diff --git a/backend/__pycache__/agent.cpython-311.pyc b/backend/__pycache__/agent.cpython-311.pyc
index b923c8d3718583e5fe88fd6550df71d8f7a866ad..5bb849766b43ea88316e712fe69b5130622efe76 100644
Binary files a/backend/__pycache__/agent.cpython-311.pyc and b/backend/__pycache__/agent.cpython-311.pyc differ
diff --git a/backend/__pycache__/environment.cpython-311.pyc b/backend/__pycache__/environment.cpython-311.pyc
index 8b3d8fbd5f9251c5f46420212b4826b45735b12d..c06d668fe48ea016f84c7f2877a0b25d1288a2d8 100644
Binary files a/backend/__pycache__/environment.cpython-311.pyc and b/backend/__pycache__/environment.cpython-311.pyc differ
diff --git a/backend/__pycache__/eventlog.cpython-311.pyc b/backend/__pycache__/eventlog.cpython-311.pyc
index d273ec244fd65709257a7c12cca9ac63a133d2ca..22bfbadce0bb63223df73953ab6dc8cc0e705003 100644
Binary files a/backend/__pycache__/eventlog.cpython-311.pyc and b/backend/__pycache__/eventlog.cpython-311.pyc differ
diff --git a/backend/__pycache__/simplesimmodel.cpython-311.pyc b/backend/__pycache__/simplesimmodel.cpython-311.pyc
index f70059a9205f5848059d7a7960c9e02ccf4e7066..fe2e3fdcd74db372001e056e28d0c8d10997f6e5 100644
Binary files a/backend/__pycache__/simplesimmodel.cpython-311.pyc and b/backend/__pycache__/simplesimmodel.cpython-311.pyc differ
diff --git a/case-table.csv b/case-table.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d9fe824b88359474c0c4625c849ad2604db3078
--- /dev/null
+++ b/case-table.csv
@@ -0,0 +1,607 @@
+CaseID,Subscription,Component
+0,Free,Navigation
+1,Premium,Other
+10,Free,Other
+100,Free,Other
+101,Free,Navigation
+102,Premium,Checkout
+103,Free,Navigation
+104,Premium,Checkout
+105,Free,Other
+106,Free,Navigation
+107,Free,Other
+108,Premium,Navigation
+109,Free,Other
+11,Free,Other
+110,Free,Navigation
+111,Free,Other
+112,Premium,Authentication
+113,Free,Navigation
+114,Premium,Navigation
+115,Free,Navigation
+116,Free,Navigation
+117,Premium,Authentication
+118,Free,Other
+119,Free,Other
+12,Free,Navigation
+120,Free,Navigation
+121,Free,Navigation
+122,Free,Other
+123,Free,Navigation
+124,Premium,Other
+125,Free,Other
+126,Free,Checkout
+127,Free,Navigation
+128,Free,Other
+129,Premium,Checkout
+13,Free,Navigation
+130,Free,Other
+131,Free,Other
+132,Premium,Navigation
+133,Premium,Navigation
+134,Free,Navigation
+135,Premium,Checkout
+136,Free,Navigation
+137,Free,Other
+138,Free,Navigation
+139,Free,Other
+14,Free,Navigation
+140,Free,Navigation
+141,Free,Other
+142,Free,Navigation
+143,Free,Navigation
+144,Free,Navigation
+145,Premium,Navigation
+146,Free,Other
+147,Free,Navigation
+148,Premium,Checkout
+149,Free,Other
+15,Free,Other
+150,Free,Other
+151,Free,Navigation
+152,Free,Other
+153,Free,Navigation
+154,Free,Navigation
+155,Free,Other
+156,Free,Navigation
+157,Free,Navigation
+158,Free,Other
+159,Free,Navigation
+16,Free,Other
+160,Free,Navigation
+161,Premium,Authentication
+162,Free,Navigation
+163,Free,Navigation
+164,Free,Navigation
+165,Free,Navigation
+166,Free,Navigation
+167,Free,Navigation
+168,Free,Navigation
+169,Free,Checkout
+17,Free,Navigation
+170,Free,Other
+171,Free,Navigation
+172,Free,Navigation
+173,Free,Other
+174,Premium,Navigation
+175,Free,Other
+176,Free,Navigation
+177,Free,Other
+178,Premium,Navigation
+179,Free,Navigation
+18,Free,Other
+180,Premium,Navigation
+181,Free,Navigation
+182,Premium,Authentication
+183,Free,Navigation
+184,Free,Other
+185,Free,Navigation
+186,Free,Other
+187,Premium,Navigation
+188,Free,Navigation
+189,Free,Other
+19,Free,Navigation
+190,Premium,Other
+191,Free,Navigation
+192,Premium,Navigation
+193,Free,Other
+194,Free,Other
+195,Free,Other
+196,Premium,Other
+197,Free,Navigation
+198,Free,Navigation
+199,Free,Navigation
+2,Free,Navigation
+20,Free,Navigation
+200,Free,Navigation
+201,Free,Other
+202,Free,Navigation
+203,Premium,Navigation
+204,Free,Navigation
+205,Free,Navigation
+206,Free,Other
+207,Free,Navigation
+208,Free,Other
+209,Free,Navigation
+21,Free,Navigation
+210,Premium,Other
+211,Free,Other
+212,Free,Other
+213,Free,Other
+214,Free,Other
+215,Free,Other
+216,Premium,Navigation
+217,Free,Navigation
+218,Free,Other
+219,Free,Other
+22,Free,Other
+220,Free,Navigation
+221,Free,Navigation
+222,Free,Navigation
+223,Premium,Authentication
+224,Free,Other
+225,Premium,Navigation
+226,Premium,Navigation
+227,Premium,Authentication
+228,Free,Navigation
+229,Free,Other
+23,Free,Navigation
+230,Free,Other
+231,Premium,Other
+232,Premium,Other
+233,Free,Other
+234,Free,Other
+235,Free,Other
+236,Premium,Navigation
+237,Free,Other
+238,Free,Navigation
+239,Free,Navigation
+24,Premium,Navigation
+240,Free,Other
+241,Free,Other
+242,Free,Navigation
+243,Free,Other
+244,Free,Other
+245,Premium,Navigation
+246,Free,Navigation
+247,Free,Other
+248,Free,Other
+249,Free,Other
+25,Free,Navigation
+250,Premium,Checkout
+251,Premium,Other
+252,Free,Other
+253,Premium,Authentication
+254,Premium,Checkout
+255,Free,Navigation
+256,Free,Other
+257,Free,Other
+258,Free,Navigation
+259,Free,Navigation
+26,Free,Navigation
+260,Premium,Navigation
+261,Premium,Other
+262,Free,Navigation
+263,Free,Other
+264,Free,Navigation
+265,Free,Other
+266,Premium,Authentication
+267,Free,Other
+268,Free,Navigation
+269,Free,Navigation
+27,Free,Navigation
+270,Free,Navigation
+271,Free,Navigation
+272,Free,Other
+273,Free,Other
+274,Premium,Other
+275,Free,Other
+276,Free,Other
+277,Free,Other
+278,Free,Navigation
+279,Free,Navigation
+28,Free,Navigation
+280,Premium,Navigation
+281,Free,Navigation
+282,Free,Navigation
+283,Free,Navigation
+284,Free,Other
+285,Free,Navigation
+286,Free,Navigation
+287,Free,Other
+288,Free,Navigation
+289,Premium,Authentication
+29,Premium,Navigation
+290,Premium,Navigation
+291,Premium,Other
+292,Free,Other
+293,Free,Other
+294,Free,Other
+295,Premium,Other
+296,Free,Other
+297,Premium,Authentication
+298,Premium,Navigation
+299,Premium,Authentication
+3,Free,Navigation
+30,Free,Other
+300,Free,Navigation
+301,Premium,Navigation
+302,Free,Other
+303,Free,Other
+304,Free,Navigation
+305,Free,Other
+306,Free,Navigation
+307,Free,Navigation
+308,Free,Navigation
+309,Free,Other
+31,Free,Navigation
+310,Free,Navigation
+311,Premium,Navigation
+312,Premium,Authentication
+313,Premium,Navigation
+314,Premium,Other
+315,Premium,Other
+316,Free,Navigation
+317,Free,Navigation
+318,Free,Navigation
+319,Free,Navigation
+32,Free,Navigation
+320,Free,Navigation
+321,Free,Other
+322,Free,Navigation
+323,Premium,Navigation
+324,Free,Navigation
+325,Free,Other
+326,Premium,Navigation
+327,Free,Other
+328,Free,Other
+329,Premium,Authentication
+33,Free,Navigation
+330,Premium,Authentication
+331,Free,Navigation
+332,Free,Navigation
+333,Premium,Other
+334,Free,Checkout
+335,Premium,Navigation
+336,Free,Navigation
+337,Free,Navigation
+338,Free,Other
+339,Premium,Other
+34,Premium,Navigation
+340,Free,Navigation
+341,Free,Other
+342,Free,Other
+343,Premium,Navigation
+344,Premium,Navigation
+345,Free,Authentication
+346,Premium,Authentication
+347,Free,Other
+348,Free,Other
+349,Free,Navigation
+35,Free,Other
+350,Premium,Navigation
+351,Free,Navigation
+352,Free,Other
+353,Free,Other
+354,Free,Other
+355,Free,Navigation
+356,Free,Navigation
+357,Free,Other
+358,Free,Checkout
+359,Free,Other
+36,Free,Navigation
+360,Free,Other
+361,Premium,Other
+362,Free,Other
+363,Premium,Checkout
+364,Free,Other
+365,Free,Checkout
+366,Premium,Checkout
+367,Premium,Other
+368,Free,Navigation
+369,Free,Navigation
+37,Free,Navigation
+370,Free,Other
+371,Free,Other
+372,Premium,Navigation
+373,Premium,Other
+374,Free,Navigation
+375,Premium,Checkout
+376,Free,Navigation
+377,Free,Navigation
+378,Free,Navigation
+379,Free,Checkout
+38,Free,Other
+380,Free,Other
+381,Premium,Authentication
+382,Free,Other
+383,Free,Navigation
+384,Free,Navigation
+385,Free,Navigation
+386,Free,Other
+387,Premium,Navigation
+388,Free,Navigation
+389,Free,Other
+39,Free,Other
+390,Free,Navigation
+391,Free,Other
+392,Premium,Other
+393,Free,Other
+394,Free,Checkout
+395,Free,Navigation
+396,Free,Navigation
+397,Free,Navigation
+398,Free,Navigation
+399,Free,Checkout
+4,Free,Navigation
+40,Free,Other
+400,Free,Authentication
+401,Free,Navigation
+402,Free,Navigation
+403,Free,Navigation
+404,Premium,Authentication
+405,Free,Navigation
+406,Free,Other
+407,Premium,Navigation
+408,Premium,Checkout
+409,Premium,Navigation
+41,Free,Other
+410,Premium,Authentication
+411,Premium,Navigation
+412,Free,Navigation
+413,Premium,Navigation
+414,Premium,Navigation
+415,Free,Other
+416,Free,Other
+417,Premium,Navigation
+418,Free,Other
+419,Premium,Other
+42,Free,Other
+420,Premium,Authentication
+421,Free,Other
+422,Premium,Other
+423,Free,Checkout
+424,Premium,Other
+425,Free,Navigation
+426,Free,Navigation
+427,Free,Navigation
+428,Free,Navigation
+429,Premium,Checkout
+43,Free,Navigation
+430,Free,Navigation
+431,Premium,Other
+432,Free,Navigation
+433,Premium,Navigation
+434,Free,Navigation
+435,Free,Checkout
+436,Free,Authentication
+437,Free,Other
+438,Free,Navigation
+439,Premium,Navigation
+44,Free,Navigation
+440,Premium,Other
+441,Premium,Authentication
+442,Free,Navigation
+443,Premium,Authentication
+444,Free,Other
+445,Free,Navigation
+446,Free,Navigation
+447,Free,Navigation
+448,Free,Navigation
+449,Free,Navigation
+45,Premium,Checkout
+450,Free,Navigation
+451,Free,Navigation
+452,Premium,Other
+453,Free,Navigation
+454,Free,Navigation
+455,Premium,Navigation
+456,Premium,Navigation
+457,Free,Navigation
+458,Free,Navigation
+459,Premium,Navigation
+46,Free,Navigation
+460,Premium,Other
+461,Premium,Other
+462,Free,Other
+463,Free,Navigation
+464,Premium,Navigation
+465,Free,Navigation
+466,Free,Authentication
+467,Free,Other
+468,Free,Other
+469,Free,Checkout
+47,Free,Navigation
+470,Free,Other
+471,Free,Navigation
+472,Premium,Checkout
+473,Premium,Authentication
+474,Free,Checkout
+475,Premium,Other
+476,Free,Checkout
+477,Free,Other
+478,Free,Navigation
+479,Premium,Navigation
+48,Free,Other
+480,Premium,Other
+481,Free,Checkout
+482,Free,Other
+483,Premium,Other
+484,Free,Other
+485,Premium,Other
+486,Free,Checkout
+487,Premium,Navigation
+488,Premium,Navigation
+489,Free,Other
+49,Free,Navigation
+490,Premium,Checkout
+491,Free,Other
+492,Free,Checkout
+493,Free,Checkout
+494,Premium,Other
+495,Premium,Navigation
+496,Free,Checkout
+497,Free,Navigation
+498,Premium,Navigation
+499,Free,Navigation
+5,Free,Navigation
+50,Free,Navigation
+500,Free,Checkout
+501,Free,Checkout
+502,Free,Other
+503,Free,Navigation
+504,Premium,Other
+505,Premium,Other
+506,Free,Other
+507,Premium,Navigation
+508,Free,Other
+509,Free,Navigation
+51,Free,Navigation
+510,Free,Navigation
+511,Free,Other
+512,Premium,Checkout
+513,Free,Authentication
+514,Premium,Other
+515,Premium,Checkout
+516,Free,Checkout
+517,Free,Other
+518,Free,Navigation
+519,Free,Authentication
+52,Free,Navigation
+520,Free,Navigation
+521,Free,Other
+522,Free,Navigation
+523,Free,Other
+524,Premium,Navigation
+525,Free,Navigation
+526,Free,Navigation
+527,Premium,Other
+528,Premium,Navigation
+529,Premium,Other
+53,Premium,Navigation
+530,Premium,Navigation
+531,Free,Other
+532,Free,Other
+533,Free,Other
+534,Free,Other
+535,Free,Other
+536,Premium,Checkout
+537,Free,Navigation
+538,Free,Other
+539,Free,Navigation
+54,Free,Navigation
+540,Premium,Checkout
+541,Premium,Authentication
+542,Premium,Other
+543,Free,Other
+544,Free,Navigation
+545,Free,Navigation
+546,Free,Other
+547,Free,Navigation
+548,Free,Authentication
+549,Free,Navigation
+55,Free,Navigation
+550,Free,Navigation
+551,Premium,Authentication
+552,Free,Navigation
+553,Free,Other
+554,Free,Navigation
+555,Free,Authentication
+556,Free,Navigation
+557,Free,Navigation
+558,Free,Navigation
+559,Free,Navigation
+56,Free,Other
+560,Free,Authentication
+561,Premium,Navigation
+562,Premium,Checkout
+563,Premium,Authentication
+564,Premium,Other
+565,Free,Navigation
+566,Premium,Other
+567,Free,Checkout
+568,Free,Navigation
+569,Free,Checkout
+57,Premium,Other
+570,Free,Navigation
+571,Free,Other
+572,Free,Checkout
+573,Free,Checkout
+574,Free,Navigation
+575,Free,Other
+576,Premium,Navigation
+577,Premium,Navigation
+578,Premium,Checkout
+579,Free,Other
+58,Free,Navigation
+580,Premium,Other
+581,Premium,Navigation
+582,Free,Checkout
+583,Premium,Other
+584,Free,Authentication
+585,Premium,Checkout
+586,Free,Other
+587,Premium,Other
+588,Free,Navigation
+589,Free,Navigation
+59,Free,Navigation
+590,Free,Navigation
+591,Free,Checkout
+592,Free,Navigation
+593,Free,Checkout
+594,Premium,Other
+595,Free,Other
+596,Free,Navigation
+597,Free,Navigation
+598,Premium,Authentication
+599,Free,Navigation
+6,Free,Navigation
+60,Free,Other
+600,Free,Checkout
+601,Free,Navigation
+602,Free,Navigation
+603,Free,Navigation
+604,Free,Checkout
+605,Free,Navigation
+61,Free,Navigation
+62,Free,Navigation
+63,Free,Navigation
+64,Free,Navigation
+65,Free,Checkout
+66,Free,Navigation
+67,Free,Other
+68,Free,Other
+69,Free,Navigation
+7,Free,Other
+70,Premium,Other
+71,Premium,Navigation
+72,Free,Navigation
+73,Premium,Other
+74,Free,Other
+75,Free,Navigation
+76,Premium,Navigation
+77,Premium,Navigation
+78,Premium,Navigation
+79,Free,Other
+8,Free,Other
+80,Free,Navigation
+81,Free,Other
+82,Free,Other
+83,Free,Other
+84,Free,Other
+85,Free,Navigation
+86,Free,Navigation
+87,Free,Navigation
+88,Free,Navigation
+89,Free,Other
+9,Free,Other
+90,Free,Navigation
+91,Free,Navigation
+92,Free,Navigation
+93,Free,Navigation
+94,Free,Navigation
+95,Free,Navigation
+96,Premium,Authentication
+97,Free,Navigation
+98,Free,Navigation
+99,Free,Navigation