diff --git a/Cargo.lock b/Cargo.lock
index 6a5916e..dae5f7b 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -54,9 +54,9 @@ dependencies = [
 
 [[package]]
 name = "anyhow"
-version = "1.0.97"
+version = "1.0.98"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dcfed56ad506cb2c684a14971b8861fdc3baaaae314b9e5f9bb532cbe3ba7a4f"
+checksum = "e16d2d3311acee920a9eb8d33b8cbc1787ce4a264e85f964c2404b969bdcd487"
 
 [[package]]
 name = "approx"
@@ -223,9 +223,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.2.18"
+version = "1.2.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "525046617d8376e3db1deffb079e91cef90a89fc3ca5c185bbf8c9ecdd15cd5c"
+checksum = "8e3a13707ac958681c13b39b458c073d0d9bc8a22cb1b2f4c8e55eb72c13f362"
 dependencies = [
  "jobserver",
  "libc",
@@ -240,9 +240,9 @@ checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
 [[package]]
 name = "chrono"
-version = "0.4.40"
+version = "0.4.39"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a7964611d71df112cb1730f2ee67324fcf4d0fc6606acbbe9bfe06df124637c"
+checksum = "7e36cc9d416881d2e24f9a963be5fb1cd90966419ac844274161d10488b3e825"
 dependencies = [
  "android-tzdata",
  "iana-time-zone",
@@ -250,7 +250,7 @@ dependencies = [
  "num-traits",
  "serde",
  "wasm-bindgen",
- "windows-link",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -266,7 +266,7 @@ dependencies = [
 [[package]]
 name = "common"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#a080c29b7b52e3feac753dbd3c2a9a16974bf57b"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "chrono",
@@ -399,6 +399,41 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "darling"
+version = "0.20.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc7f46116c46ff9ab3eb1597a45688b6715c6e628b5c133e288e709a29bcb4ee"
+dependencies = [
+ "darling_core",
+ "darling_macro",
+]
+
+[[package]]
+name = "darling_core"
+version = "0.20.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0d00b9596d185e565c2207a0b01f8bd1a135483d02d9b7b0a54b11da8d53412e"
+dependencies = [
+ "fnv",
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim",
+ "syn 2.0.100",
+]
+
+[[package]]
+name = "darling_macro"
+version = "0.20.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
+dependencies = [
+ "darling_core",
+ "quote",
+ "syn 2.0.100",
+]
+
 [[package]]
 name = "deflate64"
 version = "0.1.9"
@@ -412,6 +447,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c9e6a11ca8224451684bc0d7d5a7adbf8f2fd6887261a1cfc3c0432f9d4068e"
 dependencies = [
  "powerfmt",
+ "serde",
 ]
 
 [[package]]
@@ -493,7 +529,7 @@ checksum = "37909eebbb50d72f9059c3b6d82c0463f2ff062c9e95845c43a6c9c0355411be"
 [[package]]
 name = "fathom-function"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "axum",
  "fathom-function-macros",
@@ -510,7 +546,7 @@ dependencies = [
 [[package]]
 name = "fathom-function-macros"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -697,9 +733,9 @@ checksum = "36d244a08113319b5ebcabad2b8b7925732d15eec46d7e7ac3c11734f3b7a6ad"
 
 [[package]]
 name = "getrandom"
-version = "0.2.15"
+version = "0.2.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7"
+checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
 dependencies = [
  "cfg-if",
  "libc",
@@ -747,9 +783,9 @@ dependencies = [
 
 [[package]]
 name = "h2"
-version = "0.4.8"
+version = "0.4.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5017294ff4bb30944501348f6f8e42e6ad28f42c8bbef7a74029aff064a4e3c2"
+checksum = "75249d144030531f8dee69fe9cea04d3edf809a017ae445e2abdff6629e86633"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -757,13 +793,19 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http",
- "indexmap",
+ "indexmap 2.9.0",
  "slab",
  "tokio",
  "tokio-util",
  "tracing",
 ]
 
+[[package]]
+name = "hashbrown"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
+
 [[package]]
 name = "hashbrown"
 version = "0.15.2"
@@ -776,6 +818,12 @@ version = "0.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2304e00983f87ffb38b55b444b5e3b60a884b5d30c0fca7d82fe33449bbe55ea"
 
+[[package]]
+name = "hex"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
+
 [[package]]
 name = "hmac"
 version = "0.12.1"
@@ -1047,6 +1095,12 @@ dependencies = [
  "syn 2.0.100",
 ]
 
+[[package]]
+name = "ident_case"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
+
 [[package]]
 name = "idna"
 version = "1.0.3"
@@ -1068,6 +1122,17 @@ dependencies = [
  "icu_properties",
 ]
 
+[[package]]
+name = "indexmap"
+version = "1.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99"
+dependencies = [
+ "autocfg",
+ "hashbrown 0.12.3",
+ "serde",
+]
+
 [[package]]
 name = "indexmap"
 version = "2.9.0"
@@ -1075,13 +1140,14 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "cea70ddb795996207ad57735b50c5982d8844f38ba9ee5f1aedcfb708a2aa11e"
 dependencies = [
  "equivalent",
- "hashbrown",
+ "hashbrown 0.15.2",
+ "serde",
 ]
 
 [[package]]
 name = "infrastructure"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "futures",
  "itertools",
@@ -1144,23 +1210,25 @@ dependencies = [
 
 [[package]]
 name = "jsonql"
-version = "0.3.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#a080c29b7b52e3feac753dbd3c2a9a16974bf57b"
+version = "0.4.0"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "chrono",
  "convert_case",
  "jsonql_macros",
+ "pg_escape",
  "serde",
  "serde_json",
  "strum",
+ "tokio",
  "uuid",
 ]
 
 [[package]]
 name = "jsonql_macros"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#a080c29b7b52e3feac753dbd3c2a9a16974bf57b"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1188,15 +1256,15 @@ checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
 [[package]]
 name = "libc"
-version = "0.2.171"
+version = "0.2.172"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c19937216e9d3aa9956d9bb8dfc0b0c8beb6058fc4f7a4dc4d850edf86a237d6"
+checksum = "d750af042f7ef4f724306de029d18836c26c1765a54a6a3f094cbd23a7267ffa"
 
 [[package]]
 name = "libm"
-version = "0.2.11"
+version = "0.2.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8355be11b20d696c8f18f6cc018c4e372165b1fa8126cef092399c9951984ffa"
+checksum = "c9627da5196e5d8ed0b0495e61e518847578da83483c37288316d9b2e03a7f72"
 
 [[package]]
 name = "linux-raw-sys"
@@ -1210,12 +1278,6 @@ version = "0.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "23fb14cb19457329c82206317a5663005a4d404783dc74f4252769b0d5f42856"
 
-[[package]]
-name = "lockfree-object-pool"
-version = "0.1.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9374ef4228402d4b7e403e5838cb880d9ee663314b0a900d5a6aabf0c213552e"
-
 [[package]]
 name = "log"
 version = "0.4.27"
@@ -1246,7 +1308,7 @@ dependencies = [
 [[package]]
 name = "macros"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#a080c29b7b52e3feac753dbd3c2a9a16974bf57b"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -1510,6 +1572,57 @@ version = "2.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
 
+[[package]]
+name = "pg_escape"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44c7bc82ccbe2c7ef7ceed38dcac90d7ff46681e061e9d7310cbcd409113e303"
+dependencies = [
+ "phf",
+]
+
+[[package]]
+name = "phf"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1fd6780a80ae0c52cc120a26a1a42c1ae51b247a253e4e06113d23d2c2edd078"
+dependencies = [
+ "phf_macros",
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_generator"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3c80231409c20246a13fddb31776fb942c38553c51e871f8cbd687a4cfb5843d"
+dependencies = [
+ "phf_shared",
+ "rand",
+]
+
+[[package]]
+name = "phf_macros"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f84ac04429c13a7ff43785d75ad27569f2951ce0ffd30a3321230db2fc727216"
+dependencies = [
+ "phf_generator",
+ "phf_shared",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.11.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "67eabc2ef2a60eb7faa00097bd1ffdb5bd28e62bf39990626a582201b7a754e5"
+dependencies = [
+ "siphasher",
+]
+
 [[package]]
 name = "pin-project-lite"
 version = "0.2.16"
@@ -1525,7 +1638,7 @@ checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 [[package]]
 name = "pipeline-application"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "anyhow",
  "common",
@@ -1549,7 +1662,7 @@ dependencies = [
 [[package]]
 name = "pipeline-configuration"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "chrono",
  "csv",
@@ -1571,7 +1684,7 @@ dependencies = [
 [[package]]
 name = "pipeline-ili"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "approx",
  "chrono",
@@ -1580,6 +1693,7 @@ dependencies = [
  "schemars",
  "sequence",
  "serde",
+ "serde_with",
  "thiserror 2.0.12",
  "uom",
 ]
@@ -1592,8 +1706,8 @@ checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
 
 [[package]]
 name = "platform-data-sdk"
-version = "0.17.2"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#a080c29b7b52e3feac753dbd3c2a9a16974bf57b"
+version = "0.18.2"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "bytes",
@@ -1631,9 +1745,9 @@ checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
 [[package]]
 name = "proc-macro2"
-version = "1.0.94"
+version = "1.0.95"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a31971752e70b8b2686d7e46ec17fb38dad4051d94024c88df49b667caea9c84"
+checksum = "02b3e5e68a3a1a02aad3ec490a98007cbc13c37cbe84a3cd7b8e406d76e7f778"
 dependencies = [
  "unicode-ident",
 ]
@@ -1662,6 +1776,21 @@ version = "5.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "74765f6d916ee2faa39bc8e68e4f3ed8949b48cccdac59983d287a7cb71ce9c5"
 
+[[package]]
+name = "rand"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+dependencies = [
+ "rand_core",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
+
 [[package]]
 name = "rawpointer"
 version = "0.2.1"
@@ -1758,7 +1887,7 @@ checksum = "a4689e6c2294d81e88dc6261c768b63bc4fcdb852be6d1352498b114f61383b7"
 dependencies = [
  "cc",
  "cfg-if",
- "getrandom 0.2.15",
+ "getrandom 0.2.16",
  "libc",
  "untrusted",
  "windows-sys 0.52.0",
@@ -1881,7 +2010,7 @@ dependencies = [
 [[package]]
 name = "sdk_common"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#a080c29b7b52e3feac753dbd3c2a9a16974bf57b"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "base64",
@@ -1932,7 +2061,7 @@ dependencies = [
 [[package]]
 name = "sequence"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "itertools",
  "platform-data-sdk",
@@ -1946,7 +2075,7 @@ dependencies = [
 [[package]]
 name = "sequence_derive"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fpipeline-route#49f853870bc95ce0050d2e2f4ec57eee9e7b7904"
+source = "git+ssh://git@github.com/fathom-io/pipeline-calculations.git?branch=johnabell%2Fili-comparison#c70ef7c0011c9fce8c1e3d329e83594b62677d2a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2069,6 +2198,36 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "serde_with"
+version = "3.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6b6f7f2fcb69f747921f79f3926bd1e203fce4fef62c268dd3abfb6d86029aa"
+dependencies = [
+ "base64",
+ "chrono",
+ "hex",
+ "indexmap 1.9.3",
+ "indexmap 2.9.0",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "serde_with_macros",
+ "time",
+]
+
+[[package]]
+name = "serde_with_macros"
+version = "3.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d00caa5193a3c8362ac2b73be6b9e768aa5a4b2f721d8f4b339600c3cb51f8e"
+dependencies = [
+ "darling",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.100",
+]
+
 [[package]]
 name = "sha1"
 version = "0.10.6"
@@ -2114,6 +2273,12 @@ version = "0.3.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d66dc143e6b11c1eddc06d5c423cfc97062865baf299914ab64caa38182078fe"
 
+[[package]]
+name = "siphasher"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56199f7ddabf13fe5074ce809e7d3f42b42ae711800501b5b16ea82ad029c39d"
+
 [[package]]
 name = "slab"
 version = "0.4.9"
@@ -2145,6 +2310,12 @@ version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
 
+[[package]]
+name = "strsim"
+version = "0.11.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7da8b5736845d9f2fcb837ea5d9e2628564b3b043a70948a3f0b778838c5fb4f"
+
 [[package]]
 name = "strum"
 version = "0.26.3"
@@ -2321,10 +2492,12 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8a7619e19bc266e0f9c5e6686659d394bc57973859340060a69221e57dbc0c40"
 dependencies = [
  "deranged",
+ "itoa",
  "num-conv",
  "powerfmt",
  "serde",
  "time-core",
+ "time-macros",
 ]
 
 [[package]]
@@ -2333,6 +2506,16 @@ version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c9e9a38711f559d9e3ce1cdb06dd7c5b8ea546bc90052da6d06bb76da74bb07c"
 
+[[package]]
+name = "time-macros"
+version = "0.2.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3526739392ec93fd8b359c8e98514cb3e8e021beb4e5f597b00a0221f8ed8a49"
+dependencies = [
+ "num-conv",
+ "time-core",
+]
+
 [[package]]
 name = "tinystr"
 version = "0.7.6"
@@ -2441,7 +2624,7 @@ version = "0.22.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "17b4795ff5edd201c7cd6dca065ae59972ce77d1b80fa0a84d94950ece7d1474"
 dependencies = [
- "indexmap",
+ "indexmap 2.9.0",
  "serde",
  "serde_spanned",
  "toml_datetime",
@@ -2568,9 +2751,9 @@ dependencies = [
 
 [[package]]
 name = "tsify-next"
-version = "0.5.5"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a8bf7232b89b86f63b5f0ef22c64960f9cf4fb52c6698f1e7f60de93bc3292f"
+checksum = "7d0f2208feeb5f7a6edb15a2389c14cd42480ef6417318316bb866da5806a61d"
 dependencies = [
  "gloo-utils",
  "serde",
@@ -2582,9 +2765,9 @@ dependencies = [
 
 [[package]]
 name = "tsify-next-macros"
-version = "0.5.5"
+version = "0.5.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ab2d85ebe93eedca20d3fe6d65814c856467a649674aa7763ebd42e3bb815fec"
+checksum = "f81253930d0d388a3ab8fa4ae56da9973ab171ef833d1be2e9080fc3ce502bd6"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2601,7 +2784,7 @@ checksum = "1dccffe3ce07af9386bfd29e80c0ab1a8205a2fc34e4bcd40364df902cfa8f3f"
 [[package]]
 name = "types"
 version = "0.1.0"
-source = "git+ssh://git@github.com/fathom-io/platform-backend.git#a080c29b7b52e3feac753dbd3c2a9a16974bf57b"
+source = "git+ssh://git@github.com/fathom-io/platform-backend.git#af57f516be76d4bdbbfcc2e89d2e4dd8213dfcff"
 dependencies = [
  "anyhow",
  "chrono",
@@ -2810,7 +2993,6 @@ version = "0.1.0"
 dependencies = [
  "fathom-function",
  "pipeline-application",
- "pipeline-configuration",
  "serde",
  "tokio",
  "uuid",
@@ -3300,7 +3482,7 @@ dependencies = [
  "flate2",
  "getrandom 0.3.2",
  "hmac",
- "indexmap",
+ "indexmap 2.9.0",
  "lzma-rs",
  "memchr",
  "pbkdf2",
@@ -3314,15 +3496,13 @@ dependencies = [
 
 [[package]]
 name = "zopfli"
-version = "0.8.1"
+version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e5019f391bac5cf252e93bbcc53d039ffd62c7bfb7c150414d61369afe57e946"
+checksum = "edfc5ee405f504cd4984ecc6f14d02d55cfda60fa4b689434ef4102aae150cd7"
 dependencies = [
  "bumpalo",
  "crc32fast",
- "lockfree-object-pool",
  "log",
- "once_cell",
  "simd-adler32",
 ]
 
diff --git a/Cargo.toml b/Cargo.toml
index c65ab95..5d4f308 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -4,9 +4,8 @@
   version = "0.1.0"
 
 [dependencies]
-  fathom-function        = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/pipeline-route" }
-  pipeline-application   = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/pipeline-route" }
-  pipeline-configuration = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/pipeline-route" }
+  fathom-function        = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/ili-comparison" }
+  pipeline-application   = { git = "ssh://git@github.com/fathom-io/pipeline-calculations.git", branch = "johnabell/ili-comparison" }
   serde                  = { version = "1.0.219", features = ["derive"] }
   tokio                  = { version = "1.43.0", features = ["macros", "rt-multi-thread"] }
   uuid                   = { version = "1" }
diff --git a/src/main.rs b/src/main.rs
index 68079c1..2f3ef6c 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -8,13 +8,13 @@ use uuid::Uuid;
 
 #[fathom_function::function(default(
     org_id = "2cbfe270-d195-48ad-aed1-24145924635c",
-    project_id = "67c6f36910e4c56ed42bf841"
+    project_id = "6807aed617c4295ab4a6aa78"
 ))]
 async fn pipeline_route(context: Context, input: Input) -> Result<String, String> {
     let elevation_provider = input.elevation_provider;
-    let mut app = Application::new(context.env, context.org_id, &context.project_id).unwrap();
+    let app = Application::new(context.env, context.org_id, &context.project_id).unwrap();
     // TODO: We need a solution for getting API keys into functions
-    app.with_key().map_box("pk.eyJ1IjoiaG11YmFpcmVlayIsImEiOiJjam03ZXh1cXcxdXV2M3FtdWl4dGphNmxhIn0.1V1fEZMzOt0YumJtwU9AvA".to_owned());
+    // app.with_key().map_box("".to_owned());
     for (pipeline_id, file_details) in input.into_iter() {
         app.process_pipeline_route_file(
             pipeline_id,
@@ -30,7 +30,6 @@ async fn pipeline_route(context: Context, input: Input) -> Result<String, String
 #[derive(Debug, Deserialize)]
 struct Input {
     elevation_provider: ElevationProvider,
-    // This is not currently set correctly - since we cannot select assets yet.
     pipeline_id: Vec<Uuid>,
     route_file: Vec<FileDetails>,
 }