LIVE SYNTHESIS ENGINE · v4.2

ASK YOUR DATA. IT BUILDS.

Q Mining reads every table, stream, and shard your company owns — then forges dashboards, interfaces, and APIs on the fly for any cross-section you can put into words. No BI backlog. No schema archaeology. No waiting.

Deploy on your stack Watch it synthesize ↓
synthesis://production-lake — ms
q›
indexing 214 sources…

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    THREE OUTPUTS · ONE QUESTION

    Everything downstream
    of a sentence.

    Dashboards on demand

    Describe the slice — cohort, region, quarter, SKU, anomaly window — and Q composes the charts, picks the joins, and streams live numbers. Every dashboard is disposable, so none of them rot.

    avg. synthesis: 1.8s

    Interfaces from intent

    Need an ops screen for the returns team or a triage board for on-call? Q assembles working internal tools — filters, tables, actions, permissions — scoped to exactly the data the job touches.

    zero frontend tickets filed

    APIs in seconds

    Any cross-section becomes a versioned, documented, rate-limited endpoint. Ask for it in chat; call it in production.

    
    
    
  
    

    



    
  
    
    
    UNDER THE HOOD
    
    
    From cold storage
    to live answer.
    
  
    

  
      
    
    1. 
      CONNECT
      
      Every source, one lattice
      
      
      Warehouses, lakes, event streams, spreadsheets nobody admits to. Q's connectors fingerprint 200+ systems and keep a live map of what exists where — without moving a byte you don't want moved.
      
    
      2. 
    
    
    2. 
      COMPREHEND
      
      Meaning, not just schema
      
      
      The model learns your business vocabulary — what "active", "churned", and "net revenue" mean here — and resolves it against real columns, so every answer is grounded and reproducible.
      
    
      3. 
    
    
    3. 
      SYNTHESIZE
      
      Artifacts, instantly
      
      
      Dashboards, interfaces, and endpoints are generated, sandboxed, and access-controlled per request. Audit every artifact back to the exact query and rows that produced it.
      
    
      4. 
  
    

    



    
  
    
    
    0source systems, one console
    
    
    0seconds, median synthesis
    
    
    0of BI tickets never filed again
    
    
    0under live comprehension
    
  
    
  
    
    
    “We stopped building dashboards. We started asking questions.”
    
    — VP Data Platform, Fortune 100 retailer (design partner)
  
    

    



    
  
    
    
    
    Point Q at your data.
    Watch it dig.
    
    
    Private deployment, your cloud or ours. SOC 2 Type II. Row-level security inherited from your existing policies.