1:"$Sreact.fragment" 2:I[61483,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"ThemeProvider"] 3:I[91541,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"AuthProvider"] 4:I[43925,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"CartProvider"] 5:I[6874,["6874","static/chunks/6874-4c2cebe016baa309.js","5953","static/chunks/app/blog/%5Bslug%5D/page-703dbca40455bd92.js"],""] 6:I[54734,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"UseCaseModal"] 7:I[66688,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"ThemeToggle"] 8:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"Sheet"] 9:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetTrigger"] a:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetContent"] b:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetHeader"] c:I[38382,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"SheetTitle"] d:I[87555,[],""] e:I[31295,[],""] f:I[29482,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"ChatWidget"] 10:I[52558,["6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","2688","static/chunks/2688-9d0be9640df7d70e.js","2417","static/chunks/2417-02009ec3c5601d58.js","7589","static/chunks/7589-89711633feef9da2.js","4443","static/chunks/4443-20c2959323fa905e.js","6082","static/chunks/6082-c952875e893b2482.js","6998","static/chunks/6998-4cd1fa2d453be081.js","7177","static/chunks/app/layout-80712016d922bbac.js"],"Toaster"] 12:I[59665,[],"OutletBoundary"] 15:I[74911,[],"AsyncMetadataOutlet"] 17:I[59665,[],"ViewportBoundary"] 19:I[59665,[],"MetadataBoundary"] 1b:I[26614,[],""] :HL["/_next/static/css/104d6a3e83fb3bb7.css","style"] 0:{"P":null,"b":"Nbk3TaHHxZdIFcHoidqak","p":"","c":["","blog","medallion-architecture-lakehouse"],"i":false,"f":[[["",{"children":["blog",{"children":[["slug","medallion-architecture-lakehouse","d"],{"children":["__PAGE__",{}]}]}]},"$undefined","$undefined",true],["",["$","$1","c",{"children":[[["$","link","0",{"rel":"stylesheet","href":"/_next/static/css/104d6a3e83fb3bb7.css","precedence":"next","crossOrigin":"$undefined","nonce":"$undefined"}]],["$","html",null,{"lang":"en","suppressHydrationWarning":true,"children":[["$","head",null,{"children":[["$","link",null,{"rel":"preconnect","href":"https://fonts.googleapis.com"}],["$","link",null,{"rel":"preconnect","href":"https://fonts.gstatic.com","crossOrigin":"anonymous"}],["$","link",null,{"href":"https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap","rel":"stylesheet"}]]}],["$","body",null,{"className":"antialiased bg-background text-foreground","suppressHydrationWarning":true,"children":["$","$L2",null,{"attribute":"class","defaultTheme":"dark","enableSystem":true,"disableTransitionOnChange":true,"children":["$","$L3",null,{"children":["$","$L4",null,{"children":[["$","header",null,{"className":"sticky top-0 z-50 w-full border-b bg-background/95 backdrop-blur supports-[backdrop-filter]:bg-background/60","children":["$","div",null,{"className":"container flex h-14 items-center pl-6","children":[["$","div",null,{"className":"mr-4 flex items-center","children":["$","$L5",null,{"href":"/","className":"mr-6 flex items-center space-x-2","children":["$","div",null,{"className":"flex items-center gap-2","children":[["$","img",null,{"src":"/vaduan-logo.png","alt":"","className":"h-6 w-auto"}],["$","span",null,{"className":"font-bold text-xl tracking-tight","children":"Vaduan"}]]}]}]}],["$","div",null,{"className":"flex flex-1 items-center justify-end space-x-1","children":[["$","nav",null,{"className":"hidden md:flex items-center space-x-1","children":[["$","$L5",null,{"href":"/managed-services","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-cpu mr-2 h-4 w-4","children":[["$","rect","14l7u7",{"width":"16","height":"16","x":"4","y":"4","rx":"2"}],["$","rect","5aljv4",{"width":"6","height":"6","x":"9","y":"9","rx":"1"}],["$","path","13l42r",{"d":"M15 2v2"}],["$","path","15mkzm",{"d":"M15 20v2"}],["$","path","1gxd5l",{"d":"M2 15h2"}],["$","path","1bbxkp",{"d":"M2 9h2"}],["$","path","19e6y8",{"d":"M20 15h2"}],["$","path","19tzq7",{"d":"M20 9h2"}],["$","path","165o2o",{"d":"M9 2v2"}],["$","path","i2bqo8",{"d":"M9 20v2"}],"$undefined"]}],"Services"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/browse","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-telescope mr-2 h-4 w-4","children":[["$","path","k4qptu",{"d":"m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"}],["$","path","19l80z",{"d":"m13.56 11.747 4.332-.924"}],["$","path","7oh9d",{"d":"m16 21-3.105-6.21"}],["$","path","m7xp4m",{"d":"M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"}],["$","path","74o979",{"d":"m6.158 8.633 1.114 4.456"}],["$","path","1fvxut",{"d":"m8 21 3.105-6.21"}],["$","circle","1c1ljs",{"cx":"12","cy":"13","r":"2"}],"$undefined"]}],"Use Cases"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/solutions","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-brain mr-2 h-4 w-4","children":[["$","path","l5xja",{"d":"M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z"}],["$","path","ep3f8r",{"d":"M12 5a3 3 0 1 1 5.997.125 4 4 0 0 1 2.526 5.77 4 4 0 0 1-.556 6.588A4 4 0 1 1 12 18Z"}],["$","path","1p4c4q",{"d":"M15 13a4.5 4.5 0 0 1-3-4 4.5 4.5 0 0 1-3 4"}],["$","path","tmeiqw",{"d":"M17.599 6.5a3 3 0 0 0 .399-1.375"}],["$","path","105sqy",{"d":"M6.003 5.125A3 3 0 0 0 6.401 6.5"}],["$","path","ql3yin",{"d":"M3.477 10.896a4 4 0 0 1 .585-.396"}],["$","path","1qfode",{"d":"M19.938 10.5a4 4 0 0 1 .585.396"}],["$","path","2e4loj",{"d":"M6 18a4 4 0 0 1-1.967-.516"}],["$","path","159ez6",{"d":"M19.967 17.484A4 4 0 0 1 18 18"}],"$undefined"]}],"Solutions"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/careers","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-briefcase mr-2 h-4 w-4","children":[["$","path","jecpp",{"d":"M16 20V4a2 2 0 0 0-2-2h-4a2 2 0 0 0-2 2v16"}],["$","rect","i6l2r4",{"width":"20","height":"14","x":"2","y":"6","rx":"2"}],"$undefined"]}],"Careers"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","$L5",null,{"href":"/about","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-mail mr-2 h-4 w-4","children":[["$","rect","18n3k1",{"width":"20","height":"16","x":"2","y":"4","rx":"2"}],["$","path","1ocrg3",{"d":"m22 7-8.97 5.7a1.94 1.94 0 0 1-2.06 0L2 7"}],"$undefined"]}],"About Us"],"className":"inline-flex items-center justify-center whitespace-nowrap text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-9 rounded-md px-3","ref":null}],["$","div",null,{"className":"pl-2 ml-2 border-l border-border","children":["$","$L6",null,{"trigger":["$","button",null,{"className":"inline-flex items-center justify-center whitespace-nowrap ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 border border-input hover:text-accent-foreground px-3 h-9 rounded-md bg-muted/50 hover:bg-muted text-xs font-medium transition-all shadow-sm","ref":"$undefined","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-search mr-2 h-3.5 w-3.5 text-muted-foreground","children":[["$","circle","4ej97u",{"cx":"11","cy":"11","r":"8"}],["$","path","1qie3q",{"d":"m21 21-4.3-4.3"}],"$undefined"]}],"Browse Library"]}]}]}]]}],["$","div",null,{"className":"flex items-center md:pl-2 md:border-l md:ml-2 space-x-1","children":[["$","$L7",null,{}],["$","$L8",null,{"children":[["$","$L9",null,{"asChild":true,"children":["$","button",null,{"className":"inline-flex items-center justify-center whitespace-nowrap rounded-md text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 hover:bg-accent hover:text-accent-foreground h-10 w-10 md:hidden","ref":"$undefined","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-menu h-5 w-5","children":[["$","line","1e0a9i",{"x1":"4","x2":"20","y1":"12","y2":"12"}],["$","line","1owob3",{"x1":"4","x2":"20","y1":"6","y2":"6"}],["$","line","yk5zj1",{"x1":"4","x2":"20","y1":"18","y2":"18"}],"$undefined"]}],["$","span",null,{"className":"sr-only","children":"Toggle navigation menu"}]]}]}],["$","$La",null,{"side":"right","className":"w-[300px] sm:w-[400px]","children":[["$","$Lb",null,{"children":["$","$Lc",null,{"className":"text-left","children":["$","div",null,{"className":"flex items-center gap-2","children":[["$","img",null,{"src":"/vaduan-logo.png","alt":"","className":"h-6 w-auto"}],["$","span",null,{"className":"font-bold text-xl tracking-tight","children":"Vaduan"}]]}]}]}],["$","nav",null,{"className":"flex flex-col gap-4 mt-8","children":[["$","$L5",null,{"href":"/managed-services","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-cpu mr-2 h-4 w-4","children":[["$","rect","14l7u7",{"width":"16","height":"16","x":"4","y":"4","rx":"2"}],["$","rect","5aljv4",{"width":"6","height":"6","x":"9","y":"9","rx":"1"}],["$","path","13l42r",{"d":"M15 2v2"}],["$","path","15mkzm",{"d":"M15 20v2"}],["$","path","1gxd5l",{"d":"M2 15h2"}],["$","path","1bbxkp",{"d":"M2 9h2"}],["$","path","19e6y8",{"d":"M20 15h2"}],["$","path","19tzq7",{"d":"M20 9h2"}],["$","path","165o2o",{"d":"M9 2v2"}],["$","path","i2bqo8",{"d":"M9 20v2"}],"$undefined"]}],"Services"]}],["$","$L5",null,{"href":"/browse","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-telescope mr-2 h-4 w-4","children":[["$","path","k4qptu",{"d":"m10.065 12.493-6.18 1.318a.934.934 0 0 1-1.108-.702l-.537-2.15a1.07 1.07 0 0 1 .691-1.265l13.504-4.44"}],["$","path","19l80z",{"d":"m13.56 11.747 4.332-.924"}],["$","path","7oh9d",{"d":"m16 21-3.105-6.21"}],["$","path","m7xp4m",{"d":"M16.485 5.94a2 2 0 0 1 1.455-2.425l1.09-.272a1 1 0 0 1 1.212.727l1.515 6.06a1 1 0 0 1-.727 1.213l-1.09.272a2 2 0 0 1-2.425-1.455z"}],["$","path","74o979",{"d":"m6.158 8.633 1.114 4.456"}],["$","path","1fvxut",{"d":"m8 21 3.105-6.21"}],["$","circle","1c1ljs",{"cx":"12","cy":"13","r":"2"}],"$undefined"]}],"Use Cases"]}],["$","$L5",null,{"href":"/solutions","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-brain mr-2 h-4 w-4","children":[["$","path","l5xja",{"d":"M12 5a3 3 0 1 0-5.997.125 4 4 0 0 0-2.526 5.77 4 4 0 0 0 .556 6.588A4 4 0 1 0 12 18Z"}],["$","path","ep3f8r",{"d":"M12 5a3 3 0 1 1 5.997.125 4 4 0 0 1 2.526 5.77 4 4 0 0 1-.556 6.588A4 4 0 1 1 12 18Z"}],["$","path","1p4c4q",{"d":"M15 13a4.5 4.5 0 0 1-3-4 4.5 4.5 0 0 1-3 4"}],["$","path","tmeiqw",{"d":"M17.599 6.5a3 3 0 0 0 .399-1.375"}],["$","path","105sqy",{"d":"M6.003 5.125A3 3 0 0 0 6.401 6.5"}],["$","path","ql3yin",{"d":"M3.477 10.896a4 4 0 0 1 .585-.396"}],["$","path","1qfode",{"d":"M19.938 10.5a4 4 0 0 1 .585.396"}],["$","path","2e4loj",{"d":"M6 18a4 4 0 0 1-1.967-.516"}],["$","path","159ez6",{"d":"M19.967 17.484A4 4 0 0 1 18 18"}],"$undefined"]}],"Solutions"]}],["$","$L5",null,{"href":"/careers","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-briefcase mr-2 h-4 w-4","children":[["$","path","jecpp",{"d":"M16 20V4a2 2 0 0 0-2-2h-4a2 2 0 0 0-2 2v16"}],["$","rect","i6l2r4",{"width":"20","height":"14","x":"2","y":"6","rx":"2"}],"$undefined"]}],"Careers"]}],["$","$L5",null,{"href":"/about#contact","className":"flex items-center text-sm font-medium","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-mail mr-2 h-4 w-4","children":[["$","rect","18n3k1",{"width":"20","height":"16","x":"2","y":"4","rx":"2"}],["$","path","1ocrg3",{"d":"m22 7-8.97 5.7a1.94 1.94 0 0 1-2.06 0L2 7"}],"$undefined"]}],"Contact"]}],["$","div",null,{"className":"pt-4 mt-4 border-t border-border","children":["$","$L6",null,{"trigger":["$","button",null,{"className":"inline-flex items-center whitespace-nowrap ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 border border-input hover:text-accent-foreground px-4 py-2 w-full justify-start h-11 rounded-md bg-muted/50 hover:bg-muted text-sm font-medium transition-all shadow-sm","ref":"$undefined","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-search mr-2 h-4 w-4 text-muted-foreground","children":[["$","circle","4ej97u",{"cx":"11","cy":"11","r":"8"}],["$","path","1qie3q",{"d":"m21 21-4.3-4.3"}],"$undefined"]}],"Browse Use Case Library"]}]}]}]]}]]}]]}]]}]]}]]}]}],["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":[[["$","title",null,{"children":"404: This page could not be found."}],["$","div",null,{"style":{"fontFamily":"system-ui,\"Segoe UI\",Roboto,Helvetica,Arial,sans-serif,\"Apple Color Emoji\",\"Segoe UI Emoji\"","height":"100vh","textAlign":"center","display":"flex","flexDirection":"column","alignItems":"center","justifyContent":"center"},"children":["$","div",null,{"children":[["$","style",null,{"dangerouslySetInnerHTML":{"__html":"body{color:#000;background:#fff;margin:0}.next-error-h1{border-right:1px solid rgba(0,0,0,.3)}@media (prefers-color-scheme:dark){body{color:#fff;background:#000}.next-error-h1{border-right:1px solid rgba(255,255,255,.3)}}"}}],["$","h1",null,{"className":"next-error-h1","style":{"display":"inline-block","margin":"0 20px 0 0","padding":"0 23px 0 0","fontSize":24,"fontWeight":500,"verticalAlign":"top","lineHeight":"49px"},"children":404}],["$","div",null,{"style":{"display":"inline-block"},"children":["$","h2",null,{"style":{"fontSize":14,"fontWeight":400,"lineHeight":"49px","margin":0},"children":"This page could not be found."}]}]]}]}]],[]],"forbidden":"$undefined","unauthorized":"$undefined"}],["$","$Lf",null,{}],["$","$L10",null,{}],["$","footer",null,{"className":"border-t border-border bg-background","children":["$","div",null,{"className":"mx-auto max-w-7xl px-6 py-12 md:py-16","children":[["$","div",null,{"className":"grid grid-cols-2 gap-8 md:grid-cols-4 lg:grid-cols-5","children":[["$","div",null,{"className":"col-span-2 lg:col-span-2","children":[["$","$L5",null,{"href":"/","className":"flex items-center gap-2","children":[["$","img",null,{"src":"/vaduan-logo.png","alt":"","className":"h-6 w-auto"}],["$","span",null,{"className":"text-xl font-bold tracking-tight text-foreground","children":"Vaduan"}]]}],["$","p",null,{"className":"mt-4 max-w-xs text-sm text-muted-foreground leading-relaxed","children":"Bridging the gap between complex enterprise data and actionable decision intelligence."}]]}],[["$","div","Product",{"children":[["$","h3",null,{"className":"text-xs font-black uppercase tracking-[0.2em] text-foreground mb-4","children":"Product"}],["$","ul",null,{"className":"space-y-3","children":[["$","li","Solutions",{"children":["$","$L5",null,{"href":"/solutions","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Solutions"}]}],["$","li","Use Cases",{"children":["$","$L5",null,{"href":"/browse","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Use Cases"}]}],["$","li","FrenchCase",{"children":["$","$L5",null,{"href":"/frenchcase","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"FrenchCase"}]}],["$","li","Services",{"children":["$","$L5",null,{"href":"/managed-services","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Services"}]}]]}]]}],["$","div","Company",{"children":[["$","h3",null,{"className":"text-xs font-black uppercase tracking-[0.2em] text-foreground mb-4","children":"Company"}],["$","ul",null,{"className":"space-y-3","children":[["$","li","About",{"children":["$","$L5",null,{"href":"/about","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"About"}]}],["$","li","Blog",{"children":["$","$L5",null,{"href":"/blog","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Blog"}]}],["$","li","Careers",{"children":["$","$L5",null,{"href":"/careers","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Careers"}]}],["$","li","Contact",{"children":["$","$L5",null,{"href":"/about#contact","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Contact"}]}]]}]]}],["$","div","Legal",{"children":[["$","h3",null,{"className":"text-xs font-black uppercase tracking-[0.2em] text-foreground mb-4","children":"Legal"}],["$","ul",null,{"className":"space-y-3","children":[["$","li","Privacy",{"children":["$","$L5",null,{"href":"#","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Privacy"}]}],["$","li","Terms",{"children":["$","$L5",null,{"href":"#","className":"text-sm text-muted-foreground hover:text-foreground transition-colors","children":"Terms"}]}]]}]]}]]]}],["$","div",null,{"className":"mt-12 border-t border-border pt-8 flex flex-col md:flex-row items-center justify-between gap-4","children":[["$","p",null,{"className":"text-xs text-muted-foreground","children":["© ",2026," ","Vaduan",". All rights reserved."]}],["$","div",null,{"className":"flex items-center gap-6","children":[["$","a",null,{"href":"http://linkedin.com/company/vaduan-solutions","className":"text-muted-foreground hover:text-foreground transition-colors","aria-label":"LinkedIn","children":["$","svg",null,{"className":"h-5 w-5","fill":"currentColor","viewBox":"0 0 24 24","children":["$","path",null,{"d":"M19 0h-14c-2.761 0-5 2.239-5 5v14c0 2.761 2.239 5 5 5h14c2.762 0 5-2.239 5-5v-14c0-2.761-2.238-5-5-5zm-11 19h-3v-11h3v11zm-1.5-12.268c-.966 0-1.75-.79-1.75-1.764s.784-1.764 1.75-1.764 1.75.79 1.75 1.764-.783 1.764-1.75 1.764zm13.5 12.268h-3v-5.604c0-3.368-4-3.113-4 0v5.604h-3v-11h3v1.765c1.396-2.586 7-2.777 7 2.476v6.759z"}]}]}],["$","a",null,{"href":"#","className":"text-muted-foreground hover:text-foreground transition-colors","aria-label":"Twitter","children":["$","svg",null,{"className":"h-5 w-5","fill":"currentColor","viewBox":"0 0 24 24","children":["$","path",null,{"d":"M24 4.557c-.883.392-1.832.656-2.828.775 1.017-.609 1.798-1.574 2.165-2.724-.951.564-2.005.974-3.127 1.195-.897-.957-2.178-1.555-3.594-1.555-3.179 0-5.515 2.966-4.797 6.045-4.091-.205-7.719-2.165-10.148-5.144-1.29 2.213-.669 5.108 1.523 6.574-.806-.026-1.566-.247-2.229-.616-.054 2.281 1.581 4.415 3.949 4.89-.693.188-1.452.232-2.224.084.626 1.956 2.444 3.379 4.6 3.419-2.07 1.623-4.678 2.348-7.29 2.04 2.179 1.397 4.768 2.212 7.548 2.212 9.142 0 14.307-7.721 13.995-14.646.962-.695 1.797-1.562 2.457-2.549z"}]}]}]]}]]}]]}]}]]}]}]}]}]]}]]}],{"children":["blog",["$","$1","c",{"children":[null,["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":[["slug","medallion-architecture-lakehouse","d"],["$","$1","c",{"children":[null,["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":["__PAGE__",["$","$1","c",{"children":["$L11",null,["$","$L12",null,{"children":["$L13","$L14",["$","$L15",null,{"promise":"$@16"}]]}]]}],{},null,false]},null,false]},null,false]},null,false],["$","$1","h",{"children":[null,["$","$1","xqnAsgRGx0oBkwfs3KQ4Rv",{"children":[["$","$L17",null,{"children":"$L18"}],null]}],["$","$L19",null,{"children":"$L1a"}]]}],false]],"m":"$undefined","G":["$1b","$undefined"],"s":false,"S":true} 1c:"$Sreact.suspense" 1d:I[74911,[],"AsyncMetadata"] 1a:["$","div",null,{"hidden":true,"children":["$","$1c",null,{"fallback":null,"children":["$","$L1d",null,{"promise":"$@1e"}]}]}] 11:["$","main",null,{"className":"min-h-screen bg-background text-foreground antialiased font-sans","children":[["$","div",null,{"className":"bg-card border-b border-border","children":["$","div",null,{"className":"mx-auto max-w-[800px] px-6 py-3 flex items-center gap-2 text-[11px] font-semibold text-muted-foreground uppercase tracking-wider","children":[["$","$L5",null,{"href":"/","className":"hover:text-primary transition-colors","children":"Home"}],["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-chevron-right h-3 w-3","children":[["$","path","mthhwq",{"d":"m9 18 6-6-6-6"}],"$undefined"]}],["$","$L5",null,{"href":"/blog","className":"hover:text-primary transition-colors","children":"Blog"}],["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-chevron-right h-3 w-3","children":[["$","path","mthhwq",{"d":"m9 18 6-6-6-6"}],"$undefined"]}],["$","span",null,{"className":"text-muted-foreground/60 truncate max-w-[200px]","children":"Data Engineering"}]]}]}],["$","header",null,{"className":"bg-card border-b border-border shadow-sm","children":["$","div",null,{"className":"mx-auto max-w-[800px] px-6 py-12 md:py-16","children":[["$","div",null,{"className":"flex items-center gap-3 mb-6","children":[["$","span",null,{"className":"text-[10px] font-black uppercase tracking-widest text-primary","children":"Data Engineering"}],["$","span",null,{"className":"text-muted-foreground/30","children":"•"}],["$","span",null,{"className":"text-xs font-bold text-muted-foreground flex items-center gap-1","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-clock h-3 w-3","children":[["$","circle","1mglay",{"cx":"12","cy":"12","r":"10"}],["$","polyline","68esgv",{"points":"12 6 12 12 16 14"}],"$undefined"]}]," ","6 min"]}]]}],["$","h1",null,{"className":"text-3xl md:text-4xl font-extrabold tracking-tight text-foreground leading-tight","children":"Medallion Architecture — Why Bronze, Silver, and Gold Layers Are Not Optional."}],["$","p",null,{"className":"mt-4 text-lg text-muted-foreground leading-relaxed font-medium","children":"Raw data and analytics-ready data are fundamentally different things. Conflating them is the source of most data platform maintenance burden."}]]}]}],["$","article",null,{"className":"mx-auto max-w-[800px] px-6 py-12 md:py-16","children":[["$","div",null,{"className":"bg-card border border-border rounded-xl p-8 md:p-12 shadow-sm space-y-6","children":[["$","p","0",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"Raw data and analytics-ready data are fundamentally different things, and conflating them in a single storage layer is the source of most data platform maintenance burden. Raw data is what arrived from the source: the exact bytes, with whatever schema the source system produced, at whatever cadence the pipeline ran. Analytics-ready data is the result of a series of deliberate transformations: cleaning, deduplication, business rule application, join resolution, and aggregation. Storing both in the same place and mixing queries against them is how organizations end up with ten different definitions of \"active customer\" and no canonical answer to \"what was our revenue last Tuesday.\""}],["$","p","1",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"The medallion architecture formalizes the separation. The bronze layer is an immutable archive of raw ingested data. Nothing is ever modified or deleted from bronze. It is the source of truth for replay, audit, and debugging. When a transformation logic error produces wrong output in a downstream layer, the ability to reprocess from bronze — applying corrected logic to the original data — is what makes recovery deterministic rather than speculative. Organizations that skip the bronze layer discover its value the first time they need to explain to an auditor exactly what data the model was trained on."}],["$","p","2",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"The silver layer is where cleaning and standardization happen. Field names are normalized, data types are enforced, duplicates are resolved, and records from multiple sources are joined into coherent entities. A customer record in silver is not the raw CRM export. It is the resolved entity that combines CRM data, transactional history, and support interactions into a single consistent view, with a documented lineage trail showing exactly which source records contributed to it. Silver is the layer that analytical models consume. It changes when business rules change, not when source systems change."}],["$","p","3",{"className":"text-base text-foreground leading-[1.85] font-medium","children":"The gold layer is purpose-built for consumption. Aggregated metrics, pre-joined reporting tables, feature stores for machine learning — gold is optimized for the access patterns of its specific consumers. A gold table for a weekly executive dashboard looks nothing like a gold feature table for a real-time churn model, even if both draw from the same silver entities. The separation of gold from silver prevents the optimization choices made for one consumer from degrading the experience of another — and it makes the cost of analytical workloads visible and attributable, which is the first step toward managing them."}]]}],["$","div",null,{"className":"mt-12 pt-8 border-t border-border flex items-center justify-between","children":["$","$L5",null,{"href":"/blog","className":"flex items-center gap-2 text-sm font-bold text-primary hover:underline","children":[["$","svg",null,{"ref":"$undefined","xmlns":"http://www.w3.org/2000/svg","width":24,"height":24,"viewBox":"0 0 24 24","fill":"none","stroke":"currentColor","strokeWidth":2,"strokeLinecap":"round","strokeLinejoin":"round","className":"lucide lucide-arrow-left h-4 w-4","children":[["$","path","1l729n",{"d":"m12 19-7-7 7-7"}],["$","path","x3x0zl",{"d":"M19 12H5"}],"$undefined"]}]," Back to all articles"]}]}]]}]]}] 14:null 18:[["$","meta","0",{"charSet":"utf-8"}],["$","meta","1",{"name":"viewport","content":"width=device-width, initial-scale=1"}]] 13:null 16:{"metadata":[["$","title","0",{"children":"Medallion Architecture — Why Bronze, Silver, and Gold Layers Are Not Optional. | Vaduan"}],["$","meta","1",{"name":"description","content":"Raw data and analytics-ready data are fundamentally different things. Conflating them is the source of most data platform maintenance burden."}],["$","meta","2",{"name":"darkreader-lock","content":"true"}],["$","link","3",{"rel":"icon","href":"/favicon.png"}]],"error":null,"digest":"$undefined"} 1e:{"metadata":"$16:metadata","error":null,"digest":"$undefined"}