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","668","static/chunks/668-5e1ea0f5a72d2ab5.js","4151","static/chunks/4151-ebc5f5a312851c3c.js","3805","static/chunks/app/solutions/page-03468d326559bafe.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"]
:HL["/_next/static/css/886f7af331f6427c.css","style"]
0:{"P":null,"b":"Nbk3TaHHxZdIFcHoidqak","p":"","c":["","solutions","language-learning"],"i":false,"f":[[["",{"children":["solutions",{"children":[["engineId","language-learning","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":["$","path",null,{"d":"M24 4.557c-.883.392-1.832.656-2.828.775 1.017-.609 1.798-1.574 2.165-2.724-.951.564-2.005.974-3.127 1.195-.897-.957-2.178-1.555-3.594-1.555-3.179 0-5.515 2.966-4.797 6.045-4.091-.205-7.719-2.165-10.148-5.144-1.29 2.213-.669 5.108 1.523 6.574-.806-.026-1.566-.247-2.229-.616-.054 2.281 1.581 4.415 3.949 4.89-.693.188-1.452.232-2.224.084.626 1.956 2.444 3.379 4.6 3.419-2.07 1.623-4.678 2.348-7.29 2.04 2.179 1.397 4.768 2.212 7.548 2.212 9.142 0 14.307-7.721 13.995-14.646.962-.695 1.797-1.562 2.457-2.549z"}]}]}]]}]]}]]}]}]]}]}]}]}]]}]]}],{"children":["solutions",["$","$1","c",{"children":[null,["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":[["engineId","language-learning","d"],["$","$1","c",{"children":[null,["$","$Ld",null,{"parallelRouterKey":"children","error":"$undefined","errorStyles":"$undefined","errorScripts":"$undefined","template":["$","$Le",null,{}],"templateStyles":"$undefined","templateScripts":"$undefined","notFound":"$undefined","forbidden":"$undefined","unauthorized":"$undefined"}]]}],{"children":["__PAGE__",["$","$1","c",{"children":["$L11",[["$","link","0",{"rel":"stylesheet","href":"/_next/static/css/886f7af331f6427c.css","precedence":"next","crossOrigin":"$undefined","nonce":"$undefined"}]],["$","$L12",null,{"children":["$L13","$L14",["$","$L15",null,{"promise":"$@16"}]]}]]}],{},null,false]},null,false]},null,false]},null,false],["$","$1","h",{"children":[null,["$","$1","U5CMzC-dJn1mL1FCXz2V8v",{"children":[["$","$L17",null,{"children":"$L18"}],null]}],["$","$L19",null,{"children":"$L1a"}]]}],false]],"m":"$undefined","G":["$1b","$undefined"],"s":false,"S":true}
1c:"$Sreact.suspense"
1d:I[74911,[],"AsyncMetadata"]
1f:I[70053,["8702","static/chunks/c37d3baf-af66ce77052b0f3e.js","6874","static/chunks/6874-4c2cebe016baa309.js","668","static/chunks/668-5e1ea0f5a72d2ab5.js","5746","static/chunks/5746-7d36f2348594b85c.js","7556","static/chunks/7556-851989365c0c9226.js","2167","static/chunks/2167-d157c06362d08159.js","4852","static/chunks/4852-69b0d95f84b1ccd7.js","2411","static/chunks/app/solutions/%5BengineId%5D/page-8af2682876b3d958.js"],"EngineDetailContent"]
1a:["$","div",null,{"hidden":true,"children":["$","$1c",null,{"fallback":null,"children":["$","$L1d",null,{"promise":"$@1e"}]}]}]
11:["$","$L1f",null,{"engine":{"id":"language-learning","label":"Analytics Learning Engine","tagline":"Graph-based mastery. Level by level.","color":"#D85A30","bg":"#FAECE7","icon":"🧠","domain":"Analytics Education · Teams · Practitioners","outputSummary":"Personalised learning paths, mastery scores, team readiness report.","what":"Maps all 100 use cases as nodes in a knowledge graph, connecting them by technique, domain, and complexity. Learners progress through personalised paths — Foundation → Applied → Expert — with each completed analysis unlocking adjacent concepts based on retention signals.","terminal":{"title":"Learning engine · output preview","inputLabel":"# Learner graph state","input":"Team size: 12 analysts. Roles: 4 business analysts, 5 data analysts, 3 senior practitioners. Graph state: prerequisite completion, last-practice timestamps, cross-domain links activated.","proc":"Computing mastery readiness scores and optimal next nodes…","output":["Business analysts: 'Demand Forecasting' is the highest-readiness next node — MRS 0.87.","Data analysts: 3 of 5 ready to advance to 'Causal Inference' — prerequisite completion 91%.","Senior practitioners: 'Graph ML' unlocked — all prerequisite nodes mastered within 30 days.","Retention decay alert: 4 team members' 'RFM Segmentation' scores declining — spaced review triggered.","Team readiness: Q4 capability gap in 'Time Series Forecasting' — 7 of 12 below target mastery."]},"decisionFramework":{"name":"Mastery Readiness Score (MRS)","description":"Determines when a learner is ready for the next concept by combining prerequisite completion, retention decay, and cross-domain connection strength.","formula":"MRS = Π(Prerequisite Score) × (1 − Decay Rate ^ Days Since Last Practice) × Cross-Domain Link Weight","signal":"MRS > 0.8 unlocks the next node. MRS < 0.5 triggers a spaced-repetition review challenge."},"featureHighlights":["Concept mastery per node","Prerequisite completion ratio","Spaced repetition interval","Cross-domain link activation","Challenge success rate","Time-per-concept trend"],"usecases":[{"id":"ALL","title":"All 100 use cases as knowledge graph nodes"},{"id":"L1","title":"Foundation: Statistical Analysis & Descriptive"},{"id":"L2","title":"Applied: Regression, Classification, Clustering"},{"id":"L3","title":"Advanced: Time Series, NLP, Optimization"},{"id":"L4","title":"Expert: Causal Inference, Simulation, Graph ML"}],"outputs":["Personalized learning path per role","Concept mastery scores","Cross-domain connection map","Challenge scenarios per level","Team analytics readiness report"],"integrations":["LMS platforms (Moodle, Canvas)","Slack / Teams learning nudges","Internal analytics wikis","Assessment & certification tools"],"special":true,"blog":{"title":"Analytics Education Is Not a Course — It Is a Graph Traversal Problem","hook":"A fixed syllabus moves every learner at the same pace through the same sequence. A knowledge graph moves each learner at the right pace through the sequence that fits their existing knowledge and their specific analytical goal.","summary":"The Language Learning Solution maps one hundred analytical use cases as connected knowledge graph nodes and uses the Mastery Readiness Score to determine optimal progression timing — preventing premature advancement and unnecessary delay while building team analytics capability systematically.","keyInsight":"MRS combines prerequisite completion, retention decay from time since last practice, and cross-domain connection strength — producing a readiness signal that reflects genuine preparedness rather than course calendar position.","callToAction":"Map your team's current analytical capability against the knowledge graph and build a development roadmap that closes the gaps that matter most for your business intelligence objectives."},"blogSlug":"language-learning-engine","techStack":{"dataSystems":{"ingestion":["LMS API (learner activity events: completions, quiz scores, time-on-concept)","Slack API (learning nudge engagement tracking)","Assessment platform webhook (challenge attempt events)"],"transformation":["Transformation (silver: learner-concept interaction tables; gold: MRS scores, prerequisite completion ratios, spaced repetition intervals)","Neo4j data sync (knowledge graph node and edge updates from Transformation gold layer)"],"storage":["data warehouse (learner analytics warehouse)","Neo4j (knowledge graph: concept nodes, prerequisite edges, domain affinity links)"],"orchestration":["orchestration (daily MRS recomputation and spaced repetition schedule generation)","Transformation Cloud (gold layer model runs after each learner activity batch)"],"quality":["Transformation tests (orphaned learner-concept records, MRS range validation)","Great Expectations (prerequisite completion ratio bounds checks)"]},"aiSystems":{"models":["Graph neural network (concept mastery propagation through prerequisite graph)","Ebbinghaus decay model (retention decay per learner-concept pair)","K-Means (learner role clustering for path template generation)"],"frameworks":["PyTorch Geometric (graph-based mastery modeling)","MLflow (MRS model versioning)","FastAPI (learning path recommendation API)"],"agents":["Learning path optimization agent (generates personalized concept sequence per learner using MRS scores and knowledge graph traversal)","Team readiness assessment agent (aggregates individual MRS scores into team capability map and identifies highest-value collective learning investments)"],"llmIntegration":["Advanced AI API (generates learner-facing concept explanations calibrated to their current mastery level and domain background using MRS context)","Claude structured output (JSON: learner_id, next_concept_id, mrs_score, readiness_status, recommended_review_nodes, estimated_mastery_date)"]},"infrastructure":["Neo4j Aura (managed graph database)","Streamlit (team analytics readiness dashboard)","Slack bot (daily MRS-triggered learning nudge delivery)"]},"transformationModels":[{"layer":"bronze","model":"raw_learner_activity_events","description":"Raw LMS events: concept views, quiz attempts, challenge completions with timestamps"},{"layer":"bronze","model":"raw_concept_graph_edges","description":"Knowledge graph edge definitions: prerequisite relationships and domain affinity links"},{"layer":"silver","model":"stg_learner_concept_mastery","description":"Per-learner-concept mastery scores with recency weighting and attempt history"},{"layer":"silver","model":"stg_retention_decay_features","description":"Days since last practice and estimated retention rate per learner-concept pair"},{"layer":"gold","model":"fct_mastery_readiness_scores","description":"MRS per learner-concept pair with unlock status and spaced repetition trigger flag"},{"layer":"gold","model":"fct_team_analytics_readiness","description":"Aggregated team capability map with concept coverage percentages and priority gap analysis"}],"lineage":{"nodes":[{"id":"1","position":{"x":250,"y":0},"label":"Learning Hub","style":{"backgroundColor":"#0047ab","color":"white","fontWeight":"bold","borderRadius":"8px","border":"none","padding":"10px 20px"}},{"id":"2","position":{"x":50,"y":120},"label":"CONCEPTS","style":{"backgroundColor":"#0047ab","color":"white","borderRadius":"8px","border":"none","padding":"8px 16px"}},{"id":"3","position":{"x":50,"y":200},"label":"Knowledge Graph","style":{"backgroundColor":"hsl(var(--card))","color":"hsl(var(--foreground))","borderColor":"#0047ab","borderRadius":"8px"}},{"id":"4","position":{"x":450,"y":120},"label":"AI ENGINE","style":{"backgroundColor":"#0047ab","color":"white","borderRadius":"8px","border":"none","padding":"8px 16px"}},{"id":"5","position":{"x":450,"y":200},"label":"MRS Score","style":{"backgroundColor":"hsl(var(--card))","color":"hsl(var(--foreground))","borderColor":"#0047ab","borderRadius":"8px"}}],"edges":[{"id":"e1-2","source":"1","target":"2","animated":true,"style":{"stroke":"#0047ab","strokeWidth":2}},{"id":"e2-3","source":"2","target":"3","style":{"stroke":"#0047ab"}},{"id":"e1-4","source":"1","target":"4","animated":true,"style":{"stroke":"#0047ab","strokeWidth":2}},{"id":"e4-5","source":"4","target":"5","style":{"stroke":"#0047ab"}}]},"metrics":[{"label":"L1","value":100},{"label":"L2","value":85},{"label":"L3","value":40,"annotation":"In Progress"},{"label":"L4","value":10,"annotation":"Locked"}]}}]
14:null
18:[["$","meta","0",{"charSet":"utf-8"}],["$","meta","1",{"name":"viewport","content":"width=device-width, initial-scale=1"}]]
13:null
16:{"metadata":[["$","title","0",{"children":"Analytics Learning Engine: Graph-based mastery. Level by level. | Vaduan"}],["$","meta","1",{"name":"description","content":"Maps all 100 use cases as nodes in a knowledge graph, connecting them by technique, domain, and complexity. Learners progress through personalised paths — Foundation → Applied → Expert — with each completed analysis unlocking adjacent concepts based on retention signals. Optimized for Analytics Education · Teams · Practitioners."}],["$","meta","2",{"name":"darkreader-lock","content":"true"}],["$","link","3",{"rel":"icon","href":"/favicon.png"}]],"error":null,"digest":"$undefined"}
1e:{"metadata":"$16:metadata","error":null,"digest":"$undefined"}