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

    Independent · Analyst-led · Vendor-neutral

    The scoreboard for enterprise AI vendors

    AIM Research benchmarks AI, data and cloud vendors on market penetration and technology maturity, and has published the PeMa Quadrant since 2018. Start with a shortlist built from that evidence.

    Matched against PeMa placements and vendor profiles, then reviewed by an analyst.

    2018

    PeMa Quadrant since

    12

    live markets

    600+

    vendor placements

    50–100

    CIOs per research room

    Live PeMa Quadrant

    Top Sovereign Cloud Infrastructure Providers in India

    13 providers placed on penetration and maturity

    Seasoned
    Leaders
    Challengers
    Growth
    ↑ Technology maturityMarket penetration →
    13
    evaluated
    7
    leaders
    4
    seasoned
    2
    challengers
    Watch

    EY US allies with Aaru to offer AI behavioural simulation to clients

    Buyer signal · Data Science Service Providers
    All signals →

    PeMa Live

    Watch the market move, year by year

    Vendor positions on penetration and maturity, with the past year's path shown. Pick a market, press play, or use the slider to explore the evidence.

    Technology maturity →
    SeasonedLeadersChallengersGrowth

    Market penetration →

    2026

    Market intelligence

    Buyer signals this month

    All buyer signals →
    Data + AI Platform Providers

    Microsoft ships Fabric IQ in Copilot and new Fabric agents at FabCon Barcelona

    At FabCon and SQLCon in Barcelona, Microsoft made Fabric IQ generally available in Copilot Chat and Cowork, so business definitions from Power BI semantic models inform Copilot answers. It also previewed a Fabric data engineering agent, IQ sharing in OneLake, Fabric observability and Database Hub, and made BigQuery mirroring and DiskANN vector indexes generally available.

    Buyer takeawayFabric customers can ground Copilot and agents in governed semantic models today, while most agent features remain in preview and need careful evaluation before production use.

    Ema
    Ema▲
    Agentic AI Platform Providers

    Ema raises $77 million Series B led by Creaegis to scale its AI employee platform

    Ema closed a $77 million Series B round led by Bengaluru-based Creaegis, with Accel, S32 and Prosus also participating. The company says total funding now stands near $140 million. It plans to use the capital to build out go-to-market teams and expand into APAC and EMEA, and cites Wipro, Hitachi and NTT Data as customers of its agent platform.

    Buyer takeawayBuyers evaluating Ema gain more confidence in its funding runway and should expect broader regional sales and support coverage in APAC and EMEA.

    Data Engineering Service Providers

    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.

    Data + AI Platform Providers

    Fujitsu refocuses Uvance on AI transformation and plans a new data and AI platform

    Fujitsu reworked its Uvance business model around AI transformation, organised into consulting with forward deployed engineers, applications and AI agents, and AI platforms. It plans to release a new data and AI platform in March 2027 that combines its Kozuchi and Takane technology with frontier models and supports sovereign cloud. Fujitsu targets Uvance revenue above JPY 1.7 trillion by fiscal 2030.

    Buyer takeawayFujitsu clients should expect a shift toward outcome-based and usage-based pricing and can plan sovereign data and AI workloads around the platform due in March 2027.

    Agentic AI Platform Providers

    Salesforce launches AIforce and Koa CRM reasoning model at Dreamforce

    At its Dreamforce keynote, Salesforce introduced AIforce, an interface layer that exposes its data, workflows and permissions to outside AI tools. It includes Claudeforce, built with Anthropic and now in open beta, Slackforce and Agentforce Coworker. The company also previewed Koa, a CRM reasoning model post-trained on NVIDIA Nemotron, with general availability expected in winter 2026.

    Buyer takeawaySalesforce customers can increasingly reach CRM data and agents from Claude and Slack, so buyers should review governance, licensing and permission models before opening these channels.

    GCC Enablement Service Providers

    PwC US and PwC India sign joint venture combining India consulting capacity

    PwC US and PwC India signed an agreement to form a jointly owned venture that merges PwC India's consulting business with the India-based capabilities of PwC US Advisory. Sanjeev Krishan, chair of PwC India, will be CEO. The platform covers strategy, technology, engineering, AI and managed services and is intended partly to support US companies running GCCs in India. Closing is expected in the first half of 2027.

    Buyer takeawayCompanies with India GCCs should expect a single, larger PwC delivery entity and should review existing contracts ahead of the 2027 closing.

    14

    PeMa studies published since 2018

    116

    vendors evaluated

    12

    markets covered

    20

    CIO Room cities

    Where research meets buyers

    Our findings are tested in rooms of enterprise AI leaders

    PeMa positions are debated with buyers at The CIO Room, presented at MachineCon, and recognised through the AI100 Awards. Deployed brings those conversations back to the teams putting AI into production.

    20+

    CIO Room cities in 2026

    50–100

    leaders per room

    2018

    PeMa on stage since

    Participate in the research

    Open PeMa studies

    Research Calendar
    StudyReport dateResearch phaseNext deadline
    GCC Enablement Service Providers - Design, Build, Setup & Operate Nov 9, 2026
    RFI
    Briefings
    Evaluation
    Validation
    Report
    —

    RFI closes Sep 27

    Streaming and Real Time Data Platform ProvidersDec 2, 2026
    RFI
    Briefings
    Evaluation
    Validation
    Report
    —

    RFI closes Nov 2

    Agentic AI Service ProvidersDec 5, 2026
    RFI
    Briefings
    Evaluation
    Validation
    Report
    —

    RFI closes Nov 16

    Customer Analytics & MarTech Service ProvidersDec 10, 2026
    RFI
    Briefings
    Evaluation
    Validation
    Report
    —

    RFI closes Nov 20

    Data Science Service ProvidersDec 10, 2026
    RFI
    Briefings
    Evaluation
    Validation
    Report
    —

    RFI closes Nov 20

    AWS Services PartnersJan 18, 2027
    RFI
    Briefings
    Evaluation
    Validation
    Report
    —

    RFI closes Dec 11

    LLM Observability Platform ProvidersJan 20, 2027
    RFI
    Briefings
    Evaluation
    Validation
    Report
    —

    RFI closes Nov 30

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