Example savings • Subscription included

ROI Calculator
How Much Teams Save With OTAI

Four example profiles — subscription included, including one where OTAI is not worth it (yet). Less work, shorter waits, faster resolutions.

Too low volume

Many queues but barely any tickets — OTAI is not worth it here yet.

5 tickets/day · 30 queues

Manual routing€450
With OTAI (total)€700
OTAI subscription€500
Remaining handling cost€200

Estimated monthly savings

−€250

per month

Agent time saved
≈ 6 h/month
Value of that time
≈ €130 worth

At only 5 tickets/day the €500 subscription outweighs the saving. OTAI starts paying off from roughly 20–30 tickets/day.

Small team

A lean support team handling a steady flow of everyday tickets.

50 tickets/day · 3 queues

Manual routing€4,800
With OTAI (total)€1,300
OTAI subscription€0
Remaining handling cost€1,300

Estimated monthly savings

€3,500

per month

Agent time saved
≈ 40 h/month
Value of that time
≈ €900 worth

Tickets reach the right team hours sooner — SLAs are easier to meet and customers are happier.

Mid-size

A growing helpdesk routing across multiple teams and topics.

200 tickets/day · 10 queues

Manual routing€18,500
With OTAI (total)€4,900
OTAI subscription€500
Remaining handling cost€4,400

Estimated monthly savings

€13,600

per month

Agent time saved
≈ 160 h/month
Value of that time
≈ €3,500 worth

Resolved up to a day sooner — SLA targets hit more reliably and CSAT goes up.

High volume

Heavy ticket load with many queues and complex first-line routing.

750 tickets/day · 40 queues

Manual routing€72,000
With OTAI (total)€17,500
OTAI subscription€2,500
Remaining handling cost€15,000

Estimated monthly savings

€54,500

per month

Agent time saved
≈ 620 h/month
Value of that time
≈ €14,000 worth

The right team starts on arrival — large SLA headroom and noticeably happier customers.

How a ticket reaches the right team

Without automatic classificationHours of waiting before real work begins
Ticket arrives
L1 Reads & triages manually
Moved to a queue
L2/L3 Bounced if misrouted
Right team finally starts
With OTAI classificationNo triage wait — work starts on arrival
Ticket arrives
AI Classifies queue + priority
L1/L2/L3 Assigned directly to the right team
Right team starts immediately

More ways OTAI saves cost

Beyond routing, OTAI reduces the effort on every single ticket.

1

Ticket summaries

Long email threads and histories are summarized automatically, so agents grasp the situation in seconds instead of reading everything.

Typical savingLess read time per ticket
2

Customer chatbot

A chatbot answers common questions and resolves simple requests before they ever become a ticket — deflecting repetitive volume.

Typical savingFewer tickets created
3

Answer drafts for agents

OTAI drafts a reply from your knowledge and past tickets. Agents review and send instead of writing from scratch.

Typical savingFaster replies, less typing
Talk to us about your numbers Explore the product

Illustrative examples for typical European support teams. Manual costs cover triage staff, wait time, and misrouting. OTAI costs include the subscription (Community free, Pro €500/month, Enterprise on request) plus much lower residual handling. Actual savings depend on volume, queues, and environment.