Your Customers Aren’t
Segments. They’re Signals.

Leverage AI to Understand, Predict, and Personalize Every Step of the Buying Journey.

Why Traditional Segmentation Falls Flat in Modern Retail

When personalization is rule-based and disconnected from behavior, the consequences are immediate:

0 %

of consumers feel frustrated by non-personalized experiences

0 %

potential revenue uplift with AI-driven personalization and targeting

What AI‑Powered Personalization Must Deliver Today

Retailers must move beyond one-size-fits-all to moment-level intelligence — driven by behavior, preferences, and intent across every touchpoint.

Unified Customer Data Layer (CDP)

Stitch together purchases, clicks, location data, product views, and feedback into a dynamic profile

Behavioral Clustering Models

AI identifies micro-segments based on patterns, not just age or geography

Predictive Propensity Scores

Know who’s likely to buy, churn, upgrade, or respond to a promotion — before they act

Real-Time Personalization Engines

Modify banners, emails, product carousels, and push notifications instantly based on user behavior

Cross-Channel Experience Sync

Ensure the message, product recommendation, or offer follows the customer across app, email, social, and store

Content & Offer Recommendation Systems

Use collaborative filtering and deep learning to serve what resonates — not what’s pre-programmed

AI-Led Lifecycle Campaigns

Automated journeys triggered by customer context, not fixed dates or sequences

Feedback & Sentiment Looping

Collect, analyze, and adapt based on reviews, CSAT, or social chatter

Today’s customer journey isn’t linear — and your personalization shouldn’t be either.

Why INT. Builds Insight Platforms That Learn, Predict, and Act

We help retail and consumer brands move beyond dashboards — into AI-native personalization that adapts in real time and delivers impact at every step.

Retail-Calibrated ML Models

Predict churn, next purchase, frequency, and channel preference using tuned models for fashion, lifestyle, grocery, and electronics

Prebuilt Data Connectors

Integrate seamlessly with POS, CRM, loyalty systems, apps, and eCommerce platforms

Scalable Real-Time Architecture

Handle millions of events per day with latency under 100ms — from trigger to action

Omnichannel Campaign Orchestration

Trigger email, push, or WhatsApp campaigns based on behavioral inputs, with dynamic content injection

Dynamic Offer Personalization

AI chooses the best offer by margin, inventory availability, and customer profile in milliseconds

Performance Dashboards with Explainability

Measure uplift, attribution, and campaign impact — with transparency into why AI made each choice

INT. builds systems that understand your customers before your competitors do.

case studies

Proof That Speaks

Featured

31%

increase in campaign conversion rates through AI-led targeting

47%

boost in repeat purchases within 90 days of personalization rollout

Get a Free Customer Insight & Personalization Maturity Scan

Let’s evaluate where you stand on the personalization curve — and what’s needed to move from rules to real intelligence.

You’ll receive:

  • CDP and first-party data readiness review
  • Churn and conversion modeling benchmark
  • Personalization engine capability audit
  • Omnichannel messaging effectiveness analysis
WHO WE ARE

At INT., excellence and innovation drive everything we do.

We go beyond maintaining operations—we empower businesses with data, insights, and best practices to stay ahead in an ever-evolving digital landscape.

Years of Excellence
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Offices Worldwide
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