AIM Research · specialised in data and AIIndependent · Analyst-led · Vendor-neutral

    Market · Services · Tracked since 2023

    Data Engineering Service Providers

    47 vendors tracked across 4 PeMa editions since 2023. Fractal Analytics and Tiger Analytics have been Leaders in 4 of them.

    47

    Vendors tracked

    4

    PeMa editions

    4

    Current reports

    10

    Leaders today

    PeMa Live · Data Engineering Service Providers

    How each vendor’s band has changed, edition by edition

    Every edition places vendors relative to the others evaluated that year, so we compare bands across years rather than dot positions.

    2026 edition · snapshot

    23 vendors placed · positions relative to this edition only

    LeadersSeasonedChallengersGrowth

    Positions are relative to the vendors evaluated in each edition. A dot moving does not by itself mean a vendor improved or declined.

    Vendor2023202420252026Leader
    Fractal AnalyticsLLLL4×
    Tiger AnalyticsLLLL4×
    GenpactLLL–3×
    MathCoLLL–3×
    Blend360––LL2×
    LatentView Analytics––LL2×
    Straive––LL2×
    AaysCLSS1×
    C5iSSSL1×
    DentsuSSL–1×
    Polestar AnalyticsCG–L1×
    Centific–CL–1×
    LeaderSeasonedChallengerGrowth– not evaluated that edition

    Buyer signals · September 2026 · Data Engineering Service Providers

    What this month's moves mean for your shortlist

    Every vendor move, sorted by what it does to a buying decision, with the step to take.

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    Significance

    Opportunities

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    No opportunities in this selection.

    Risks

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    No risks in this selection.

    Watch

    1

    Evalueserve partners with Databricks and launches lakehouse accelerators

    Evalueserve announced a partnership with Databricks aimed at speeding data and AI programmes for enterprise clients. It released three accelerators on the platform: a private credit intelligence lakehouse for underwriting and covenant monitoring, a reusable data quality framework, and a metadata-driven generator for warehouse models. The work draws on Databricks governance and analytics tooling, with no partner tier disclosed.

    Buyer takeawayBuyers running Databricks, especially in financial services, gain a domain-led option with packaged accelerators, though they should confirm the partner tier and delivery depth.

    No open study right now. Get notified when the next Data Engineering Service Providers edition opens.

    Past studies

    Vendors

    All 31 vendors in this market

    Showing 12 of 31 ·

    FAQ

    Questions about this market

    In the 2026 Data Engineering Service Providers PeMa Quadrant, 10 vendors were placed as Leaders: Blend360, C5i, Evalueserve, Fractal Analytics, Indium, LatentView Analytics, Polestar Analytics, Qubika, Straive and Tiger Analytics.

    AIM Research tracks 31 vendors in Data Engineering Service Providers, across 4 PeMa editions.

    Since 2023, the study has run 4 editions. It placed 23 vendors in 2023 (5 Leaders) and 23 in 2026 (10 Leaders).

    No Data Engineering Service Providers study is scheduled right now. Sign up on this page to be notified when the next edition opens.