Linnify

Linnify operates from Cluj-Napoca, Romania and Austin, Texas, building software products for startups and enterprises across multiple sectors. The company has delivered 80+ projects and specializes in AI-driven development, product strategy, and team augmentation. Their work spans healthcare, automotive, education, energy, and logistics, with specific deliverables like telemedicine platforms, AI customer support systems, inventory management solutions, and mobile learning apps.

The team publishes technical content on AI agents, model context protocols, and agentic AI implementation—suggesting some thought leadership in the space—though most claims remain general. Linnify's methodology centers on what they call validation-driven development: testing products with real users before scaling to reduce risk and accelerate product-market fit.

Services and capabilities

Linnify's core offerings break down into six areas. Full-stack software development covers mobile and web projects with what they describe as scalable architecture and modern frameworks. Product strategy and validation combines data-driven testing with go-to-market planning. Experience design (UX/UI) is positioned as human-centered transformation of complex ideas into usable interfaces. Data and AI encompasses custom AI solutions, multi-agentic systems, and data-driven applications. Cloud services handles infrastructure, DevOps, and performance optimization. Team augmentation provides dedicated engineers embedded directly into client organizations.

Specific technical mentions are sparse in the source material, but the case studies hint at their stack: they've built systems handling 5K+ requests per second and 1M+ transactions, used AI agents for invoice and bank transaction processing, and worked with cloud platforms generally.

Notable work

Kober is an AI-powered customer support tool for B2B and B2C companies selling complex technical products, replacing traditional digital catalogs with conversational interfaces and specification-driven recommendations. Readability, a US-based mobile app, helps children improve reading skills through personalized AI-driven learning—children have read 100K+ pages per month through the platform.

For a major European automotive parts supplier managing 900,000+ products across multiple countries, Linnify built a scalable cloud solution with dynamic pricing automation, real-time stock synchronization, and marketplace integration. A legacy order management system for a leading EV manufacturer was modernized using microservices architecture to support global scaling and reduce downtime.

Other notable engagements: an AI automation solution for a property management cloud ERP processing 100K+ invoices per month and 700K+ bank transactions per month; GentrAIner, an AI-powered virtual internship platform with multi-agent role-specific training; a B2B ordering WhatsApp assistant for automotive parts that handles full conversational flows; drd doctors, a telemedicine platform with encrypted video consultations and specialist search; and Zorc Foundry, software that automates iron manufacturing processes and tracks casting measurements and material composition.

Ari Delivery is a meal subscription platform that matches users to local restaurants based on nutritional needs and taste preferences. Stailer (two mobile apps developed together) received strategic product advice alongside development. Clients have also included Readability (USA), Stailer (Romania), drd doctors (Austria), Foundry Innovation Company (Germany), and Medefine Education Academy.

How they work

Linnify positions itself as a strategic partner from idea through post-launch. Team augmentation involves embedding their specialists—AI engineers, designers, fullstack developers—directly into client organizations to act as an extension of in-house talent. The validation-driven approach centers product testing with actual users before scaling. Offices in Austin and Cluj-Napoca enable US business strategy paired with Romanian technical execution. No specific pricing model or minimum engagement length is stated in the source material.

Team and credentials

Catalin Briciu is listed as Co-CEO. The company has published content on AI agents, model context protocols, and agentic AI implementation, suggesting technical depth in those areas. Linnify holds a 5.0 rating on Clutch (specific review count not provided in source). Multiple client testimonials emphasize responsiveness, project management professionalism, attention to detail, and strategic guidance beyond development. Employee testimonials on Glassdoor and AngajatorulMeu (a Romanian jobs site) reference growth opportunities and a strong team culture, though these are anecdotal rather than formal credentials. No ISO, SOC 2, or other certifications are mentioned in the source material.