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Engineering decision registers: why did we choose this approach?
Short answer
A decision register keeps the options considered, the assumptions and the reason for the choice, so the next change starts from understanding the previous one. For a few decisions, a wiki template and a link from the task are enough. An application makes sense when decisions are scattered across many repositories and projects. At Syntalith the application costs from €3,000 net. At 120 searches for a rationale a month of 20 minutes each, it pays back in 2.9 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 per application, fixed price before contract
- from €3,000
- from signing the contract to acceptance
- 4–10 weeks
- free prototype on your documents
- €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
Team knowledge and AI: statistics 2026
2.9 mo.
payback of a €3,000 application at 120 searches for a rationale a month: €1,396 of work today, €350 with checking and the model. Scenario.
48%
According to the European Commission (2026), 48% of EU SMEs and mid-caps name a lack of expertise as a barrier to AI.
Source: European Commission, Flash Eurobarometer 578 (2026) ↗
19%
According to METR (2025), 16 experienced open-source developers took 19% longer with early-2025 AI tools, although they had expected a 24% speed-up.
Source: METR, Early-2025 AI and experienced open-source developers (2025) ↗
15.1%
According to Eurostat (2025), 15.1% of people aged 16 to 74 in the EU used generative AI tools for work.
62.5%
According to Eurostat (2025), 62.5% of EU enterprises in information and communication used AI.
Figures checked: 22 October 2026
Why the data was refreshed at night
A team built a reporting application with a nightly data import, because readers needed the report in the morning and the source system released a file at the end of the day. More frequent pulls were considered, but under those assumptions they were not needed. After a while, a request comes in for the report to support work during the day.
A new developer sees the nightly job and may decide it is enough to run it more often. In the decision record they find the reason for the choice and the limit of the data source, so the team discusses the right change: readers need fresher data, but it has to be established whether the source can deliver it. The engineer notes which assumption no longer matches how users work. The new decision points to the earlier one and explains the reason for the change.
- 01Contextthe need and the limits at the moment of choice
- 02Optionswhat was considered and why it was rejected
- 03Decisionthe choice, with the person responsible
- 04Materiallinks to sources and tasks
- 05Changethe new decision points to the earlier one
- The team finds the decision for one planned change
- The rationale leads to the source material
- You can see who to talk to about changing an assumption
- A replaced decision stays in the history
What it costs and when it pays back
- Today
- 120 searches for a rationale × 20 min = 40 h (€1,396)
- With the system, a person checks the output in 25% of the time
- €349
- Model, 1 call per case, Claude Sonnet 5.5
- €1
- Cost of one case
- €11.63 today, €2.92 with the system
- Saving
- €1,046 a month
Payback of €3,000
2.9 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: 4,000 input tokens and 400 output tokens per call at Anthropic's rates, at the ECB rate of 1.1205 USD per euro on 22 October 2026.
The count covers the work around a 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.
When the tool changes, you need the rationales together with their links to projects, material and later decisions, so the export has to keep those links.
When a wiki page is enough
AWS describes Architectural Decision Records as a way to keep architecture decisions together with their context and consequences, and when the assumptions change, a new record replaces the earlier one. If the team has a few decisions in one project, a shared template and a link from the task are enough. Your current wiki or tracker may already provide search, labels and links between pages. An extension helps when the records are good but hard to connect with work across several repositories. A decision record also helps when you work with a coding assistant, for example Codex, while a person judges whether the old assumptions still hold.
A few decisions in one project
a wiki template and a link from the task
no build
Good records, several repositories
an extension that gathers the links
from €3,000
A coordinator keeps compiling decisions by hand
a decision register built to order
from €3,000
Where to start
The first scope covers one team and the step from a changed element to its rationale. For the call, bring a decision whose rationale recently had to be reconstructed, and a note on where the team looked for it. We build this kind of rollout as part of AI applications. For the free analysis, a description of one case from recent weeks and of the tools it passed through is enough. You do not need to send confidential documents, and you get a written plan within 2 working days.
Worked example · Scenario
How we count the payback: an engineering team
We run the same count for your team in the free analysis.
€4,188
a month for the work on 600 questions
EU cloud version payback: 0.8 mo.
Our assumptions are 12 minutes to find an answer in the documentation, and checking in 15% of the old time. €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: Claude Sonnet 5.5, about 6,000 + 500 tokens per answer in the EU cloud version, at the ECB rate of 1.1205 USD per euro on 22 October 2026. We count the payback for an app with a model in the EU cloud (from €3,000 net). We price the model on your server after a call, and the cost of people's work stays the same.
See the full calculation →