For organizations · By enquiry
Some problems need someone in the room. We partner with organizations that want a senior AI engineer working alongside their people, understanding the day-to-day work and building solutions around it.
Working together
We spend time with your team, understand the decisions they make, and find where AI can remove the work that slows them down.
A senior AI engineer works alongside your people, in your systems and repositories. We agree an on-site rhythm around the work and your location.
From a difficult integration to an agent that supports a department, we design and build around your processes, data, and constraints.
The work draws on the systems we actively build, the workshops we run, and the experience shared within our AI engineering community.
Team enablement, connected systems, and a dealflow intake workflow that removed an estimated 10–20 hours of manual work every week.
Venture capital / financial servicesAffinity CRM, ERP, email, notes, internal knowledge
Read case study
A shared starting point
Location, the problem, and the people involved shape each partnership. We discuss availability and fit before agreeing the scope.
01
Tell us about your organization, where your team works, and the problem you want to solve.
02
Together, we define what useful progress looks like and the engineering presence the work needs.
03
We work with the people who will use the solution, build in your environment, and improve it through real use.
More case studies
Executive AI series
As a partner of the Austrian Federal Economic Chamber, we run a series that brings executives up to speed with AI across their organisations and the wider economy.
Corporate AI training
Corporate AI training for YPO members, placing current AI capabilities in an executive context.
Workforce management & time-tracking software
TimeTac's marketing and growth team moved from manual reporting to self-built automations: 10 live, 117 runs, 54 scheduled.
Music technology
Music generation that keeps attribution and rights data attached to the output, the MCP integration layer behind it.
Digital health / neurological rehabilitation
Engineering AI upskilling for a digital therapy team: a focused hands-on workshop on modern coding tools, skepticism, and human judgment.
Music & creative
Custom agents for catalog, metadata, and production workflows, so an original music company spends its time on music, not data entry.
Financial infrastructure / payouts
AI-native workflow design for a payout company before manual process debt had time to harden.
FAQ
Organizations with a concrete AI challenge and a team that wants to build alongside us. A useful starting point is an internal sponsor, access to the people doing the work, and a problem worth solving together.
An engineer works close to your team and its day-to-day operations. They learn how the work happens, build in your environment, and refine the solution with the people using it.
We are based in Vienna. Tell us where your organization is located and what on-site presence would help. We discuss travel, availability, and a practical working rhythm before committing.
A workflow that spans several systems, an agent that needs to work with company data, or a department ready to change how it operates. We start by understanding the problem and the constraints around it.
We discuss the problem, location, engineering needs, and timing first. Then we agree the scope, working arrangement, and fees together before work begins.
Send a partnership enquiry with your organization, location, and a short description of what you want to solve. We will explore the fit and a useful first step together.
Partnership enquiries
Share your organization, location, and the challenge your team is working through. We will discuss whether a local engineering partnership is a good fit.
hello@specialtytokens.com · Vienna, Austria
