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AI-Powered Customer Segmentation for Smarter Marketing & Targeting
We implement machine learning and behavioral analytics so you can communicate with each customer in their own language — at the right time and through the right channel.
Why trust this to us?
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Data Science team specialized in marketing and behavioral analyticsWe don’t just build models — we understand how they impact revenue.
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Integration with any platform and fast adaptation to your tech stack
We work with Salesforce, HubSpot, Mailchimp, Google Ads, Facebook, Power BI, Segment, and more.
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Flexible engagement: from consulting to full implementation
We can act as your external AI team or strengthen your in-house specialists.
Top 6 problems AI segmentation solves
Intelligent customer segmentation based on behavioral and transactional data
AI uncovers patterns that traditional analytics cannot detect.
Marketing campaign personalization
Deliver the right offer to the right audience at the right moment — CTR and ROI increase.
Funnel analysis and bottleneck detection
AI reveals where user interest drops and how to recover it.
Churn prediction and customer retention
AI segmentation identifies “cooling” customers before they leave.
Ad budget and creative optimization
AI highlights which segments respond best to creatives and channels, reducing wasted spend.
Real-time automatic segment updates
Segments don’t freeze — they continuously evolve as customer behavior changes.
Personalize communication and increase conversions with AI segmentation
We’ll show real examples of how the analytics works and what growth you can expect.
Testimonials
Мы заказывали у KISS Software анимацию для 2D-платформера. Ребята сразу поняли нашу стилистику, предложили интересные решения по эмоциям персонажей, а результат превзошёл ожидания. Игроки отмечают именно «живость» анимации. Будем работать ещё.
Андрей
гейм-дизайнер
Нужно было подключить аутсорс на этапе риггинга и внутриигровых синематиков под Unreal Engine. KISS вошли в проект аккуратно, без долгих вводных, всё отдали в срок, багов — ноль. Отличная техничка, быстрая реакция и понимание продакшн-процесса.
Михаил
продюсер, студия разработки игр
Уже третий проект делаем с командой KISS — всегда всё прозрачно, по делу и вовремя. У них реально хорошее чувство гейм-драмы и движущейся композиции. Отдельно ценим их подход к оптимизации под мобильные платформы.
Денис
CEO
How we work
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Business goals and data analysisданных и целей бизнеса
We start by understanding your goals, funnel, and marketing strategy. Load your data: CRM, web analytics, transactions, behavioral signals. Perform initial cleaning and classification. Define key segmentation KPIs. Align segmentation outcomes with business decisions you want to make.
Time to deliver
~ 1-2 days
Segmentation model selection and data preparationмодели сегментации и подготовка данных
Choose the right approach: clustering (e.g., K-means), classification, or hybrid models. Build behavioral and transactional features. Apply ML algorithms to historical data. Visualize preliminary segments and behavioral patterns. Validate segmentation logic with business objectives.
Time to deliver
~ 2-4 days
Model training and validation
Run cross-validation and A/B tests on sample datasets. Measure segmentation quality: precision, recall, ROI. Train the model on recurring behavioral patterns. Optimize parameters for predictive accuracy. Deliver dashboards with interactive metrics.
Time to deliver
~ 3-7 days
Integration with marketing tools
Integrate segments into CRM, email platforms, and ad accounts. Set up APIs and automated audience updates. Launch pilot campaigns using new segments. Identify best-performing creatives and channels per segment. Configure triggers and alerts for automated actions.
Time to deliver
~ 5-15 days
Monitoring and continuous updates
AI segments continuously evolve. We set up scheduled or event-based retraining. Track behavioral changes and adapt strategies accordingly. Segments update based on new online and offline activity. You receive fresh, actionable analytics daily.
Time to deliver
~ 2-4 days
Advanced behavioral insights
Identify which behavioral signals drive purchases or churn. Build heatmaps, behavioral paths, and cohort analysis. AI reconstructs the customer journey at micro-segment level. You understand not only who buys — but why. This enables highly accurate strategic decisions.
Time to deliver
~ 1-2 days
Technologies and tools we use
Java
Javascript
MySQL
PHP
Java
Javascript
MySQL
PHP
FAQ
CRM data, basic website analytics, and sales history are enough. More sources increase accuracy.
No. MVP can be launched in 2–4 weeks. A full model takes 1–2 months.
Yes. We implement scheduled and event-driven retraining with automatic segment updates.
Want to know exactly who your customer is and what to offer them?
AI will identify your segments and show how to work with each of them.
