We design and build bespoke web applications that leverage modern generative AI APIs, vector databases, and automated workflows to deliver intelligent digital tools.
Adding AI to a web application requires far more than dropping in a basic chat prompt: it demands robust data pipelines, latency management, and deterministic error handling.
Modern businesses are moving beyond novelty chat widgets to integrate AI deeply into their core operational workflows—automating data extraction, providing intelligent semantic search, generating personalized reports, and categorizing massive databases in real time.
VK NETWORK engineers production-grade full-stack web applications using React, Next.js, TypeScript, and serverless cloud architectures, connected securely to frontier AI models via structured API pipelines.
Complete full-stack development for intelligent web software.
Building secure server-side API proxy architectures that orchestrate model queries, manage streaming responses, and enforce token rate limits.
Integrating vector databases (pgvector, Pinecone) to enable lightning-fast semantic search across large document repositories and unstructured catalogs.
Constraining AI model outputs with strict JSON schema validation, ensuring generated data can be consumed reliably by relational databases and UI components.
When custom AI application engineering drives commercial differentiation.
Companies looking to automate internal document processing, client intake analysis, or specialized calculation reports.
Founders building software-as-a-service products where AI-driven analytics, generation, or search represent core value.
Enterprises creating interactive calculators, guided recommendation tools, or automated specification builders for buyers.
Standard marketing websites without complex data processing or proprietary tools do not need custom AI web applications.
Security, low latency, and cost governance.
All AI model communications run exclusively through secure server-side routes, ensuring API credentials never touch browser bundles.
Caching frequent query results via Redis to dramatically reduce API costs and provide instant responses for common requests.
Ensuring user inputs are never used to train public foundation models, meeting European enterprise data compliance standards.
Disciplined software engineering from architecture to deployment.
Defining data schemas, model selection, prompt structures, and edge cases.
Building the TypeScript frontend, serverless API proxies, and vector search indexing.
Optimizing token streaming, implementing caching layers, and handling edge timeouts.
Penetration testing, rate-limit enforcement, monitoring setup, and production deployment.
Insights into AI web application development and maintenance.
Tell us about your business goals, current website, and project timeline. We will review your requirements and provide an initial technical evaluation.
Reach our team directly through your preferred channel for urgent inquiries or preliminary consultations.
VK NETWORK SOLUTIONS Kft.
1063 Budapest, Bajnok utca 4/A, 1st floor, door 13, Hungary
View on Google Maps32832396-2-42
01-09-445015
Every inquiry is reviewed by our team. We provide clear, practical assessments and recommendations without aggressive sales tactics.