We makeyour companyAI-native.
Senior engineers, embedded in your team, wiring AI into the systems off-the-shelf tools can't reach — until it runs through how you work.
Selected clients
Trusted across finance, media, and music.
Engagements
From AI-curious to AI-native. Three ways in.
Most teams don't have this talent in-house — and getting up to speed means pulling focus off the roadmap they're already committed to. That's where we come in.
Every company starts in a different place. These are the three engagements we run.
Get your people building with AI, not just talking about it.
A focused sprint with your leadership or your teams — executive strategy, an engineering deep-dive, and a pattern playbook you keep.
Ship the stubborn workflows and products you keep deferring.
Internal processes and customer-facing products, built alongside your team — from workflow discovery to production agents and the tools around them.
Make AI the layer every team and system runs on.
Every system, every team — a systems and data audit, integration architecture, and an adoption program that lands across the whole business.
Who we are
We get serious companies through the shift.
Specialty Tokens is a forward-deployed AI engineering firm from Vienna. We embed with your team, wire AI into the systems you already run, and stay through rollout — until the capability lives in your house, not ours.
About the practiceOne team
Strategy, integration engineering, agents, and rollout — advisory and delivery in one practice.
Senior only
The people who scope the work are the people in the code. No junior delivery tier.
2,000+ integrations
ERP, CRM, finance, and productivity suites — plus custom connectors for the systems nobody else touches.
Vienna · EU · EN/DE
Based in Vienna with EU residency by default, working with teams across Europe, the UK, and the US.
Why teams pick a partner over a platform.
Off-the-shelf AI stops at chat. Consultancies leave with the deck. We do neither.
Off-the-shelf AI
ChatGPT Enterprise · Glean · Copilot
Traditional consultancy
Decks, then exit
Specialty Tokens
Partner
Off-the-shelf AI
ChatGPT Enterprise · Glean · Copilot
- Reaches your ERP, CRM & back-office
- An agent platform your team can build on
- Custom skills built around your workflows
- The IP stays yours, not the vendor's
- Works across Claude, ChatGPT & Gemini
- Upskills your team to run it themselves
- Embedded with your team until it works
Traditional consultancy
Decks, then exit
- Reaches your ERP, CRM & back-office
- An agent platform your team can build on
- Custom skills built around your workflows
- The IP stays yours, not the vendor's
- Works across Claude, ChatGPT & Gemini
- Upskills your team to run it themselves
- Embedded with your team until it works
Specialty Tokens
Partner
- Reaches your ERP, CRM & back-office
- An agent platform your team can build on
- Custom skills built around your workflows
- The IP stays yours, not the vendor's
- Works across Claude, ChatGPT & Gemini
- Upskills your team to run it themselves
- Embedded with your team until it works
Questions? We have answers.
How is this different from a typical dev shop or consultancy?
Dev shops ship hours. Consultancies ship decks. We ship working AI inside your business — from the strategy audit through the live connector to your ERP. One team, one accountable outcome, measured in weeks.
What does "AI-native" actually mean in practice?
An AI-native company lets any approved AI tool read from and write to its core systems — ERP, CRM, documents, accounting — inside real business processes. Not a chat window next to your work. AI inside your work.
How fast can you actually deliver?
It always depends on the work. We scope honestly up front and work async — results show up in your systems, not in Slack threads.
What systems do you support?
Over 2,000 integrations out of the box — the usual ERP, CRM, finance, and productivity suites. If there's a hard-to-reach enterprise system in your stack, we'll work with you to get it connected.
What happens after an engagement ends?
You own everything. Your team can build new skills on top of the integration layer without us. No vendor lock-in, no per-seat recurring fees on top. We'd rather earn the next engagement than hold you hostage on this one.
What kind of companies do you work with?
Mid-market and enterprise teams running legacy or non-obvious systems where off-the-shelf AI tools don't reach. Typically 100–5,000 employees, operations- or finance-heavy, with a real pain in how data moves between tools.
Let's talk about what you're building next.
Talk to the team- EN
- Talk to us in English.
- DE
- Sprich mit uns auf Deutsch.