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The technician's availability changed. The planner missed it.
Short answer
Availability automation collects technicians' notices about exceptions to their regular rota, from a form or a message, and shows them to the planner when visits are assigned. An unclear notice, for example one with no date, goes back to the employee with a question. At Syntalith the automation costs from €3,000 net, and with 400 availability notices a month at 5 minutes each it pays back in 3.4 months.
How we workDetails ↓
- 01Call30 minutes with an engineer, free
- 02PrototypeA working system on your process and data, free
- 03ImplementationTarget and fixed price in the contract; 50% at signing
- 04Acceptance50% once the agreed target is met
- net for the automation of one process, build paid once
- from €3,000
- from signing the contract to acceptance
- 2–6 weeks
- free prototype on your cases
- €0
We belong to the OpenAI and Anthropic partner programmes and learn through their official courses. What this means ↓
Author: Syntalith · 3 min read
Statistics
Field service and AI: statistics 2026
3.4 mo.
payback of a €3,000 automation at 400 availability notices a month: €1,163 of work today, €293 with checking and the model. Scenario.
30%
According to the European Commission (2026), 30% of EU SMEs and mid-caps that use AI or algorithmic management use it for logistics, planning and scheduling.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
47%
According to the European Commission (2026), customer service is the most common use of AI among EU SMEs and mid-caps that already use it: 47%.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
90%
According to the European Commission (2026), 90% of companies using AI say that people take the decisions, and 2% of decisions are fully automated.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
14–56%
According to Anthropic (2025), studies with a control group found smaller time savings, from 14% to 56%.
Source: Anthropic, Estimating AI productivity gains (2025) ↗
Figures checked: 22 October 2026
Collecting availability: a regular Monday and a one-day exception
A technician usually works on Mondays, and reported that he is unavailable on one specific Monday. The message stayed in a chat, and the planner assigned him a visit on that day. The client waits, the technician does not arrive, and the dispatcher looks for cover in the morning.
The automation reads the notice and shows the planner an exception for that day, without changing the regular rota for every Monday. When someone writes only „I can't do Monday” and the conversation does not show which day is meant, the message goes back with a question about the date. When the technician changes the notice, the planner sees the current version with the date it was sent. The planner does not need the reason for the absence, and the automation does not record it.
- The request names the period the team is planning for
- A one-day exception kept apart from a change to the regular rota
- A notice with no date goes back to the employee with a question
- No reply leaves the question open and sends reminders as agreed
What automating availability collection costs and when it pays back
- Today
- 400 availability notices × 5 min = 33.3 h (€1,163)
- With the system, a person checks the output in 25% of the time
- €291
- Model, 1 call per case, Claude Sonnet 5.5
- €2
- Cost of one case
- €2.91 today, €0.73 with the system
- Saving
- €870 a month
Payback of €3,000
3.4 months
The volume, the time and the checking share are the scenario's assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat. Model: 1,500 input tokens and 200 output tokens per call at Anthropic's rates, converted at the ECB rate of 1.1205 USD per euro on 22 October 2026.
The count covers the work around each case: searching, reading, writing and handing over. What remains is the time to check the result, 25% of today's work in the scenario. Before the quote we measure both times on 20 to 100 cases the team has already handled, in a free test that takes 5 working days.
More important than the planner's minutes is the cost of one missed visit: the journey, a client waiting and the next jobs pushed back. So in the test we also count the visits that, with the current way of working, would have gone to an unavailable technician.
A form or your current rota may be enough
Microsoft describes in Shifts in Teams recurring availability and exceptions on chosen days. If your team uses such a tool, check whether the planner sees the exceptions when preparing visits. Ordinary rules handle a form with a date and availability. AI makes sense when technicians reply with a free-form message. When availability is current and the difficulty lies in matching a technician to a service kit, the article on equipment service scheduling fits better.
Technicians report exceptions in Shifts or a rota
configuration and a view for the planner
no build
A form with date and availability
rules without a model
an automation
Notices in free-form messages, several teams
an automation with AI reading
from €3,000
Where to start
The first scope covers one service team and its planner. We discuss the last visit assigned despite an earlier message about unavailability. We build this kind of system as part of our AI automations. For the free process review, a description of one case from the last few weeks and the tools it went through is enough. You do not need to send confidential documents, and you receive a written plan within 2 working days.
Worked example · Scenario
How we count the payback: AI in field service
We run the same count for your team in the free process review.
€3,490
a month for writing the reports for 400 jobs
Payback: 1 mo.
15 minutes to write a work report and checking in 15% of the old time are our assumptions. €34.90 an hour is the EU average hourly labour cost for 2025 according to Eurostat, for companies with 10 or more employees. Model cost: reading a photo at €0.0042 (0.004734 USD), measured in our field documentation system, plus the description (Claude Sonnet 5.5, about 2,000 + 400 tokens), at the ECB rate of 1.1205 USD per euro on 22 October 2026.
See the full calculation →