• TesseractDB™

    Every Signal. Every User. Every Moment. Ready to Act on.

    TesseractDB™ is a purpose-built real-time data layer that gives AI and decisioning
    engines instant access to complete user context — from the event that happened
    seconds ago to 10 years of granular behavioral history.

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    The depth to
    understand

    10-year lookback

    The granularity
    to personalize

    Unlimited data
    points per user

    The speed
    to act

    50B+ user actions
    processed daily

    Why TesseractDB™

    Purpose-Built For Real-Time Engagement

    Real-time engagement demands more than fast data. It demands deep context, live signals, instant access, connected intelligence, and the ability to do it all at scale. TesseractDB™ is purpose-built to bring all five together in one data layer - so your decisioning engine can understand more, respond sooner, and act with confidence.

    Customer profile surrounded by behavioral events, subscriptions, recommendations and preferences.

    Understand

    Granular context makes every signal more meaningful

    Go beyond summarized behavior. TesseractDB™ preserves the detail behind every interaction - behavioral events, campaign responses, profile attributes, and derived features - so every signal carries the context needed to make better decisions.

    Capture

    The signal happening now is available now

    Live-stream events flow continuously into TesseractDB™, bringing the latest user behavior into the same context as everything that came before - without waiting for the next batch.

    Live customer signals show best engagement time, preferred channel and recently viewed shoes.
    Historical and real-time signals connect through a decisioning engine to multiple customer profiles.

    Query

    Rich context stays accessible at decision speed

    Historical and live signals can be retrieved when the decision needs them, giving your models the context they need without compromising real-time performance.

    Connect

    The same data powers learning and action

    The data that teaches your models from historical behavior also feeds the decision happening in the moment - connecting the offline brain with the online learner in one continuous loop.

    Customer location and food preferences power a personalized email about Chinese cuisine in Singapore.
    Many customer profiles and interaction signals surrounding a central customer profile.

    Scale

    Real-time performance holds at engagement scale

    Built for the realities of high-volume customer engagement, TesseractDB™ processes billions of user actions and supports massive activation workloads without turning scale into a bottleneck.

    One Continuous Learning Loop

    Learn From The Past, Act on The Present

    AI shouldn't have to choose between historical context and what's happening right now.

    TesseractDB™ brings long-range user history and live behavioral signals into the same real-time data layer -
    so the intelligence built from everything a user has done can continuously inform what happens next.

    Learn

    Historical behavior teaches the system what matters

    Purchases, interactions, campaign responses, preferences, and derived signals give models the context to understand patterns over time.

    Respond

    Every new behavior updates the picture

    A click, cart add, app open, or purchase enters the same data layer as it happens - adding the latest signal to everything the system already knows.

    Act

    The next decision reflects both

    The decisioning engine can access historical intelligence with the freshest user behavior to personalize the experience in the moment.

    Learn from the past, act on the present.
    TesseractDB™ architecture with AI and machine learning, querying and processing, distributed data nodes, and cloud storage layers.

    The TesseractDB™ Architecture

    Powerful AI & ML engine

    Harness the power of customer data to elevate customer experiences.

    Smart Querying & Processing

    Gain real-time actionable insights from millions of data points.

    Distributed Data Store

    Scale your data effectively with multiple data nodes.

    Unlimited Data Storage

    Enrich customer understanding through seamless data ingestion and storage.

    About TesseractDB™

    TesseractDB™ is CleverTap's Purpose-built, state-of-the-art database designed to facilitate storage and processing of data, with 12 product and technology patents*. TesseractDB™ Generation 3 is powered by a brand new protocol: the Network Columnar Format (NCF), drawing inspiration from RCFile, Apache ORC, and several other sources. As a columnar storage format, it excels in enabling real-time queries, thus yielding hyper-personalized experiences.

    Turn Customer Data Into Live 1:1 Personalization

    See how TesseractDB gives CleverAI™ the context to understand each customer and personalize every interaction.