diff --git a/Project.toml b/Project.toml
index 4b976c86..d95b6b3d 100644
--- a/Project.toml
+++ b/Project.toml
@@ -5,6 +5,7 @@ authors = ["Invenia Technical Computing"]
 version = "1.5.0"
 
 [deps]
+ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
 Dates = "ade2ca70-3891-5945-98fb-dc099432e06a"
 Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
 RecipesBase = "3cdcf5f2-1ef4-517c-9805-6587b60abb01"
@@ -12,6 +13,7 @@ Serialization = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
 TimeZones = "f269a46b-ccf7-5d73-abea-4c690281aa53"
 
 [compat]
+ArrowTypes = "1.2"
 Documenter = "0.23, 0.24"
 Infinity = "0.2.3"
 RecipesBase = "0.7, 0.8, 1"
@@ -19,6 +21,7 @@ TimeZones = "0.7, 0.8, 0.9, 0.10, 0.11, 1"
 julia = "1"
 
 [extras]
+Arrow = "69666777-d1a9-59fb-9406-91d4454c9d45"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 ImageMagick = "6218d12a-5da1-5696-b52f-db25d2ecc6d1"
 Infinity = "a303e19e-6eb4-11e9-3b09-cd9505f79100"
@@ -27,4 +30,4 @@ Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 VisualRegressionTests = "34922c18-7c2a-561c-bac1-01e79b2c4c92"
 
 [targets]
-test = ["Documenter", "ImageMagick", "Infinity", "Plots", "Test", "VisualRegressionTests"]
+test = ["Arrow", "Documenter", "ImageMagick", "Infinity", "Plots", "Test", "VisualRegressionTests"]
diff --git a/src/Intervals.jl b/src/Intervals.jl
index 0c606436..91f58e67 100644
--- a/src/Intervals.jl
+++ b/src/Intervals.jl
@@ -1,5 +1,6 @@
 module Intervals
 
+using ArrowTypes: ArrowTypes, JuliaType, arrowname
 using Dates
 using Printf
 using RecipesBase
@@ -34,6 +35,7 @@ include("plotting.jl")
 include("docstrings.jl")
 include("deprecated.jl")
 include("compat.jl")
+include("arrow.jl")
 
 export Bound,
        Closed,
diff --git a/src/arrow.jl b/src/arrow.jl
new file mode 100644
index 00000000..f39f21cb
--- /dev/null
+++ b/src/arrow.jl
@@ -0,0 +1,79 @@
+for T in (Closed, Open, Unbounded)
+    name = QuoteNode(Symbol("JuliaLang.Intervals.$(string(T))"))
+
+    @eval begin
+        ArrowTypes.arrowname(::Type{$T}) = $name
+        ArrowTypes.JuliaType(::Val{$name}) = $T
+    end
+end
+
+# Use a more efficient Arrow serialization when a vector uses a concrete element type
+let name = Symbol("JuliaLang.Intervals.Interval{T,L,R}")
+    ArrowTypes.arrowname(::Type{Interval{T,L,R}}) where {T, L <: Bound, R <: Bound} = name
+    function ArrowTypes.ArrowType(::Type{Interval{T,L,R}}) where {T, L <: Bound, R <: Bound}
+        return Interval{T,L,R}
+    end
+    function ArrowTypes.arrowmetadata(::Type{Interval{T,L,R}}) where {T, L <: Bound, R <: Bound}
+        return join(arrowname.([L, R]), ",")
+    end
+    function ArrowTypes.JuliaType(::Val{name}, ::Type{NamedTuple{(:first, :last), Tuple{T, T}}}, meta) where T
+        L, R = ArrowTypes.JuliaType.(Val.(Symbol.(split(meta, ","))))
+        return Interval{T,L,R}
+    end
+    function ArrowTypes.fromarrow(::Type{Interval{T,L,R}}, left, right) where {T, L <: Bound, R <: Bound}
+        return Interval{T,L,R}(
+            L === Unbounded ? nothing : left,
+            R === Unbounded ? nothing : right,
+        )
+    end
+end
+
+# A less efficient Arrow serialization format for when a vector contains non-concrete element types
+let name = Symbol("JuliaLang.Intervals.Interval{T}")
+    ArrowTypes.arrowname(::Type{<:Interval{T}}) where T = name
+    function ArrowTypes.ArrowType(::Type{<:Interval{T}}) where T
+        return NamedTuple{(:left, :right), Tuple{Tuple{String, T}, Tuple{String, T}}}
+    end
+    function ArrowTypes.toarrow(x::Interval{T}) where T
+        L, R = bounds_types(x)
+        return (; left=(string(arrowname(L)), x.first), right=(string(arrowname(R)), x.last))
+    end
+    function ArrowTypes.JuliaType(::Val{name}, ::Type{NamedTuple{names, types}}) where {names, types}
+        T = fieldtype(fieldtype(types, 1), 2)
+        return Interval{T}
+    end
+    function ArrowTypes.fromarrow(::Type{Interval{T}}, left, right) where T
+        L = ArrowTypes.JuliaType(Val(Symbol(left[1])))
+        R = ArrowTypes.JuliaType(Val(Symbol(right[1])))
+        return Interval{T,L,R}(
+            L === Unbounded ? nothing : left[2],
+            R === Unbounded ? nothing : right[2],
+        )
+    end
+end
+
+# Note: The type returnedy by the `ArrowType` function is not passed into the `JuliaType`
+# function. Instead the result of `typeof(toarrow(...))` is passed into `JuliaType`.
+# To reproduce this use an isbits object as a type parameter in `ArrowType`.
+
+# An inefficient Arrow serialization format which supports non-concrete element types
+let name = Symbol("JuliaLang.Intervals.AnchoredInterval{P,T}")
+    ArrowTypes.arrowname(::Type{<:AnchoredInterval{P,T}}) where {P,T} = name
+    function ArrowTypes.ArrowType(::Type{<:AnchoredInterval{P,T}}) where {P,T}
+        return NamedTuple{(:anchor,), Tuple{Tuple{typeof(P), T, String, String}}}
+    end
+    function ArrowTypes.toarrow(x::AnchoredInterval{P,T}) where {P,T}
+        L, R = bounds_types(x)
+        return (; anchor=(P, x.anchor, string(arrowname(L)), string(arrowname(R))))
+    end
+    function ArrowTypes.JuliaType(::Val{name})
+        return AnchoredInterval
+    end
+    function ArrowTypes.fromarrow(::Type{AnchoredInterval}, anchor)
+        P = anchor[1]
+        T = typeof(anchor[2])  # Note: Arrow can't access the original `T` anyway
+        L = ArrowTypes.JuliaType(Val(Symbol(anchor[3])))
+        R = ArrowTypes.JuliaType(Val(Symbol(anchor[4])))
+        return AnchoredInterval{P,T,L,R}(anchor[2])
+    end
+end
diff --git a/test/arrow.jl b/test/arrow.jl
new file mode 100644
index 00000000..aef2c775
--- /dev/null
+++ b/test/arrow.jl
@@ -0,0 +1,38 @@
+@testset "Arrow support" begin
+    @testset "Interval (concrete)" begin
+        col = [Interval{Closed,Unbounded}(1, nothing)]
+
+        table = (; col)
+        t = Arrow.Table(Arrow.tobuffer(table))
+
+        @test eltype(t.col) == Interval{Int, Closed, Unbounded}
+        @test t.col == col
+    end
+
+    @testset "Interval (non-concrete)" begin
+        col = [
+            Interval{Closed, Closed}(1, 2),
+            Interval{Closed, Open}(2, 3),
+            Interval{Unbounded, Open}(nothing, 4),
+        ]
+
+        table = (; col)
+        t = Arrow.Table(Arrow.tobuffer(table))
+
+        @test eltype(t.col) == Interval{Int}
+        @test t.col == col
+    end
+
+    @testset "AnchoredInterval" begin
+        zdt_start = ZonedDateTime(2016, 8, 11, 1, tz"America/Winnipeg")
+        zdt_end = ZonedDateTime(2016, 8, 12, 0, tz"America/Winnipeg")
+        col = HE.(zdt_start:Hour(1):zdt_end)
+
+        table = (; col)
+        t = Arrow.Table(Arrow.tobuffer(table))
+
+        # Arrow.jl converts all Period types into Second
+        @test_broken eltype(t.col) == HourEnding{ZonedDateTime, Open, Closed}
+        @test t.col == col
+    end
+end
diff --git a/test/runtests.jl b/test/runtests.jl
index c40d1f4e..d088c065 100644
--- a/test/runtests.jl
+++ b/test/runtests.jl
@@ -1,3 +1,5 @@
+VERSION >= v"1.3" && using Arrow
+
 using Base.Iterators: product
 using Dates
 using Documenter: doctest
@@ -20,6 +22,12 @@ include("test_utils.jl")
     include("comparisons.jl")
     include("plotting.jl")
 
+    if VERSION >= v"1.3"
+        include("arrow.jl")
+    else
+        @warn "Skipping Arrow.jl support tests"
+    end
+
     # Note: The output of the doctests currently requires a newer version of Julia
     # https://github.com/JuliaLang/julia/pull/34387
     # The doctests fail on x86, so only run them on 64-bit hardware