Dataplanedataplane

    Case Studies

    Dataplane Success Stories

    All across the value chain, we love helping companies turn fragmented data into a trusted foundation their teams, systems, and AI can build on. Here are some of their stories.

    Retail · AI Agent Enablement

    AI analytics agent for a national retailer

    A national retailer had piloted an enterprise AI analytics agent for plain-language queries against their data warehouse. But as scope grew, so did the context the agent had to reason over: accuracy slipped, hallucinations crept in, and costs climbed. We migrated their context layer onto Dataplane's ontology and offloaded logic into a custom harness for better observability, reliability, and cost. Accuracy and speed improved dramatically while cost fell — and faster, more trustworthy answers won back engagement.

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    99%
    Answer accuracy
    22%
    Cheaper, by token usage
    30%
    Faster, end to end
    MetricInjectionRAGOntology
    Accuracy27%80%99%
    Latency32.3s25.3s22.5s
    Tokens in5.2k7.4k4.4k
    Tokens out1,5301,008868
    DB calls11.11.61.5

    Every result traces to the same foundation — a governed semantic layer that makes messy data trustworthy enough to build on.

    Industrial · Data Enrichment

    Product data for ERP modernization

    A global, PE-owned industrial goods manufacturer wanted to move to a new ERP to give customers an Amazon-like ordering experience. But its product data couldn't support it: missing attributes, inconsistent units of measure, and no standardization across tens of thousands of SKUs. Dataplane profiled, standardized, and enriched the catalog with AI, delivering a go-live-ready catalog in four weeks and the governance foundation to keep it clean.

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    4 wks
    Time to value
    10k+
    SKUs enriched
    100s
    Manual hours avoided
    • Extracted standardized attributes from freeform text
    • Built a product hierarchy through semantic analysis
    • Enriched records from third-party sources
    • Enforced data quality before the system of record

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