Most AI projects fail. Yours doesn't have to.

Datavid Rover turns fragmented enterprise data into trusted, actionable knowledge, so your teams can search, learn, and build with confidence from day one.
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“We waited more than two years for internal teams to create our compliance system. Datavid, with Rover, did in few weeks.”

-  Data Officer, Roche

Why AI projects fail

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The problem with enterprise data

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Even the best AI models cant generate reliable insights from fragmented or low-quality data.

What AI needs to succeed

To deliver real value, AI needs a foundation of structured, trusted knowledge. that means:
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Searchable content
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Semantic enrichment
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Domain-specific context
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Controlled vocabularies
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Integrated systems
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Governance
Datavid Rover delivers that foundation in days or weeks, not months or years - so your AI initiative can actually work.
Why AI projects fail
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The problem with enterprise data
Most enterprise data is:
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Unstructured
Lacking context
Siloed
Not normalized
Missing provenance
Not AI-ready
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Even the best AI models can’t generate reliable insights from fragmented or low-quality data.
What AI needs to succeed
To deliver real value, AI needs a foundation of structured, trusted knowledge. that means:
Datavid Rover delivers that foundation in days or weeks, not months or years - so your AI initiative can actually work.

From chaos to context

Datavid Rover Diagram

Datavid Rover is a semantic search platform and enrichment engine that makes your documents and data findable, structured, and AI-ready from day one.

Why Datavid Rover

Datavid Rover combines the speed of an off-the-shelf tool with the power of a tailored solution - transforming structured and unstructured data into a connected knowledge graph that delivers fast, flexible, and future-ready results.

Built for business outcomes

  • Launch in weeks, not years
    Deploy AI-ready data products in 6–10 weeks with minimal IT dependency.
  • Accelerate time to value
    Skip the custom build of infrastructure. Out-of-the-box pipelines deliver 80% of what you need. Fast.
  • Unify content across silos
    Bring structure to unstructured data from PDFs, emails, SharePoint, and more.

Flexible by design

  • Integrate with what you have
    Connect legacy systems, LLMs, ontologies, and external APIs without reengineering.
  • Customize without complexity
    Tailor workflows, UI, and access controls, without starting from scratch.
  • Deploy agentic AI & LLMs
    Build intelligent, explainable workflows that reduce manual tasks and boost compliance, safely!
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Why datavid rover
Business Applications - datavid rover

Build business applications. Faster.

Rover doesn’t replace your internal assets - it amplifies them.

By combining your existing data models, ontologies, and business logic with Rover’s prebuilt components, your teams can quickly assemble AI-ready applications that are tailored to your domain.

  • Connect legacy and modern data sources
  • Enrich with your taxonomies, knowledge bases, and LLMs
  • Customize UIs, workflows, and permissions
  • Create agentic workflows that drive action, not just answers
  • Build and compose custom agents to perform domain-specific tasks

From intelligent data to usable applications, in a fraction of the time.

See it. Believe it. Build it.

See how Rover connects, enriches, and searches across your content in real time.

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What powers Datavid Rover

Explore the intelligent building blocks behind Rover’s performance

  • Named entity recognition Automatically extract people, places, products, and other key concepts from your content
  • Knowledge graph generation – Build a semantic layer on platforms like Microsoft Fabric, Databricks, or Snowflake to connect data into meaningful relationships and insights.
  • Metadata management Standardize and govern the who, what, and when of your information for traceability and control
  • Semantic data platform Add structure and meaning to complex, disconnected data to make it AI-ready
  • Data discovery Surface patterns, relationships, and insights across your structured and unstructured content
  • Cognitive search Enable natural language queries that return precise, explainable answers in real time
  • GraphRAG architecture Enable grounded, context-rich responses from LLMs by connecting them to enterprise knowledge graphs
  • LangChain integration Seamlessly connect to your LLMs and agent frameworks of choice for ultimate flexibility in AI orchestration
  • Agentic workflows Automate decision-making with domain-aware AI agents that act on enterprise knowledge
  • Interoperability – works with MarkLogic, Databricks, Snowflake, Microsoft Fabric, etc

Out-of-the-box acceleration

Rover gives your team a head start with pre-built capabilities that deliver business-ready results, no custom development required.

  • Plug-and-search support​
    Instantly index and search across PDFs, Office files, SharePoint, Gmail metadata, and more.​
  • Semantic enrichment​
    Apply named entity recognition, classification, and contextual tagging to turn raw content into structured, usable knowledge.
  • Cognitive search interfaces​
    Power intuitive search experiences using natural language queries and get precise, explainable answers.​
  • MVP-ready data products​
    Launch faster with pre-defined UI components and modular architecture built for rapid deployment.​
  • Customizable to your domain​
    Integrate your own ontologies, taxonomies, and data sources.
  • Secure AI/ LLM integration​
    Safely incorporate LLMs and agentic AI into enterprise workflows using industry best practices for governance, privacy, and control.
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Need a quick overview to share with your team?

Get the brochure to see how Datavid Rover unifies data and delivers business results.

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Customizable platform

Datavid Rover is built for enterprises that need flexibility without complexity. Whether you're modernizing legacy infrastructure or deploying AI for the first time, Rover adapts to your environment, on your terms.

  • Works with what you already have
    Connect structured and unstructured data across legacy ERP systems, cloud platforms, and document stores, no reengineering required.
  • Tailor to your business logic
    Customize enrichment rules, UI components, and workflow steps to match your specific regulatory, research, or operational needs.
  • Integrates with your stack
    Seamlessly connect Rover to your existing knowledge bases, ontologies, and identity systems, ensuring security, compliance, and enterprise alignment.
  • Future-ready architecture
    Designed for agility, Rover supports modular upgrades, evolving LLMs, and agentic workflows, so your investment scales with your strategy.
  • Trusted by business and IT
    Built to satisfy governance, performance, and user experience, Rover is trusted by data, compliance, and innovation teams alike.

Purpose built modules

Datavid Rover’s growing library of purpose-built modules includes pre-configured workflows and intuitive interfaces, designed to solve common data challenges fast, with new capabilities added regularly.

Policy compliance assistant

Quickly locate the most relevant policy, procedure, or directive across thousands of documents.
Ideal for regulated industries where accuracy, traceability, and response speed are critical.

Research finder

Visualize connections between documents, authors, entities, or events, ideal for research discovery or compliance workflows.​

Pipeline builder

Connect, enrich, and deliver data from hundreds of sources through a visual, modular interface. Built for agility, it gives data and platform teams the tools to unify fragmented content and deliver high-quality, AI-ready knowledge. Fast.

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From Chaos to Clarity - Start Building Smarter Data Products

  • Launch AI-ready data products in under 10 weeks
  • Connect structured and unstructured content into a usable knowledge graph
  • Accelerate compliance, research, discovery, and innovation

Your Questions. Answered.

What makes Datavid Rover over different from other search or AI platforms?

Unlike generic AI tools, Datavid Rover is built for structured and unstructured enterprise data. It combines semantic enrichment, knowledge graph generation, and agentic workflows in one extensible platform, designed to deliver usable, trusted, and explainable results from day one.

How fast can we be up and running?

Most teams launch a working prototype in under 10 weeks, often through our 45-day Proof of Concept program. Datavid Rover comes with out-of-the-box pipelines, UI components, and integration accelerators to reduce time-to-value dramatically.

Can Datavid Rover work with our legacy systems and data formats?

Yes. Datavid Rover connects to a wide variety of sources, from SharePoint and Gmail to cloud storage, relational databases, and flat files. It’s designed to ingest and unify fragmented data without requiring reengineering.

Is Datavid Rover secure and compliant for regulated industries?

Absolutely. Datavid Rover supports role-based access control, auditability, and metadata governance out of the box. It's used by organizations in life sciences, publishing, and the public sector to meet demanding compliance and security requirements.

Do we need a data science or engineering team to use Datavid Rover?

No. While technical teams can customize Datavid Rover deeply, business and compliance users can access powerful search and automation features through intuitive interfaces. We also offer onboarding and managed support to guide your team.

Let's get started!

Talk to a solution expert about your goals, see how Datavid Rover fits your use case, and experience how it transforms your content into business-ready knowledge!