diff --git a/cmake/external_dependencies.cmake b/cmake/external_dependencies.cmake
index 0276425..72d6e8a 100644
--- a/cmake/external_dependencies.cmake
+++ b/cmake/external_dependencies.cmake
@@ -111,7 +111,7 @@ if(SPARROW_IPC_BUILD_TESTS)
 
     # Iterate over all the files in the arrow-testing-data source directiory. When it's a gz, extract in place.
     file(GLOB_RECURSE arrow_testing_data_targz_files CONFIGURE_DEPENDS
-        "${arrow-testing_SOURCE_DIR}/data/arrow-ipc-stream/integration/1.0.0-littleendian/*.json.gz"
+        "${arrow-testing_SOURCE_DIR}/data/arrow-ipc-stream/integration/cpp-21.0.0/*.json.gz"
     )
     foreach(file_path IN LISTS arrow_testing_data_targz_files)
             cmake_path(GET file_path PARENT_PATH parent_dir)
diff --git a/conanfile.py b/conanfile.py
index 59916f8..2d51526 100644
--- a/conanfile.py
+++ b/conanfile.py
@@ -43,7 +43,7 @@ def configure(self):
             self.options.rm_safe("fPIC")
 
     def requirements(self):
-        self.requires("sparrow/1.0.0")
+        self.requires("sparrow/1.2.0", options={"json_reader": True})
         self.requires(f"flatbuffers/{self._flatbuffers_version}")
         if self.options.get_safe("build_tests"):
             self.test_requires("doctest/2.4.12")
diff --git a/include/sparrow_ipc/deserialize_decimal_array.hpp b/include/sparrow_ipc/deserialize_decimal_array.hpp
new file mode 100644
index 0000000..f40e986
--- /dev/null
+++ b/include/sparrow_ipc/deserialize_decimal_array.hpp
@@ -0,0 +1,68 @@
+#pragma once
+
+#include <span>
+
+#include <sparrow/arrow_interface/arrow_array_schema_proxy.hpp>
+#include <sparrow/decimal_array.hpp>
+
+#include "Message_generated.h"
+#include "sparrow_ipc/arrow_interface/arrow_array.hpp"
+#include "sparrow_ipc/arrow_interface/arrow_schema.hpp"
+#include "sparrow_ipc/deserialize_utils.hpp"
+
+namespace sparrow_ipc
+{
+    template <sparrow::decimal_type T>
+    [[nodiscard]] sparrow::decimal_array<T> deserialize_non_owning_decimal(
+        const org::apache::arrow::flatbuf::RecordBatch& record_batch,
+        std::span<const uint8_t> body,
+        std::string_view name,
+        const std::optional<std::vector<sparrow::metadata_pair>>& metadata,
+        size_t& buffer_index,
+        int32_t scale,
+        int32_t precision
+    )
+    {
+        constexpr std::size_t sizeof_decimal = sizeof(typename T::integer_type);
+        std::string format_str = "d:" + std::to_string(precision) + "," + std::to_string(scale);
+        if constexpr (sizeof_decimal != 16)  // We don't need to specify the size for 128-bit
+                                             // decimals
+        {
+            format_str += "," + std::to_string(sizeof_decimal * 8);
+        }
+
+        ArrowSchema schema = make_non_owning_arrow_schema(
+            format_str,
+            name.data(),
+            metadata,
+            std::nullopt,
+            0,
+            nullptr,
+            nullptr
+        );
+        const auto [bitmap_ptr, null_count] = utils::get_bitmap_pointer_and_null_count(
+            record_batch,
+            body,
+            buffer_index++
+        );
+
+        const auto buffer_metadata = record_batch.buffers()->Get(buffer_index++);
+        if ((body.size() < (buffer_metadata->offset() + buffer_metadata->length())))
+        {
+            throw std::runtime_error("Data buffer exceeds body size");
+        }
+        auto buffer_ptr = const_cast<uint8_t*>(body.data() + buffer_metadata->offset());
+        std::vector<std::uint8_t*> buffers = {bitmap_ptr, buffer_ptr};
+        ArrowArray array = make_non_owning_arrow_array(
+            record_batch.length(),
+            null_count,
+            0,
+            std::move(buffers),
+            0,
+            nullptr,
+            nullptr
+        );
+        sparrow::arrow_proxy ap{std::move(array), std::move(schema)};
+        return sparrow::decimal_array<T>(std::move(ap));
+    }
+}
\ No newline at end of file
diff --git a/include/sparrow_ipc/utils.hpp b/include/sparrow_ipc/utils.hpp
index 0c80f9c..19ae968 100644
--- a/include/sparrow_ipc/utils.hpp
+++ b/include/sparrow_ipc/utils.hpp
@@ -2,8 +2,10 @@
 
 #include <cstdint>
 #include <optional>
+#include <string>
 #include <string_view>
 #include <utility>
+#include <vector>
 
 #include <sparrow/record_batch.hpp>
 
@@ -20,6 +22,39 @@ namespace sparrow_ipc::utils
     SPARROW_IPC_API std::pair<org::apache::arrow::flatbuf::Type, flatbuffers::Offset<void>>
     get_flatbuffer_type(flatbuffers::FlatBufferBuilder& builder, std::string_view format_str);
 
+    /**
+     * @brief Extracts words after ':' separated by ',' from a string.
+     *
+     * This function finds the position of ':' in the input string and then
+     * splits the remaining part by ',' to extract individual words.
+     *
+     * @param str Input string to parse (e.g., "prefix:word1,word2,word3")
+     * @return std::vector<std::string_view> Vector of string views containing the extracted words
+     *         Returns an empty vector if ':' is not found or if there are no words after it
+     *
+     * @example
+     * extract_words_after_colon("d:128,10") returns {"128", "10"}
+     * extract_words_after_colon("w:256") returns {"256"}
+     * extract_words_after_colon("no_colon") returns {}
+     */
+    SPARROW_IPC_API std::vector<std::string_view> extract_words_after_colon(std::string_view str);
+
+    /**
+     * @brief Parse a string_view to int32_t using std::from_chars.
+     *
+     * This function converts a string view to a 32-bit integer using std::from_chars
+     * for efficient parsing.
+     *
+     * @param str The string view to parse
+     * @return std::optional<int32_t> The parsed integer value, or std::nullopt if parsing fails
+     *
+     * @example
+     * parse_to_int32("123") returns std::optional<int32_t>(123)
+     * parse_to_int32("abc") returns std::nullopt
+     * parse_to_int32("") returns std::nullopt
+     */
+    SPARROW_IPC_API std::optional<int32_t> parse_to_int32(std::string_view str);
+
     /**
      * @brief Checks if all record batches in a collection have consistent structure.
      *
diff --git a/src/deserialize.cpp b/src/deserialize.cpp
index 0d13072..4a5713c 100644
--- a/src/deserialize.cpp
+++ b/src/deserialize.cpp
@@ -2,9 +2,11 @@
 
 #include <sparrow/types/data_type.hpp>
 
+#include "sparrow_ipc/deserialize_decimal_array.hpp"
 #include "sparrow_ipc/deserialize_fixedsizebinary_array.hpp"
 #include "sparrow_ipc/deserialize_primitive_array.hpp"
 #include "sparrow_ipc/deserialize_variable_size_binary_array.hpp"
+#include "sparrow_ipc/encapsulated_message.hpp"
 #include "sparrow_ipc/magic_values.hpp"
 #include "sparrow_ipc/metadata.hpp"
 
@@ -191,6 +193,69 @@ namespace sparrow_ipc
                         )
                     );
                     break;
+                case org::apache::arrow::flatbuf::Type::Decimal:
+                {
+                    const auto decimal_field = field->type_as_Decimal();
+                    const auto scale = decimal_field->scale();
+                    const auto precision = decimal_field->precision();
+                    if (decimal_field->bitWidth() == 32)
+                    {
+                        arrays.emplace_back(
+                            deserialize_non_owning_decimal<sparrow::decimal<int32_t>>(
+                                record_batch,
+                                encapsulated_message.body(),
+                                name,
+                                metadata,
+                                buffer_index,
+                                scale,
+                                precision
+                            )
+                        );
+                    }
+                    else if (decimal_field->bitWidth() == 64)
+                    {
+                        arrays.emplace_back(
+                            deserialize_non_owning_decimal<sparrow::decimal<int64_t>>(
+                                record_batch,
+                                encapsulated_message.body(),
+                                name,
+                                metadata,
+                                buffer_index,
+                                scale,
+                                precision
+                            )
+                        );
+                    }
+                    else if (decimal_field->bitWidth() == 128)
+                    {
+                        arrays.emplace_back(
+                            deserialize_non_owning_decimal<sparrow::decimal<sparrow::int128_t>>(
+                                record_batch,
+                                encapsulated_message.body(),
+                                name,
+                                metadata,
+                                buffer_index,
+                                scale,
+                                precision
+                            )
+                        );
+                    }
+                    else if (decimal_field->bitWidth() == 256)
+                    {
+                        arrays.emplace_back(
+                            deserialize_non_owning_decimal<sparrow::decimal<sparrow::int256_t>>(
+                                record_batch,
+                                encapsulated_message.body(),
+                                name,
+                                metadata,
+                                buffer_index,
+                                scale,
+                                precision
+                            )
+                        );
+                    }
+                    break;
+                }
                 default:
                     throw std::runtime_error("Unsupported type.");
             }
diff --git a/src/deserialize_utils.cpp b/src/deserialize_utils.cpp
index d89be6c..6d9635f 100644
--- a/src/deserialize_utils.cpp
+++ b/src/deserialize_utils.cpp
@@ -8,6 +8,10 @@ namespace sparrow_ipc::utils
         size_t index
     )
     {
+        if(index >= static_cast<size_t>(record_batch.buffers()->size()))
+        {
+            throw std::runtime_error("Buffer index out of range");
+        }
         const auto bitmap_metadata = record_batch.buffers()->Get(index);
         if (bitmap_metadata->length() == 0)
         {
diff --git a/src/utils.cpp b/src/utils.cpp
index 3d7b5e7..c562864 100644
--- a/src/utils.cpp
+++ b/src/utils.cpp
@@ -3,6 +3,7 @@
 #include <charconv>
 #include <stdexcept>
 #include <string>
+#include <vector>
 
 #include "sparrow.hpp"
 
@@ -10,33 +11,6 @@ namespace sparrow_ipc
 {
     namespace
     {
-        // Parse the format string
-        // The format string is expected to be "w:size", "+w:size", "d:precision,scale", etc
-        std::optional<int32_t> parse_format(std::string_view format_str, std::string_view sep)
-        {
-            // Find the position of the delimiter
-            const auto sep_pos = format_str.find(sep);
-            if (sep_pos == std::string_view::npos)
-            {
-                return std::nullopt;
-            }
-
-            std::string_view substr_str(format_str.data() + sep_pos + 1, format_str.size() - sep_pos - 1);
-
-            int32_t substr_size = 0;
-            const auto [ptr, ec] = std::from_chars(
-                substr_str.data(),
-                substr_str.data() + substr_str.size(),
-                substr_size
-            );
-
-            if (ec != std::errc() || ptr != substr_str.data() + substr_str.size())
-            {
-                return std::nullopt;
-            }
-            return substr_size;
-        }
-
         // Creates a Flatbuffers Decimal type from a format string
         // The format string is expected to be in the format "d:precision,scale"
         std::pair<org::apache::arrow::flatbuf::Type, flatbuffers::Offset<void>> get_flatbuffer_decimal_type(
@@ -45,23 +19,21 @@ namespace sparrow_ipc
             const int32_t bitWidth
         )
         {
-            // Decimal requires precision and scale. We need to parse the format_str.
-            // Format: "d:precision,scale"
-            const auto scale = parse_format(format_str, ",");
-            if (!scale.has_value())
+            const std::vector<std::string_view> words = utils::extract_words_after_colon(format_str);
+            if (words.size() < 2)
             {
                 throw std::runtime_error(
                     "Failed to parse Decimal " + std::to_string(bitWidth)
-                    + " scale from format string: " + std::string(format_str)
+                    + " from format string: " + std::string(format_str)
                 );
             }
-            const size_t comma_pos = format_str.find(',');
-            const auto precision = parse_format(format_str.substr(0, comma_pos), ":");
-            if (!precision.has_value())
+            const auto scale = utils::parse_to_int32(words[1]);
+            const auto precision = utils::parse_to_int32(words[0]);
+            if (!scale.has_value() || !precision.has_value())
             {
                 throw std::runtime_error(
                     "Failed to parse Decimal " + std::to_string(bitWidth)
-                    + " precision from format string: " + std::string(format_str)
+                    + " precision/scale from format string: " + std::string(format_str)
                 );
             }
             const auto decimal_type = org::apache::arrow::flatbuf::CreateDecimal(
@@ -81,6 +53,59 @@ namespace sparrow_ipc
             return (n + 7) & -8;
         }
 
+        std::vector<std::string_view> extract_words_after_colon(std::string_view str)
+        {
+            std::vector<std::string_view> result;
+            
+            // Find the position of ':'
+            const auto colon_pos = str.find(':');
+            if (colon_pos == std::string_view::npos)
+            {
+                return result;  // Return empty vector if ':' not found
+            }
+            
+            // Get the substring after ':'
+            std::string_view remaining = str.substr(colon_pos + 1);
+            
+            // If nothing after ':', return empty vector
+            if (remaining.empty())
+            {
+                return result;
+            }
+            
+            // Split by ','
+            size_t start = 0;
+            size_t comma_pos = remaining.find(',');
+            
+            while (comma_pos != std::string_view::npos)
+            {
+                result.push_back(remaining.substr(start, comma_pos - start));
+                start = comma_pos + 1;
+                comma_pos = remaining.find(',', start);
+            }
+            
+            // Add the last word (or the only word if no comma was found)
+            result.push_back(remaining.substr(start));
+            
+            return result;
+        }
+
+        std::optional<int32_t> parse_to_int32(std::string_view str)
+        {
+            int32_t value = 0;
+            const auto [ptr, ec] = std::from_chars(
+                str.data(),
+                str.data() + str.size(),
+                value
+            );
+
+            if (ec != std::errc() || ptr != str.data() + str.size())
+            {
+                return std::nullopt;
+            }
+            return value;
+        }
+
         std::pair<org::apache::arrow::flatbuf::Type, flatbuffers::Offset<void>>
         get_flatbuffer_type(flatbuffers::FlatBufferBuilder& builder, std::string_view format_str)
         {
@@ -355,7 +380,14 @@ namespace sparrow_ipc
                 {
                     // FixedSizeList requires listSize. We need to parse the format_str.
                     // Format: "+w:size"
-                    const auto list_size = parse_format(format_str, ":");
+                    const auto words = utils::extract_words_after_colon(format_str);
+                    if (words.empty())
+                    {
+                        throw std::runtime_error(
+                            "Failed to parse FixedSizeList size from format string: " + std::string(format_str)
+                        );
+                    }
+                    const auto list_size = utils::parse_to_int32(words[0]);
                     if (!list_size.has_value())
                     {
                         throw std::runtime_error(
@@ -423,7 +455,15 @@ namespace sparrow_ipc
                 {
                     // FixedSizeBinary requires byteWidth. We need to parse the format_str.
                     // Format: "w:size"
-                    const auto byte_width = parse_format(format_str, ":");
+                    const auto words = utils::extract_words_after_colon(format_str);
+                    if (words.empty())
+                    {
+                        throw std::runtime_error(
+                            "Failed to parse FixedWidthBinary size from format string: "
+                            + std::string(format_str)
+                        );
+                    }
+                    const auto byte_width = utils::parse_to_int32(words[0]);
                     if (!byte_width.has_value())
                     {
                         throw std::runtime_error(
diff --git a/tests/test_de_serialization_with_files.cpp b/tests/test_de_serialization_with_files.cpp
index 8fe825b..5c13028 100644
--- a/tests/test_de_serialization_with_files.cpp
+++ b/tests/test_de_serialization_with_files.cpp
@@ -19,13 +19,17 @@
 const std::filesystem::path arrow_testing_data_dir = ARROW_TESTING_DATA_DIR;
 
 const std::filesystem::path tests_resources_files_path = arrow_testing_data_dir / "data" / "arrow-ipc-stream"
-                                                         / "integration" / "1.0.0-littleendian";
+                                                         / "integration" / "cpp-21.0.0";
 
 const std::vector<std::filesystem::path> files_paths_to_test = {
     tests_resources_files_path / "generated_primitive",
-    tests_resources_files_path / "generated_primitive_large_offsets",
+    // tests_resources_files_path / "generated_primitive_large_offsets",
     tests_resources_files_path / "generated_primitive_zerolength",
     // tests_resources_files_path / "generated_primitive_no_batches"
+    tests_resources_files_path / "generated_decimal32",
+    tests_resources_files_path / "generated_decimal64",
+    tests_resources_files_path / "generated_decimal",
+    tests_resources_files_path / "generated_decimal256",
 };
 
 size_t get_number_of_batches(const std::filesystem::path& json_path)
diff --git a/tests/test_utils.cpp b/tests/test_utils.cpp
index ab9f4a0..0b59ae0 100644
--- a/tests/test_utils.cpp
+++ b/tests/test_utils.cpp
@@ -17,6 +17,136 @@ namespace sparrow_ipc
         CHECK_EQ(utils::align_to_8(16), 16);
     }
 
+    TEST_CASE("extract_words_after_colon")
+    {
+        SUBCASE("Basic case with multiple words")
+        {
+            auto result = utils::extract_words_after_colon("d:128,10");
+            REQUIRE_EQ(result.size(), 2);
+            CHECK_EQ(result[0], "128");
+            CHECK_EQ(result[1], "10");
+        }
+
+        SUBCASE("Single word after colon")
+        {
+            auto result = utils::extract_words_after_colon("w:256");
+            REQUIRE_EQ(result.size(), 1);
+            CHECK_EQ(result[0], "256");
+        }
+
+        SUBCASE("Three words")
+        {
+            auto result = utils::extract_words_after_colon("d:10,5,128");
+            REQUIRE_EQ(result.size(), 3);
+            CHECK_EQ(result[0], "10");
+            CHECK_EQ(result[1], "5");
+            CHECK_EQ(result[2], "128");
+        }
+
+        SUBCASE("No colon in string")
+        {
+            auto result = utils::extract_words_after_colon("no_colon");
+            CHECK_EQ(result.size(), 0);
+        }
+
+        SUBCASE("Colon at end")
+        {
+            auto result = utils::extract_words_after_colon("prefix:");
+            CHECK_EQ(result.size(), 0);
+        }
+
+        SUBCASE("Empty string")
+        {
+            auto result = utils::extract_words_after_colon("");
+            CHECK_EQ(result.size(), 0);
+        }
+
+        SUBCASE("Only colon and comma")
+        {
+            auto result = utils::extract_words_after_colon(":,");
+            REQUIRE_EQ(result.size(), 2);
+            CHECK_EQ(result[0], "");
+            CHECK_EQ(result[1], "");
+        }
+
+        SUBCASE("Complex prefix")
+        {
+            auto result = utils::extract_words_after_colon("prefix:word1,word2,word3");
+            REQUIRE_EQ(result.size(), 3);
+            CHECK_EQ(result[0], "word1");
+            CHECK_EQ(result[1], "word2");
+            CHECK_EQ(result[2], "word3");
+        }
+    }
+
+    TEST_CASE("parse_to_int32")
+    {
+        SUBCASE("Valid positive integer")
+        {
+            auto result = utils::parse_to_int32("123");
+            REQUIRE(result.has_value());
+            CHECK_EQ(result.value(), 123);
+        }
+
+        SUBCASE("Valid negative integer")
+        {
+            auto result = utils::parse_to_int32("-456");
+            REQUIRE(result.has_value());
+            CHECK_EQ(result.value(), -456);
+        }
+
+        SUBCASE("Zero")
+        {
+            auto result = utils::parse_to_int32("0");
+            REQUIRE(result.has_value());
+            CHECK_EQ(result.value(), 0);
+        }
+
+        SUBCASE("Large valid number")
+        {
+            auto result = utils::parse_to_int32("2147483647");  // INT32_MAX
+            REQUIRE(result.has_value());
+            CHECK_EQ(result.value(), 2147483647);
+        }
+
+        SUBCASE("Invalid - not a number")
+        {
+            auto result = utils::parse_to_int32("abc");
+            CHECK_FALSE(result.has_value());
+        }
+
+        SUBCASE("Invalid - empty string")
+        {
+            auto result = utils::parse_to_int32("");
+            CHECK_FALSE(result.has_value());
+        }
+
+        SUBCASE("Invalid - partial number with text")
+        {
+            auto result = utils::parse_to_int32("123abc");
+            CHECK_FALSE(result.has_value());
+        }
+
+        SUBCASE("Invalid - text with number")
+        {
+            auto result = utils::parse_to_int32("abc123");
+            CHECK_FALSE(result.has_value());
+        }
+
+        SUBCASE("Invalid - just a sign")
+        {
+            auto result = utils::parse_to_int32("-");
+            CHECK_FALSE(result.has_value());
+        }
+
+        SUBCASE("Valid with leading zeros")
+        {
+            auto result = utils::parse_to_int32("00123");
+            REQUIRE(result.has_value());
+            CHECK_EQ(result.value(), 123);
+        }
+    }
+
     TEST_CASE("get_flatbuffer_type")
     {
         flatbuffers::FlatBufferBuilder builder;