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    MANUFACTURING · DATA & ANALYTICS

    Any Data Question Answered - No SQL Required

    Talk to your data in plain English. Automated monthly reports. Executive dashboards with AI-generated insights. No analyst dependency, no wait time.

    Talk to Your Data - Text-to-SQLMULTI-AGENT

    Which 5 plants had the highest LPG throughput variance vs target last quarter? Break down by month.

    $30K

    Analyst time saved/year

    0

    SQL required

    Instant

    Any data question answered

    0%

    Manual reporting automated

    Plain English to SQL, automatically
    Multi-database query support
    Zero monthly reporting effort
    Proven at HPCL - live in production
    USE CASES

    AI That Answers Every Data Question

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

    Talk to Your Data

    Natural Language to SQL

    Business users and leadership querying enterprise databases in plain English - no SQL, no analyst wait time. Multi-agent pipeline with visual output.

    • Plain English → SQL → Visual results
    • Multi-database query support
    • Ad hoc follow-up questions in one session
    • ~$30K/year analyst time saved at HPCL

    Automated Monthly Reports

    AI-Generated Intelligence

    Eliminating manual reporting cycles - AI pulls data from multiple systems, calculates variance, and writes the management narrative automatically.

    • Multi-system data consolidation
    • Variance analysis & narrative generation
    • Same format leadership expects
    • Zero manual reporting effort

    Executive Dashboard AI

    Leadership Insight Engine

    Real-time executive dashboards with AI-generated alerts, anomaly detection, and natural language summaries of critical performance changes.

    • Real-time KPI monitoring
    • Anomaly detection with explanations
    • Natural language insight summaries
    • Drill-down on demand

    Performance Analytics Agent

    Operational Intelligence

    Continuous OEE, throughput, and cost performance analysis - with automated root cause identification and recommendations surfaced proactively.

    • OEE & throughput analysis
    • Root cause identification
    • Proactive recommendation surfacing
    • Cross-plant benchmarking
    MULTI-AGENT PIPELINE

    Three Agents, One Answer

    01

    Analysis Agent

    Understands intent and context from the plain English question. Clarifies ambiguities and determines which databases and tables are relevant.

    02

    Retrieval Agent

    Converts clarified intent to precise SQL. Executes the query across one or multiple databases. Handles joins, aggregations, and complex filters.

    03

    Response Agent

    Takes raw query results, calculates final answer, generates visual charts, and writes a plain English explanation of what was found.

    PROVEN IMPACT

    From Data Dependency to Data Democracy

    $0K

    Analyst time saved per year

    0%

    Monthly reports automated

    0

    SQL knowledge required

    Instant

    Any data answer

    PROVEN IN MANUFACTURING

    Production Deployments at Scale

    HPCL
    India's 2nd largest PSU

    Hindustan Petroleum Corporation

    14+ AI Solutions Across Refinery, HR, Supply Chain & Safety

    India's largest enterprise AI rollout in the public sector — 14+ solutions live across refinery, HR, supply chain, commercial, and safety at HPCL.

    • Plant GPT, CAPEX AI, Field AI across refinery ops
    • HR GPT serving 60,000+ employees company-wide
    • Stock Reconciliation AI — 100% daily violation detection
    • Fleet Safety Monitor — <20 min exception response
    • Full on-premise deployment, zero data leaves perimeter
    14+
    Live AI Solutions
    60K+
    Employees Served
    3 Mo
    To Production
    100%
    On-Premise
    BUILT FOR DATA TEAMS

    Why Analytics Leaders Choose Fluid AI.

    Production-grade AI that makes every business user a data analyst - without SQL, without waiting, without data ever leaving your perimeter.

    No SQL Required, Ever

    Business users and executives ask in plain English. The AI generates SQL, executes it, and returns visual results - no analyst intermediary, no ticket, no delay.

    Cross-System in One Query

    Join SAP, Oracle, Snowflake, and internal DBs in a single natural language question. Multi-database queries answered as simply as asking a colleague.

    Your Data Stays On-Premise

    All Text-to-SQL processing runs within your infrastructure. No query data, no results, and no schema metadata sent to external AI APIs. Completely internal.

    FREQUENTLY ASKED

    Frequently Asked Questions

    No. Business users and leadership query enterprise databases in plain English. The multi-agent pipeline - Analysis Agent, Retrieval Agent, and Response Agent - translates the question, executes SQL, and returns visual results automatically. Proven at HPCL where it automated complex market and geospatial calculations, saving ~$30K/year in analyst time.

    The agent connects to operational databases (SAP, Oracle, PostgreSQL, SQL Server), data warehouses (Snowflake, BigQuery, Databricks), and reporting systems. Multi-database joins are supported - it can answer questions that span SAP operational data and a separate reporting warehouse in a single query.

    Dashboards show metrics. Automated Monthly Reports pull data from multiple systems, calculate variance, identify performance changes, and generate a written analysis explaining what changed and why - in the same format your leadership expects. The AI writes the narrative, not just the numbers. Zero manual reporting cycles.

    Yes. A full session is maintained - you can ask follow-up questions like 'break that down by plant' or 'now show me the same for Q2' and the agent maintains the analytical context. Deep-dive analysis happens in a single conversation, not multiple separate requests to an analyst.

    GET STARTED

    Every Data Question Answered Instantly

    No SQL. No analyst wait. No manual reports. Just answers.