AI Agency
AI Agency for the Mittelstand
Most AI agencies have read about agents. We run our own company on them — outreach, reporting, content, QA.
Werkshift builds autonomous AI agents with eval loops for mid-sized companies and hands over systems your team can run itself. First agent in weeks, not a roadmap deck.
Systems, not slides
A consultancy delivers a roadmap. An AI agency delivers running workflows. We don't build tools that make one task faster — we build systems that change how a process runs: read the request, draft the quote, file it in the CRM, checked before a human sees it.
If you want a 40-slide strategy deck, we are the wrong shop.
Consultancy, build it yourself, or agency?
| Consultancy | Build yourself | Werkshift | |
|---|---|---|---|
| Outcome | Roadmap & slides | Prototype eventually | Agent in production |
| Time to live | months | unclear | ~4 weeks |
| Eval loop / checking | — | usually not | from day one |
| Who runs it | you | you | you or us |
What we build
Concretely, we deliver:
- Closed agents — run on a schedule, deliver, and check themselves — e.g. the weekly reporting, Monday at 6am.
- Open agents — make your team faster, human in the loop.
- Company brain — versioned company knowledge every agent reads before it acts.
- Eval loops — every output is checked before it reaches your customers.
- Integration — into CRM, e-mail, calendar and ticketing — we don't replace your stack, we put operators on top of it.
Why Werkshift
We are the proof of our own product. When we say a closed agent can run your reporting unattended, it is because one runs ours — with an eval pass before anyone reads it.
We are a small team in Germany, take on a handful of clients at a time, and GDPR is not an afterthought here but a precondition: EU hosting where needed, data processing agreements as standard.
How an engagement starts
An Agent Audit: 15 focused minutes with the people who run your operations. We name the one or two workflows with the highest agent leverage and give a straight answer on whether building is worth it — even when the answer is „not yet".
If it fits, we scope a full build, the first agent usually in four weeks.
Frequently asked questions
It depends on scope — a single closed agent is different from a cross-department system. Instead of a flat number, the most honest first step is the free Agent Audit: 15 minutes in which we tell you whether and where an agent pays off for you.
Two to four weeks for the first closed agent, including its eval loop. The company brain ingestion runs in parallel from week one.
Yes. Agents connect to CRM, e-mail, calendar, ticketing, spreadsheets and internal APIs. We don't replace your stack.
EU hosting where needed, data processing agreements as standard, ingesting only what you approve, with per-agent access scopes. We are a German company.
An agency pays off when you need production reliability, your team hasn't shipped an agent yet, and you don't want to wait months for a roadmap.
Would an AI agent pay off for your Mittelstand?
The fastest way to find out is 15 minutes. We name the workflows with the highest leverage — and tell you honestly when it's not worth it yet.
Book an Agent Audit