Deep expertise
Engineers, ML specialists and product people with production experience: RAG, agents, document processing, speech and video.
AI tools built around
your actual processes
We are a small senior team. We map your workflow, find where AI gives a measurable effect, and build it — at a sane budget. Ready-made products are available to switch on right away.
Discovery call and effect estimate — free. NDA from the first contact.
10
ready-made products already in production
4–8 weeks
from brief to a working custom pilot
from €50/mo
entry point for ready-made products
On‑premise
your data never leaves your perimeter
Products & projects
What we have already
What we have already
built and shipped
Ready-made products you can switch on right away — and custom systems we built for a specific task.
Review draft regulationUrgentOverdue – deadline was yesterday
Check spec against standardsIn progressThird day in review
+18documents in queue
Report and press releaseHighDue tomorrow, 12:00
Sound familiar?
Signs it is time to automate
- Your team is drowning in routine. Contracts, specs, inbound requests – qualified people doing mechanical work.
- Document review takes days. While documents are checked by hand, processes stall and deadlines slip.
- Data cannot leave your perimeter. Regulation rules out external services – you need AI inside your own infrastructure.
- Content and reporting are the bottleneck. Comms and marketing cannot keep up with the volume, and quality drifts.
We do not deploy AI for the sake of AI.
But if you recognised yourself in even one of these, the effect will be measurable.
Got a process you want to speed up tenfold?
Describe the task – we will suggest a product or build a solution around it.
We deploy for results,
not for the buzzword
01
Analysis
AnalysisWe map your processes and find where AI delivers a measurable effect.
02
Solution
SolutionWe build a working prototype for your task.
03
Tailoring
TailoringWe adapt it to your processes, data and security perimeter.
04
Pilot
PilotWe test it on real tasks on your side.
05
Refinement
RefinementWe refine it based on results and hand it over to production.
For real change and optimisation,
not for loud words.
Not sure where AI fits
your business?
Describe the process you want to speed up. We will tell you honestly whether a ready-made product covers it or a custom build is needed — and what effect to expect before any work starts.
- Short discovery interview about your process and data
- Effect estimate before the project starts
- Ready-made products from €50/month, custom work priced individually
- NDA from the first contact
Who we are
«We deploy where the effect is measurable,
not to tick a box»
We are a product team: we design, build and run AI systems ourselves. That is why we know what holds up in real production – and what stays a pretty demo.
Custom solutions
We do not sell a box for the sake of a box. We map the process and build around your data, integrations and security perimeter.
Continuous development
Products are under active development: regular releases, new models and channels, improvements driven by client feedback.
Data security
GDPR, NDA from the first contact, on-premise deployment – your data never leaves your perimeter.
Partners
Yury Ilin
Partner
Sergey Mruz
Partner
Frequently asked questions
Ready-made products are subscription-based: MediaHub from €50/mo. Custom development is priced individually: it depends on the task, the volume of data and your infrastructure requirements. After a short brief we prepare a proposal with a fixed pilot price.
Yes, this is one of our core competencies. We deploy entirely inside the client’s infrastructure – data stays inside your perimeter. That is how our enterprise and industrial deployments run.
We operate in line with GDPR: we process only the data we need, record the legal basis for processing, and support data subject rights. NDA from the first contact. For sensitive data we deploy on-premise or in a European data centre of your choice.
A ready-made product – from one day (connection and setup). A custom pilot usually takes 4–8 weeks. A full production rollout takes from 2–3 months depending on infrastructure and integrations. Exact timelines are fixed in the proposal.
Media and marketing, industry, financial sector, public sector and consulting. We are used to the procurement requirements and document workflows of large organisations, and to passing security reviews and sign-offs with legal and IT teams.
Discuss your task?review and effect estimate – free
Get in touch →