | $15/mo |
| Total | Five-component automation system | $195/mo |
The Full ROI Calculation
Build cost: $12,000. Monthly labour saving: $8,500. Monthly system run cost: $195. Net monthly saving: $8,305. Payback period: 1.4 months. Year-one net saving (months 2–12): approximately $91,355. Year-two net saving: $99,660. Five-year net ROI on a $12,000 investment: approximately $480,000.
The accuracy improvement was not anticipated at project outset but emerged from the data: the system made fewer errors than the humans performing the same tasks. This is typical of high-volume, rule-based work — human accuracy degrades with fatigue and attention drift. Automated systems do not fatigue.
The client redeployed the recovered 152 hours per month into client-facing work. Revenue per employee increased 18% in the six months following go-live.
Sources
- Agency Company client project data, 2024 (anonymised)
- Zapier: State of Business Automation 2024 (zapier.com)
- US Bureau of Labor Statistics: Occupational Employment and Wages 2024 (bls.gov)