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AI CONSULTING & DEVELOPMENT

Recommendations

Predictive AI for e-commerce and other industries: personalized suggestions, customer scoring, data analysis.

We build intelligent systems that turn your data into decisions.

Personalized Recommendations

Products & Content

Boost conversion rates by showing users exactly what they want. We build systems that analyze behavior, preferences, and context to surface the most relevant items.

What it handles

  • Product recommendations based on browsing and purchase history
  • Content personalization for media platforms and blogs
  • “Customers also bought” and “You might like” suggestions
  • Real-time recommendations that adapt to user sessions

The result: Higher engagement, better conversion rates, and customers who feel understood.

AI-powered product recommendations

Intelligent Matching

People & Opportunities

Connect people, products, or opportunities using AI that understands semantic meaning. We transform profiles and preferences into vector embeddings for deep compatibility matching.

What it handles

  • Multi-factor compatibility scoring with weighted criteria
  • Geographic constraints and conditional logic
  • Semantic matching that goes beyond keyword search
  • Batch processing for large-scale matching operations

Where it shines: Dating platforms, job boards, B2B marketplaces, mentor programs.

See how we built it for OldFashiond →

Intelligent matching algorithm visualization

Customer Scoring

Leads & Churn

Identify your most valuable leads before your competitors do. Our predictive models analyze behavioral patterns to score prospects and flag at-risk customers.

What it handles

  • Lead scoring based on engagement signals and fit criteria
  • Churn prediction with early warning indicators
  • Customer lifetime value estimation
  • Segmentation for targeted campaigns

The outcome: Focus your sales team on leads that convert, and save customers before they leave.

Customer scoring dashboard

How we build it

Every recommendation system is different. We start by understanding your data landscape, then design an architecture that fits your scale and budget.

Vector databases Semantic search & similarity
Real-time pipelines Fresh recommendations
A/B testing Measure & optimize
Privacy-first GDPR compliant

Interested in Recommendations?

Let's discuss how we can implement this solution for your business.

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