AI Recommendation System
Plavno builds custom AI recommendation systems that help businesses personalize user experiences, improve product discovery, increase conversions, and drive long-term engagement. We develop scalable recommendation engines for eCommerce, media, SaaS, marketplaces, and digital platforms.
Overview
Personalization has become a core growth driver for digital businesses in the U.S. market. Users expect relevant products, useful content, and recommendations that match their behavior and preferences in real time. Plavno provides AI recommendation system development services that help businesses deliver more accurate suggestions and improve user engagement across digital channels.
As an AI recommendation engine development company, Plavno creates custom solutions that analyze customer behavior, product attributes, contextual signals, and historical interactions to generate personalized recommendations. These systems help businesses improve click-through rates, increase average order value, reduce churn, and strengthen customer retention.
We develop recommendation engines for online stores, marketplaces, media platforms, mobile apps, SaaS products, streaming services, and content-driven businesses. Depending on your business model, Plavno can build product recommendation engines, content recommendation systems, hybrid recommender systems, ranking engines, and AI-powered personalization tools tailored to your platform.
Realized projects
Years of engineering excellence and tech innovation
Rated on Cluth
Services
Plavno helps businesses define the right recommendation strategy based on product type, audience behavior, available data, and revenue goals. We identify where AI recommendations can create the biggest impact.
We build custom AI recommendation engines that deliver personalized product, content, and service suggestions based on user interactions, preferences, and behavioral signals.
Our team develops recommendation models using collaborative filtering, content-based logic, hybrid approaches, and behavioral scoring to match your platform requirements.
Plavno integrates AI recommendation systems into websites, mobile apps, eCommerce platforms, CMS environments, SaaS products, and internal business systems.
We improve recommendation quality through model evaluation, feature tuning, A/B testing, ranking refinement, and continuous performance optimization.
We provide long-term support for recommendation systems, including retraining, monitoring, logic updates, data pipeline improvements, and scalability enhancements.
Trusted by Industry Leaders
Eugene Katovich
Sales Manager
Plavno develops AI recommendation engines that improve personalization, product discovery, engagement, and conversion for growing digital businesses.
Get a Free QuoteBenefits
Improve personalization with recommendations tailored to each user
Increase conversions by showing more relevant products and content
Boost average order value through smarter cross-sell and upsell suggestions
Improve user engagement with personalized journeys and content discovery
Reduce churn by keeping users more interested and active on the platform
Strengthen customer retention with more relevant digital experiences
Improve product discovery across large catalogs and content libraries
Use behavioral data effectively to drive business decisions and recommendation quality
Support real-time recommendations based on current activity and intent
Create competitive advantage with a custom AI recommendation engine built for your business
Scale personalization efforts without manual merchandising or rule-based updates
Turn user interactions into revenue opportunities with better recommendation logic
Case Study
We developed an AI agent that helps teams process negotiation calls, extract key points, summarize commitments, and organize follow-up actions. The solution reduced manual work, improved post-call clarity, and made negotiation workflows more structured and actionable.
Faster post-call analysis and follow-up preparation
Talent pool
High-performing developers for growing companies
Alex
Solution Architect
End-to-end solution design, cloud security, and scaling expert. Experienced in distributed systems and microservices architecture.
End-to-end solution design, cloud security, and scaling expert. Experienced in distributed systems and microservices architecture.
Sofia
Integrations Engineer
Develops integrations with EHR, CRM, and productivity tools. Works with FHIR/HL7, Salesforce, HubSpot, and calendar APIs.
Develops integrations with EHR, CRM, and productivity tools. Works with FHIR/HL7, Salesforce, HubSpot, and calendar APIs.
Alex
Backend Lead
Builds scalable backend services in Python and Node.js. Designs domain-driven APIs with FastAPI, Postgres, and Kafka eventing.
Builds scalable backend services in Python and Node.js. Designs domain-driven APIs with FastAPI, Postgres, and Kafka eventing.
Industries
We offer a wide range os custom services and software solutions that are all intended to improve the competitiveness and efficiency of your business. Our software development team is willing to provide the solutions you require to spur innovation and growth
We have an in-depth understanding of the healthcare industry and are familiar with industry standards, allowing us to develop software solutions that meet the most demanding requirements
Fitness centers, sports medical clinics, athletic programs and any sport business can benefit from the sports software development services our developers offer
Optimize route planning, track the vehicles status, and efficiently solve various transportation and logistics tasks with our tailored software development solutions
By utilizing cutting-edge technologies to develop unique media and entertainment IT solutions, our software development team keeps up with the latest trends to assist business in achieving their
Weather analysis, soil conditions monitoring, machinery maintenance and GEO tracking, planning and harvesting management
We develop systems for tour operators with AI integration, high-performing travel website software, online booking systems, third-party software integrations and many more
Software automation for lead generation, powerfull consumer-facing solutions, customized AI software solutions, Big Data analytics tools development
We have an in-depth understanding of the healthcare industry and are familiar with industry standards, allowing us to develop software solutions that meet the most demanding requirements
Our developers have an extensive experience im engineering E-government software development service for a modern, digital public sector
Optimize route planning, track the vehicles status and efficiently solve various transportation and logistics tasks with our tailored software development solutions
We develop software for the real estate industry that streamlines and automates routine tasks like paying utilities and rent, as well as activities like property searching, transactions management, property
Web and mobile applications development, portals software, telematics applications development, customer loyalty systems development, GPS tracking applications, videoconferencing software
Tools we use
Plavno combines machine learning, ranking frameworks, data engineering, and cloud infrastructure to build scalable AI recommendation systems for modern businesses.
Advantages
Experts ready to start with your project
We are not "blind coders" or "feature makers." We focus on creating the right product for the right people.
Agile teams are primed for deployment within 2-3 weeks.
Well-defined service standards for all clients.
of developers are senior-level.
Testimonials
“They really understand what we need. They’re very professional.”
Sergio Artimenia
Commercial Director, RNDpoint
“We appreciated the impactful contributions of Plavno.”
Thien Duy Tran
Product Manager, T-Rize Group
“We are very satisfied with their excellent work”
Michael Bychenok
CEO, MediaCube
“They have a clear understanding of what the end user needs.”
Helen Lonskaya
Head of Growth, Codabrasoft LLC
“The app was delivered on time without any serious issues.”
Mitya Smusin
Founder, 24hour.dev
Frequently Asked Questions
Find answers to your common concerns
An AI recommendation system is software that analyzes user behavior, preferences, and product or content data to generate personalized recommendations for each user.
Plavno builds product recommendation engines, content recommendation systems, hybrid recommender systems, collaborative filtering solutions, ranking engines, and real-time personalization tools.
Recommendation systems are especially useful for eCommerce, SaaS, media, marketplaces, streaming platforms, mobile apps, and any digital product where personalization affects engagement or revenue.
Yes. Plavno integrates AI recommendation systems into websites, mobile apps, eCommerce stores, marketplaces, SaaS platforms, CMS environments, and custom software products.
Typical inputs include browsing history, clicks, purchases, search behavior, item metadata, category signals, ratings, and user interaction data. The exact data set depends on the recommendation use case.
Yes. Plavno provides support, retraining, optimization, monitoring, and long-term maintenance for AI recommendation systems after deployment.
Project Calculator
No meetings or calls needed. Just answer a few questions and our consultants will provide an advisory package tailored for your project. It's free and non-binding
Development Process
Share your platform goals, personalization challenges, and recommendation use cases with the Plavno team.
We discuss your business model, data environment, priorities, and integration needs, and sign an NDA if needed.
Plavno prepares a tailored AI recommendation system development roadmap with scope, architecture direction, timelines, and next steps.
Project Estimator
The estimated time to launch the product
Clear vision of functionality you need
15% discount on your first sprint
Contact Us
We can sign NDA for complete secrecy
Discuss your project details
Plavno experts contact you within 24h
Submit a comprehensive project proposal with estimates, timelines, team composition, etc
Plavno has a team of experts that ready to start your project. Ask me!
Vitaly Kovalev
Sales Manager
What Happens Next?
