AI Recommendations & Predictive Analytics
Predictive AI for e-commerce and other industries: personalized suggestions, customer scoring, data analysis.
Service details
We build intelligent systems that turn your data into decisions.
Personalized recommendations
Products & contentBoost 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.
Rose Cleanser
Night Balm
Calm Serum94% match
Green Recovery89% match
Repair Mask81% matchIntelligent matching
People & opportunitiesConnect 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 →Customer scoring
Leads & churnIdentify 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.
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.
Proof in action
Broekmans: AI Drinks Adviser for a Beverage E-commerce
An intelligent assistant connected to the Drankenshop Broekmans catalogue, guiding customers through more than 8,000 drinks references, whisky to alcohol-free.
Read the case studyOldFashiond: AI-Powered Matching Backend
Premium dating platform for over 40s using artificial intelligence to create authentic connections.
Read the case study