CASE STUDY
Tuteshko — an AI city guide
built on DRENTIR.
Tuteshko is not a side project. It is a vertical application that proves the DRENTIR platform: voice, location, knowledge and planning — running on the same core as every other DRENTIR application will.
Pilot application in development — illustrated, not production software.
In Integration
Tuteshko is a pilot application in development. It demonstrates that DRENTIR is a platform — not a single product: the same identity, routing, voice and tool layers that will power business agents already power a city guide.
THE STACK
One platform, two very different applications.
Everything below the mobile app is DRENTIR — shared with every future application.
User
Mobile app
Voice · GPS · Maps · Camera (planned)
DRENTIR
Identity · Context · RAG · Model Router · Voice · Tools · Analytics
City knowledge
Routes · Events · Services
PROOF POINTS
What Tuteshko proves about the platform.
01
Voice guide
Spoken interaction with the city: ask, listen, follow — hands-free.
02
City knowledge
RAG over curated city sources — answers grounded in real data, not model memory.
03
Routes
Route planning across points of interest, events and services.
04
Location awareness
GPS-driven context: the guide knows where you are and what is near.
05
Multilingual potential
Built for more than one language from the start — a guide for visitors, not just locals.
06
Analytics
Usage and quality analytics on the same observability layer as every DRENTIR app.
07
Human-controlled sources
City content comes from sources humans curate — the guide does not invent the city.
08
Model routing
Every request routed by DRENTIR — local or cloud — like any other application.
09
Shared identity
One identity, one permission model — the same user could delegate business tasks tomorrow.
WHY IT MATTERS
If the platform can guide a city, it can run a business.
A city guide needs voice, maps, knowledge, planning and analytics working together in real time. Those are the same primitives as business operations: understand a request, gather context, plan, act, verify, report.