diff --git a/docs/src/api.md b/docs/src/api.md
index 885d587ea..93a486a9e 100644
--- a/docs/src/api.md
+++ b/docs/src/api.md
@@ -122,9 +122,10 @@ See the [AD guide](https://turinglang.org/docs/tutorials/docs-10-using-turing-au
 
 | Exported symbol   | Documentation                        | Description            |
 |:----------------- |:------------------------------------ |:---------------------- |
+| `AutoEnzyme`      | [`ADTypes.AutoEnzyme`](@extref)      | Enzyme.jl backend      |
 | `AutoForwardDiff` | [`ADTypes.AutoForwardDiff`](@extref) | ForwardDiff.jl backend |
-| `AutoReverseDiff` | [`ADTypes.AutoReverseDiff`](@extref) | ReverseDiff.jl backend |
 | `AutoMooncake`    | [`ADTypes.AutoMooncake`](@extref)    | Mooncake.jl backend    |
+| `AutoReverseDiff` | [`ADTypes.AutoReverseDiff`](@extref) | ReverseDiff.jl backend |
 
 ### Debugging
 
diff --git a/src/Turing.jl b/src/Turing.jl
index 58a58eb2a..d931fb592 100644
--- a/src/Turing.jl
+++ b/src/Turing.jl
@@ -23,7 +23,7 @@ using Printf: Printf
 using Random: Random
 using LinearAlgebra: I
 
-using ADTypes: ADTypes, AutoForwardDiff, AutoReverseDiff, AutoMooncake
+using ADTypes: ADTypes, AutoForwardDiff, AutoReverseDiff, AutoMooncake, AutoEnzyme
 
 const DEFAULT_ADTYPE = ADTypes.AutoForwardDiff()
 
@@ -124,6 +124,7 @@ export
     AutoForwardDiff,
     AutoReverseDiff,
     AutoMooncake,
+    AutoEnzyme,
     # Debugging - Turing
     setprogress!,
     # Distributions
diff --git a/test/ad.jl b/test/ad.jl
index 9524199dc..9f80fbd6a 100644
--- a/test/ad.jl
+++ b/test/ad.jl
@@ -10,21 +10,28 @@ using Test
 using ..Models: gdemo_default
 import ForwardDiff, ReverseDiff
 
-# Detect if prerelease version, if so, we skip some tests
-const IS_PRERELEASE = !isempty(VERSION.prerelease)
-const INCLUDE_MOONCAKE = !IS_PRERELEASE
+# Detect if 1.12, if so, we skip some tests
+const IS_112 = VERSION >= v"1.12.0"
 
+const INCLUDE_MOONCAKE = !IS_112
 if INCLUDE_MOONCAKE
     import Pkg
     Pkg.add("Mooncake")
     using Mooncake: Mooncake
 end
 
+const INCLUDE_ENZYME = !IS_112
+if INCLUDE_ENZYME
+    import Pkg
+    Pkg.add("Enzyme")
+    using Enzyme: Enzyme
+end
+
 """Element types that are always valid for a VarInfo regardless of ADType."""
 const always_valid_eltypes = (AbstractFloat, AbstractIrrational, Integer, Rational)
 
 """A dictionary mapping ADTypes to the element types they use."""
-eltypes_by_adtype = Dict(
+eltypes_by_adtype = Dict{Type,Tuple}(
     AutoForwardDiff => (ForwardDiff.Dual,),
     AutoReverseDiff => (
         ReverseDiff.TrackedArray,
@@ -39,6 +46,9 @@ eltypes_by_adtype = Dict(
 if INCLUDE_MOONCAKE
     eltypes_by_adtype[AutoMooncake] = (Mooncake.CoDual,)
 end
+if INCLUDE_ENZYME
+    eltypes_by_adtype[AutoEnzyme] = ()
+end
 
 """
     AbstractWrongADBackendError
@@ -183,6 +193,22 @@ ADTYPES = [AutoForwardDiff(), AutoReverseDiff(; compile=false)]
 if INCLUDE_MOONCAKE
     push!(ADTYPES, AutoMooncake(; config=nothing))
 end
+if INCLUDE_ENZYME
+    push!(
+        ADTYPES,
+        AutoEnzyme(;
+            mode=Enzyme.set_runtime_activity(Enzyme.Forward),
+            function_annotation=Enzyme.Const,
+        ),
+    )
+    push!(
+        ADTYPES,
+        AutoEnzyme(;
+            mode=Enzyme.set_runtime_activity(Enzyme.Reverse),
+            function_annotation=Enzyme.Const,
+        ),
+    )
+end
 
 # Check that ADTypeCheckContext itself works as expected.
 @testset "ADTypeCheckContext" begin