Services

We engineer marketing intelligence that doesn’t just analyze data — it understands it.
Our AI-powered ecosystem fuses machine learning, data orchestration, and real-time personalization to help brands engage audiences at unprecedented depth and accuracy.

Every click, view, and interaction becomes a data signal that our system transforms into insight — enabling smarter targeting, predictive decisioning, and measurable growth.

AI Audience Segmentation

Our segmentation engine leverages unsupervised learning techniques (K-Means++, DBSCAN, and Hierarchical Clustering) to group customers by shared behavioral and psychographic traits.

AI Audience Segmentation

Using dimensionality reduction (PCA, t-SNE), we visualize and simplify high-dimensional data — uncovering hidden affinities and micro-segments invisible to manual analysis.

Technical Features:

  • Multi-source data integration (web, CRM, mobile, POS, ad APIs)

  • Real-time identity resolution and data stitching

  • Dynamic feature scoring for segment drift detection

  • Model retraining pipelines via AutoML and MLOps integration

Outcome:
Granular audience understanding that enables message precision and budget efficiency across all marketing channels.

Predictive Campaign Optimization

We use machine learning to forecast campaign performance and recommend adjustments—helping marketers continuously improve engagement and conversion outcomes.

 

Predictive Campaign Optimization

Technical Features:

  • Cross-channel attribution modeling

  • Predictive lifetime value (LTV) and churn risk scoring

  • Bayesian optimization for creative selection

  • Automated feedback loops for continuous learning

Outcome:
A self-optimizing marketing engine that continuously improves CTR, CVR, and ROI through machine intelligence.

Adaptive experiences powered by intent signals.


When a user interacts — scrolls, clicks, or hesitates — our platform updates in real time, serving the most relevant content, product, or offer.

Omnichannel Integration

We combine streaming analytics (Kafka + Spark Streaming) with contextual AI models to personalize experiences at millisecond speed.

Technical Features:

  • Session-level behavioral tracking

  • Contextual bandits and next-best-action modeling

  • Geo-location and device intelligence for hyper-local relevance

  • Content rendering via dynamic API endpoints or headless CMS integration

Outcome:
An always-learning personalization engine that evolves with every user touchpoint — increasing conversions, engagement, and loyalty.

Analytics & Insights Dashboards


Visualize campaign performance with intuitive dashboards that track KPIs, segment success, and customer lifetime value.

Analytics & Insights Dashboards

Consulting & Customization

We partner with brands to design personalization strategies, integrate with existing systems, and deliver solutions tailored to their specific needs.

Consulting & Customization

Real-Time Personalization

Adaptive experiences powered by intent signals.

We combine streaming analytics (Kafka + Spark Streaming) with contextual AI models to personalize experiences at millisecond speed.
When a user interacts — scrolls, clicks, or hesitates — our platform updates in real time, serving the most relevant content, product, or offer.

Technical Features:

  • Session-level behavioral tracking

  • Contextual bandits and next-best-action modeling

  • Geo-location and device intelligence for hyper-local relevance

  • Content rendering via dynamic API endpoints or headless CMS integration

Outcome:
An always-learning personalization engine that evolves with every user touchpoint — increasing conversions, engagement, and loyalty.

Omnichannel Integration

Seamless synchronization across ecosystems.

Ingenytec connects your marketing stack through secure API connectors and data exchange protocols (REST, GraphQL, Webhooks) — creating a single source of truth for audience intelligence.

Technical Features:

  • Bi-directional integration with CRM, ESPs, CDPs, and ad platforms

  • Real-time event ingestion with webhook triggers

  • Server-side tagging and privacy-safe tracking via consent frameworks

  • Cross-device user graph construction for identity continuity

Outcome:
A unified brand narrative across email, mobile, web, and social — powered by synchronized, context-aware data.


 

Analytics & Insights Dashboards

From metrics to machine understanding.

Our analytics framework combines BI visualization (Superset, Tableau, Power BI) with predictive reporting powered by our AI Insights Engine.

Technical Features:

  • Custom metric builder for flexible KPI creation

  • Attribution analysis via Markov chain modeling

  • Sentiment and topic analysis using NLP

  • Model performance dashboards (ROC, precision-recall, AUC tracking)

Outcome:
Marketers get clear, explainable intelligence that bridges creative decision-making with data science rigor.

Consulting & Customization

From deployment to data science integration.

Our experts partner with your internal teams to architect AI solutions that fit your ecosystem — from data schema design to model tuning and API orchestration.

We provide:

  • AI strategy consulting and data readiness assessment

  • End-to-end MLOps pipeline setup (CI/CD for ML models)

  • Model explainability and bias auditing

  • Tailored integrations with cloud environments (AWS, GCP, Azure)

Outcome:
A fully integrated AI infrastructure aligned with your business model, tech stack, and long-term data vision.

System Workflow Overview

Step 1: Data Collection
Ingest structured and unstructured data from all customer touchpoints.

Step 2: Processing & Modeling
Clean, normalize, and transform data into machine-readable signals.

Step 3: AI Decisioning
Apply predictive models to score, segment, and recommend actions.

Step 4: Automation & Personalization
Deploy insights directly into campaigns via API or workflow automation.

Step 5: Measurement & Optimization
Analyze performance metrics, retrain models, and refine continuously.

FAQ

 Our FAQ section addresses the most common inquiries from brands and marketers, helping you understand how our personalization engine works, what makes it different, and how it can fit seamlessly into your campaigns.

Innotuity is built on a behavioral learning engine that adapts in real-time, making every interaction more relevant. Unlike static targeting tools, our system continuously evolves with your customers.

We designed our platform to scale. Startups can benefit from plug-and-play integrations, while enterprises can leverage advanced AI features and custom rule engines.

We prioritize transparency and trust. Innotuity is fully GDPR and CCPA compliant, ensuring that customer data is processed securely and ethically.

Our platform supports email, websites, mobile apps, and social media. We also integrate with leading CRMs and CMSs to ensure omnichannel consistency.

Yes. Innotuity provides ready-to-use integrations with major marketing platforms, and our team can customize connections to fit your existing ecosystem.

Many brands start noticing engagement improvements within weeks of implementation. As the AI learns more about your audience, performance gains compound over time.

Innotuity is at the forefront of MarTech innovation. We empower brands to deliver campaigns that feel like personal conversations instead of mass broadcasts.

Contact

info@innotuity.com

Helsinki, Finland

Copyright © 2025 Innotuity