ByaanByaan
    Free for Mac

    Your data agent that gets
    smarter over time

    Byaan learns your databases, understands your business context, and builds dashboards that answer the right questions. Runs locally. Data never leaves your machine.

    Deploy for your team

    No signup. No cloud. No data leaves your machine.

    byaan
    > Show me monthly revenue by product line for Q4

    Q4 revenue reached $2.4M across 3 product lines. Enterprise led with 48% share, up 18.7% YoY. Here's the breakdown:

    Total Revenue
    $2.4M
    +12.3%
    Top Product
    Enterprise
    +18.7%
    Growth Rate
    23.4%
    +5.1%
    JanJunDec

    Data agents fail because theylack context

    "What does revenue mean?"

    Every company defines metrics differently. Generic AI doesn't know your definitions, your edge cases, or your fiscal calendar.

    "Which table is the source of truth?"

    Your data lives across dozens of tables. AI picks the wrong one more often than not.

    "Can I trust this answer?"

    A confident wrong answer is worse than no answer at all. Most AI data tools start from zero every session.

    Byaan solves this differently

    It learns your business

    Builds context from your schema, queries, and decisions. Knows what "revenue" means at your company — not a generic definition, yours.

    • Auto-constructs context from schema exploration
    • Builds reusable skills from your workflows
    • Integrates with GitHub and data sources
    context.yaml
    metrics:
    revenue: "SUM(line_items.amount) WHERE status = 'paid'"
    mrr: "revenue / active_months, excludes one-time"
    churn: "customers lost / total start of period"
    sources:
    truth: "fct_revenue (not mv_revenue_monthly)"
    fiscal_year: "starts February 1"

    It runs in your infrastructure

    For individuals, runs locally on your Mac. For teams, deploy in your cloud with your AI models. You control everything.

    • Local Mac app — completely free
    • Custom cloud deployment for teams
    • Bring your own AI models (Azure, Bedrock, OpenAI)
    M
    Mac App
    Runs locally. Free forever.
    active
    T
    Team Deployment
    Your cloud. Your models. Your rules.
    custom
    AI
    Bring Your Own Model
    Claude, OpenAI, Azure, Bedrock, Groq
    BYOM

    It gets more accurate over time

    Remembers what worked, learns your preferences, builds on previous interactions. Same question, better answer, every time.

    • Preference learning across sessions
    • Skill system for reusable analysis patterns
    • Self-improving context loop
    session history
    Session 1
    revenue by region
    72%
    accuracy
    Session 4
    revenue by region
    89%
    accuracy
    Session 8
    revenue by region
    97%
    accuracy
    improving

    Everything you need, nothing you don't

    Built for engineers who need answers, not another tool to manage.

    Multi-Database Support

    PostgreSQL, MongoDB, MySQL, SQLite, MSSQL. Upload CSV, Excel, Parquet, and JSON files directly.

    Bring Your Own Model

    Claude, OpenAI, Azure, Bedrock, Groq, OpenRouter, xAI. Your keys, your infrastructure.

    Interactive Dashboards

    AI-generated dashboards with dynamic filters, charts, and live data. Built from natural language.

    MCP Server

    Use Byaan from Claude Code, Cursor, or any MCP-compatible tool. Your data agent, everywhere.

    Read-Only by Design

    Zero risk of data modification. Byaan never executes DDL or DML. Safe on production databases.

    Export Anywhere

    Standalone HTML dashboards, shareable links, PDFs. No backend needed to view exports.

    For Teams

    Byaan for Teams

    Deploy in your infrastructure. Bring your own AI models. Full control over data, models, and access.

    Custom Cloud Deployment

    Deploy Byaan on your AWS, GCP, or Azure infrastructure. Data stays in your VPC. You own the entire stack.

    Bring Your Own Models

    Use your company's AI infrastructure — Azure OpenAI, Bedrock, or self-hosted models. No external API calls required.

    Team Collaboration

    Shared notebooks, dashboards, and folders. Everyone on your team speaks the same data language with consistent context.

    Talk to Us

    Custom pricing based on team size and deployment requirements.

    Frequently asked questions

    Start analyzing your data

    Free for Mac. All features included. No signup required.

    Deploy for your team