About
Product logic, engineering and operations under one accountable model.
Logics7 is a product operator. We validate, structure, build, launch and operate digital products and business systems. Logics7’s product and engineering track record dates back to 2012.
LOGICS7 LTD is the current principal company operating the Logics7 business and builds on the product and engineering track record established through earlier Logics7 operations in Ukraine and the United States.
Why we work this way.
Many products are set up to fail before development even begins. The teams behind them build without a clear business model, a realistic plan for reaching users or operational discipline. We observed this pattern repeatedly in client projects, and operating our own products confirmed it.
Why we work this way.
Our product operator model grew out of that experience. We participate only when we believe the product can work. In selected Product Partnerships, we may share in the financial upside or hold an ownership stake under an agreed written commercial structure. For Annual Product Operations and other client-owned engagements, ownership and intellectual property rights are governed by the applicable written agreement. Equity is not automatic.
One group: we build, publish and run.
Logics7 is a product operator and the name of our group. Logics7 decides what is worth building and builds it; Playcus, the group’s publishing company, takes products to market; and we run the products the group owns — Vendo AI, NeoFin and Dovira.
- LOGICS7 GROUP PRODUCT

Vendo AI
Logics7’s autonomous AI sales product: six outreach channels, meetings on Google Meet and Zoom, 145+ languages.
2025 — idea · 2026 — first release, in production
- LOGICS7 GROUP PRODUCT

NeoFin
Lending, run end to end.
Built and operated by Logics7
- LOGICS7 GROUP PRODUCT

Dovira
Psychological support, made accessible.
Operated by Logics7
Publishing — Playcus, the Logics7 group’s publishing company: on Google Play since 2013, around 60 apps and games, about 40 million installs (AppBrain, October 2026).
Three principles.
The rules that govern every engagement, from the first conversation to live operations.
Model first
We start with the business model. If the economics do not work, no amount of engineering fixes the product.
Execution second
We build the whole system, not a pile of features. Architecture and product logic are designed for the scale we expect the product to reach.
Validation always
Every stage has a gate. We stop if the assumptions break. We do not push products forward to protect a contract.
Product and engineering execution since 2012
Logics7 has more than a decade of experience building digital products and systems across multiple sectors.
We do not show every project as a portfolio item. We present selected case studies that show how we think, build, launch and operate.
Selected experience includes:
- AI and automation systems
- Fintech and financial workflows
- Simulation and training systems
- Logistics and operations platforms
- Legal-tech workflows
- Community and membership platforms
- Gaming and interactive products
- Internal business systems
- Mobile and web platforms
- High-load digital products
Operating since 2012
2012
Logics7 founded; product and engineering execution begins.
2015+
Full-cycle delivery: web platforms, mobile apps, games with their own server systems.
2018
Dedicated engineering direction; work begins on professional simulation systems.
2019
First large-scale simulator contract delivered.
2022
LOGICS7 LTD incorporated in London as the principal operating company.
2024
The simulation platform engineered by Logics7 (PSS by Logics7) receives NATO codification.
2025
Simulator business transferred to the L7 group; Logics7 concentrates on the product operator model. The idea for Vendo AI, a Logics7 group product.
2026
Logics7 operates as a product operator: validate, structure, build, launch, operate. First release of Vendo AI, now in production.
Game-grade engineering
Game-grade engineering
Before AI made prototypes cheap, Logics7 shipped games, including its own titles, with full-cycle production: Unity clients, live server systems, REST APIs and high-load backends. Captains TCG, a cross-platform collectible card game, was built and run on its own server infrastructure. That engineering culture of real-time systems, performance budgets and live operations now runs inside every Logics7 product.
Execution capacity
Execution capacity
Logics7 operates with access to 350+ specialists across product, engineering, AI, design, quality assurance and delivery. For each engagement we name the accountable operator and the roles it needs, in writing. The client buys accountable product execution rather than isolated developer hours.
Logics7 in one paragraph
Logics7 in one paragraph
Logics7 is a product operator. We validate, structure, build, launch and operate digital products and business systems. We work through two core operating models: Product Partnership for new standalone digital products, and Annual Product Operations for existing companies that need automation, AI systems, internal tools and ongoing product execution. Additional routes include Existing Product Review, Funding & Grant Support and a controlled B2B Referral Program. No development without product logic.
Leadership and operating team.
Logics7 combines executive responsibility with accountable product, engineering, AI, design, delivery and operations leadership.

Mark Prais
Chief Executive Officer
Owns the Build Decision: the final proceed / reshape / decline decision before any build starts.
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Dmitry Suponev
Founder
13 years of product and engineering execution, now structured into a product operator model. Leads Logics7's technology architecture; co-founder of Vendo AI.
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Kostiantyn Halynskyi
Chief Product Officer
Turns business logic into product structure, designing and shipping in the same pass.
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Gozel Annayeva
Head of Product Delivery
Leads each client from signed scope to operating results, with reporting and insights built into every delivery.
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Julia Suponeva
Head of Business Development
Leads Logics7's commercial development: first conversations, partnerships and prepared meetings across the five routes.
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Denis Chubrenko
Head of Marketing
Performance marketing and lead generation across 20+ markets; currently growing Vendo AI, a Logics7 product.
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Dmitry Zhuravlev
Head of Sales Automation
B2B growth systems: AI SDRs, outbound signals and pipeline automation behind Vendo AI, a Logics7 product.
View LinkedIn profileEngineering & AI delivery, led by the Founder, with product, engineering, AI, design and QA capability matched to each engagement.
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