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Enterprise AI that understands your business before it takes action.

From data platforms and migrations to analytics, decision intelligence, and AI agents that do the work, all on the systems you already run.

The Operational AI Stack: every action connects your records, business rules and policies.

14+years building enterprise data and AISince 2012
400+professionals across Dubai and Bengaluru
200+enterprises served

Trusted by leading names in real estate, hospitality, retail, and banking across the Middle East and India

What we do

We build trusted data platforms and analytics, and the AI agents that run on them.

Follow a problem from start to solution

Pick a business problem. See what AI checks, how it decides, what it updates in your systems, and when a person steps in. Every action has a clear record.

    Every action is logged with its source records and the policy that allowed it, so any decision can be audited later.

    What changes for your business

    Solutions built for daily use and designed to scale. Start with one and expand as needed, with every product sharing the same trusted data and business context.

    Industries

    Built for your industry

    Enterprise-ready across every operating environment.

    Talk to an expert
    Also serving
    • Government
    • Healthcare
    • Telecom
    • Oil & gas
    • Airlines
    • Utilities
    • Automotive

    How we work with you

    What you license

    Our products

    Serina and Zebo: AI agents for invoices, collections and customer service, priced by invoice or transaction volume. Plus DataPrep 360 for governed migrations.

    Who makes it work

    Our people

    Start with the work you need today: a data platform, an ERP migration, better reporting or an AI workflow. Our teams design, deliver and support it.

    What stays yours

    Your systems

    Your ERP, CRM, core banking and data platform remain the system of record. Nothing is ripped out or replaced.

    Semantics is in our name. What about your AI?

    Your AI needs to understand how your business works: what your data means, how your records connect and which rules govern each action. We build that understanding into the products and systems you already use.

    1. Your systems

      ERP, CRM, core banking, documents and conversations

    2. Trusted foundation

      Prepared, reconciled, archived and governed

    3. Business context

      Your definitions, relationships and policies, in a form agents can use

    4. Decision

      What matters now, and what the policy allows

    5. Action

      Written back to your systems, with people approving exceptions

    We define your business once, connect your records, and give each agent only what it needs for the task.

    1. Ontology

      Your business defined once: customers, contracts, products, policies and how they relate, in one shared vocabulary.

    2. Knowledge graph

      Your records connected across ERP, CRM, documents and conversations, so an agent sees the whole picture behind each case.

    3. Context graph

      How your business decides: policies, approvals and precedents. Each agent receives only the records, rules and policies its task needs, so every action can be traced and audited.

    Microsoft Solutions Partner

    Data & AI · Digital & App Innovation

    Proven on the platforms you already use

    We build on the leading data, analytics and AI platforms, Microsoft and beyond, and work on top of the ERP, CRM and industry systems that run your business.

    Delivery example: Microsoft Fabric

    A global investment firm consolidated a multi-cloud data estate onto Fabric

    • 50%lower cloud spend
    Read the case study

    What we build with

    Platforms we deliver on
    Microsoft Fabric, Azure, Databricks, Snowflake, AWS, Fivetran
    AI models we build with
    Azure OpenAI, OpenAI, Anthropic Claude and open-weight models such as Llama, Mistral, Qwen and DeepSeek
    Agents & integration
    Azure AI Foundry, Copilot Studio, Microsoft Agent Framework, Logic Apps, Power Platform and more
    Decision intelligence
    Fabric IQ, Databricks Genie, Snowflake Cortex, InsideOps
    Analytics & governance
    Power BI, Microsoft Purview, Databricks Unity Catalog, Snowflake Horizon and more
    Legacy platforms we modernize
    Teradata, Netezza, Oracle Exadata, SQL Server, Azure Synapse, Informatica, SSIS, Cognos, Business Objects, Tableau and more

    Full technology list

    The systems we work on top of

    We don’t implement your ERP or CRM. We connect to it, move data in and out of it, and put analytics and AI on top, so you get more from what you already run.

    ERP & CRM
    SAP ECC and S/4HANA, Oracle EBS and Fusion, Microsoft Dynamics 365, NetSuite, JD Edwards, Salesforce and more
    Core banking
    Temenos T24 and Transact, Path Solutions iMAL, Infosys Finacle, Oracle FLEXCUBE Universal Banking and more
    Industry platforms
    Yardi, Oracle OPERA, LS Retail, Oracle Retail and more

    Start with one operational problem.

    Whether you need trusted data, clearer reporting or an automated workflow, we’ll help you define the right starting point.

    1. Assess

      We map one high-value workflow, the data behind it and what's holding the project back.

      Discovery & assessment
    2. Prove

      A bounded pilot on your systems, with agreed success measures and real users.

      Weeks, not quarters
    3. Scale

      Add workflows and products on the same data and business context.

      Managed AI & data services

    Prefer email? info@datasemantics.co

    Talk to an expert

    Tell us which problem you want to fix first.

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    United States of America

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    United Kingdom

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