Consulting & AI Assessment
We assess your current digital and AI capabilities, identify high-value opportunities, and build a clear roadmap for responsible and effective AI adoption.
Learning Platforms
From UX and architecture to scalable backend and QA, we deliver robust platforms that improve your business results
AI & Data Products
We design and build deep-tech AI products — including intelligent tutors, learning analytics engines, recommendation systems, content-generation pipelines, and many more.
Quick AI Automation
Projects run in weeks, not months, helping your company to reduce manual work and boost efficiency without large budgets or complex IT transformations.
Fintech projects development
We support banks, fintech startups, and investment firms in adopting secure, compliant AI and Digital payment solutions.
Education & Training
We help education institutions modernize learning and operations using AI, data, and digital platforms.
Industrial Manufacturing
We deliver digital tools that optimize production, and reduce operational waste. From MES enhancements to automation and real-time analytics
Sergey Belousov
Digital advisor with more than 10 years in IT businesses, starting from startups and ending in international IT corporations. Experienced in working on global digital transformation projects
Contacts
Founder and CEO
Adam Zaitov
Experienced CTO with 15 years demonstrated history of working in the Information Technology industry. Skilled in Cryptocurrency, AI Architecture, Team Leading, Web Development
Founder and CTO
Product Discovery and Consulting
Through in-depth research and analysis, we identify opportunities for growth, target audience insights, and the most effective channels to reach them.
Web and App development
Through in-depth research and analysis, we identify opportunities for growth, target audience insights, and the most effective channels to reach them.
AI-development
Through in-depth research and analysis, we identify opportunities for growth, target audience insights, and the most effective channels to reach them.
Blockchain development
Through in-depth research and analysis, we identify opportunities for growth, target audience insights, and the most effective channels to reach them.
Fintech projects development
Through in-depth research and analysis, we identify opportunities for growth, target audience insights, and the most effective channels to reach them.
EdTech projects development
Through in-depth research and analysis, we identify opportunities for growth, target audience insights, and the most effective channels to reach them.
MVP development for Startups
Through in-depth research and analysis, we identify opportunities for growth, target audience insights, and the most effective channels to reach them.
Strategy for a Video Analytics Platform for a CIS
Restaurant Chain
Restaurant Chain
The solution enables customer recognition, real-time loyalty automation, kitchen quality control, and fraud prevention — setting the foundation for a scalable proprietary product.
Introduction
A restaurant chain approached us with a strategic challenge: they wanted to build a next-generation video-analytics platform capable of transforming how their restaurants operate. The vision included customer recognition at the cashier, automatic loyalty rewards without cards, quality monitoring in kitchens, and detection of fraudulent staff behavior. Our role was to analyze the technological landscape, evaluate vendor options, and design a long-term strategy for building a scalable in-house product.
Business Challenges
Customer Experience & Personalization
Operational Quality & Compliance
Financial & Staff Control
We conducted a structured discovery engagement combining technical research, product design, and architectural evaluation:
(2) build a proprietary system from the ground up.
The result was a complete technology strategy supported by an actionable implementation roadmap.
- Performed a deep analysis of the video-analytics vendor ecosystem in the CIS and international markets.
- Defined two strategic scenarios:
(2) build a proprietary system from the ground up.
- Assessed feasibility of leveraging modern visual recognition models, speech-based customer interaction analysis, and on-premise vs. cloud-hybrid deployments.
- Conducted multiple technical workshops with our architect (ex-Facebook, specialized in speech and vision systems), the project manager, UI/UX designer, and the client’s product team.
- Designed core dashboards and operator interfaces to support customer analytics, quality monitoring, and fraud detection.
The result was a complete technology strategy supported by an actionable implementation roadmap.
Discovery Process
Results
Build-vs-Buy Strategy
Clear scenarios on when to rely on vendors and when to transition to proprietary models.
Product Roadmap
A full delivery plan including MVP, Post-MVP milestones, and expected operational impact.
We continue working with the client to refine the concept and support the first phase of implementation.
Technology Blueprint & Architecture
A detailed architecture describing data flows, model components and etc.
Ongoing Support