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    OIL & GAS · DATA & ANALYTICS

    Ask Your Data a Question. Get an Answer.

    Natural language analytics across refinery operations, production data, financial metrics, and compliance reporting. No analyst required.

    Production Analytics Dashboard
    THROUGHPUT
    2,080 MT/hr
    YIELD
    94.2%
    SOURCES
    14 live
    Refinery Efficiency - Last 7 Days (%)
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    Ask your data anything...
    200+

    Data sources unified

    <30 sec

    NL query response

    90%

    Faster report generation

    100%

    Compliance audit trail

    Deployed at India's largest oil and gas companies
    Multi-source: SAP + MES + IoT + ERP
    On-prem, air-gapped capable
    ISO 27001 + SOC 2
    USE CASES

    AI That Answers Every Data Question

    Four intelligence agents that turn your data into decisions — without SQL, without analysts, without waiting.

    Production Analytics AI

    OPERATIONS INTELLIGENCE

    Natural language queries across refinery output, throughput, yield, and operational efficiency. No analyst required.

    Natural language queries across MES data
    Throughput, yield, and OEE answered instantly
    No SQL required, no analyst needed
    Query history saved for follow-up

    Financial Intelligence AI

    FINANCIAL DATA INTELLIGENCE

    Real-time financial analytics across SAP FI, cost centers, CAPEX tracking, and variance analysis.

    CAPEX and cost center variance analysis
    SAP FI and CO queried in plain English
    Variance explained in natural language
    Savings opportunities surfaced automatically

    Compliance Reporting AI

    REGULATORY INTELLIGENCE

    Automated statutory and regulatory reports for PNGRB, DGH, and internal audit requirements. On demand.

    PNGRB and DGH reports auto-generated
    Scheduled or on-demand delivery
    Data source attribution included
    Full audit trail for submissions

    Predictive Insights AI

    PREDICTIVE ANALYTICS ENGINE

    Demand forecasting, maintenance prediction, and anomaly detection across all operations data.

    7, 30, and 90-day demand forecasting
    Anomaly detection across all streams
    Weekly model retraining on actuals
    Root cause surfaced proactively
    MULTI-AGENT PIPELINE

    Three Agents, One Answer

    Every data question flows through a three-agent pipeline — analysis, retrieval, and response — in under 30 seconds.

    01

    Analysis Agent

    Understands the plain language question, determines which data sources and time ranges to query

    02

    Retrieval Agent

    Executes queries across SAP, MES, SCADA, and historian; handles joins and aggregations

    03

    Response Agent

    Calculates the final answer, generates charts, and writes a plain English explanation with citations

    PROVEN IMPACT

    From Data Silos to Real-Time Intelligence.

    200+

    Data sources
    unified

    <30 sec

    NL query
    response

    90%

    Faster report
    generation

    100%

    Compliance
    audit trail

    SEE IT IN ACTION

    Watch the agents handle real data queries.

    A live demo. See how Fluid AI surfaces production analytics, financial insights, and compliance reports on demand.

    DATA ANALYTICS DEMO

    HOW IT WORKS

    Your Stack. Our Intelligence.

    Fluid AI connects across SAP, historians, and BI layers — unifying your data into one intelligent layer that answers in plain English.

    Your Data Stack

    SAP FI, CO, MM
    MES & Production Historian
    SCADA & IoT Streams
    BI Tools & Data Lakes
    Fluid AICore Engine
    RAGAgentsMemoryTools

    Analysts · Operations · Finance Teams

    AI Agents

    Production Analytics AI
    Financial Intelligence AI
    Compliance Reporting AI
    Predictive Insights AI
    AI VS TRADITIONAL

    AI replaces a hundred manual touchpoints.

    TRADITIONAL OPS

    Reports take days to generate
    Data siloed in SAP + MES + Excel
    Analysts required for every query
    Compliance reports compiled manually
    Quarterly forecasts from spreadsheets

    AI-NATIVE

    Reports generated in <30 seconds
    All sources unified in one query interface
    Any employee can query in natural language
    Statutory reports auto-generated on demand
    Real-time predictive models across all data
    CAPABILITIES CATALOG

    Five Modules. One Intelligent Brain.

    Click each module to explore what it connects to and what it can do for your team.

    PRODUCTION AI

    Refinery Output Analytics

    Natural language queries across MES, historian, and SCADA data. Throughput, yield, and OEE answered instantly — no analyst required.

    SUPPORTED

    MESOSIsoft PIWonderwareSCADA
    NL queries
    No analyst
    200+ sources
    Unified layer
    DEPLOYMENT

    Live in Weeks

    Week 1
    Data Sources Connected
    SAP, MES, IoT, and ERP unified
    Week 2
    Analytics AI Live
    Natural language queries active
    Week 4
    Predictive Models Active
    Forecasting and anomaly detection
    Month 3
    <30 Sec Query SLA
    Full intelligence layer operational
    INTEGRATIONS

    Connected to Your Data Stack

    ERP / Finance
    SAP FI, CO, MM
    MES / Historian
    Siemens MES, PI
    SCADA / OT
    OSIsoft, Wonderware
    IoT Data
    OPC-UA, MQTT
    BI Tools
    Power BI, Tableau
    Analytics DB
    Oracle Analytics
    Data Lake
    AWS S3, Azure ADLS
    Legacy Data
    Excel, Flat Files
    FAQ

    Frequently Asked Questions

    Fluid AI connects to the full oil and gas data stack: SAP FI and CO for financial data, SAP MM for procurement and inventory, MES and historian systems (Siemens, OSIsoft PI, Wonderware) for production data, SCADA systems for real-time operational data, IoT sensor streams via OPC-UA and MQTT, and unstructured sources like Excel reports, PDF documents, and manual data files. All sources are unified in a single query interface.

    The AI translates plain language queries into structured queries that run across all connected data sources simultaneously. For example, asking 'What caused the throughput drop on Unit 4 last Tuesday?' triggers queries against the MES historian for production data, SAP PM for maintenance records, and SCADA for sensor readings. The AI correlates results across sources and generates a coherent answer with source citations.

    Yes. Compliance Reporting AI has pre-built templates for PNGRB monthly and quarterly reports, DGH production summaries, and standard HSE compliance formats. Reports are populated automatically from connected data sources and generated on a scheduled basis or on demand. All report data includes source attribution and audit trail for regulatory submissions.

    The forecasting models combine historical production data, seasonal patterns, maintenance schedules, and external market signals to generate demand and output forecasts across 7-day, 30-day, and quarterly horizons. Models are retrained weekly against actuals to maintain accuracy. Anomaly detection runs continuously against all operational data streams, alerting relevant teams when patterns deviate from expected ranges.

    The AI generates results in multiple formats based on query context: summary text answers for quick questions, structured tables for comparisons, and chart descriptions that can be rendered in your existing BI tools (Power BI, Tableau, Metabase). For organizations using Power BI, Fluid AI can push query results directly to dashboards via the Power BI API. Scheduled email reports are also supported.

    All data remains within your network perimeter. The platform supports full on-premise deployment for air-gapped environments. Query-level access controls are enforced based on user roles, ensuring employees only see data they are authorized to access. All queries and results are logged for audit purposes. The platform is compliant with ISO 27001 and SOC 2, and supports data residency requirements.

    Turn Your Data Into Your Competitive Edge.

    "No more waiting for reports. No more analyst bottlenecks. Just ask your data a question and get the answer in seconds."

    Deploy analytics AI across every data source, every team, every decision.