diff --git a/src/SIL.Machine/Corpora/AlignedWordPair.cs b/src/SIL.Machine/Corpora/AlignedWordPair.cs
index cf25108c..534b87f8 100644
--- a/src/SIL.Machine/Corpora/AlignedWordPair.cs
+++ b/src/SIL.Machine/Corpora/AlignedWordPair.cs
@@ -23,6 +23,20 @@ public static IReadOnlyCollection<AlignedWordPair> Parse(string alignments, bool
             return result;
         }
 
+        public static bool TryParse(string alignments, out IReadOnlyCollection<AlignedWordPair> alignedWordPairs)
+        {
+            alignedWordPairs = null;
+            try
+            {
+                alignedWordPairs = Parse(alignments);
+                return true;
+            }
+            catch
+            {
+                return false;
+            }
+        }
+
         public AlignedWordPair(int sourceIndex, int targetIndex)
         {
             SourceIndex = sourceIndex;
diff --git a/src/SIL.Machine/Translation/IWordAlignmentEngine.cs b/src/SIL.Machine/Translation/IWordAlignmentEngine.cs
new file mode 100644
index 00000000..f830b1b7
--- /dev/null
+++ b/src/SIL.Machine/Translation/IWordAlignmentEngine.cs
@@ -0,0 +1,26 @@
+using System;
+using System.Collections.Generic;
+using System.Threading;
+using System.Threading.Tasks;
+
+namespace SIL.Machine.Translation
+{
+    public interface IWordAlignmentEngine : IWordAligner, IDisposable
+    {
+        Task<WordAlignmentResult> GetBestAlignmentAsync(
+            string sourceSegment,
+            string targetSegment,
+            CancellationToken cancellationToken = default
+        );
+
+        Task<WordAlignmentResult> GetBestAlignmentAsync(
+            IReadOnlyList<string> sourceSegment,
+            IReadOnlyList<string> targetSegment,
+            CancellationToken cancellationToken = default
+        );
+
+        WordAlignmentResult GetBestAlignment(string sourceSegment, string targetSegment);
+
+        WordAlignmentResult GetBestAlignment(IReadOnlyList<string> sourceSegment, IReadOnlyList<string> targetSegment);
+    }
+}
diff --git a/src/SIL.Machine/Translation/IWordAlignmentModel.cs b/src/SIL.Machine/Translation/IWordAlignmentModel.cs
index 483f47d3..7fa07505 100644
--- a/src/SIL.Machine/Translation/IWordAlignmentModel.cs
+++ b/src/SIL.Machine/Translation/IWordAlignmentModel.cs
@@ -1,32 +1,9 @@
-using System;
-using System.Collections.Generic;
-using SIL.Machine.Corpora;
-using SIL.ObjectModel;
+using SIL.Machine.Corpora;
 
 namespace SIL.Machine.Translation
 {
-    public interface IWordAlignmentModel : IWordAligner, IDisposable
+    public interface IWordAlignmentModel : IWordAlignmentEngine
     {
-        IWordVocabulary SourceWords { get; }
-        IWordVocabulary TargetWords { get; }
-        IReadOnlySet<int> SpecialSymbolIndices { get; }
-
         ITrainer CreateTrainer(IParallelTextCorpus corpus);
-
-        IEnumerable<(string TargetWord, double Score)> GetTranslations(string sourceWord, double threshold = 0);
-        IEnumerable<(int TargetWordIndex, double Score)> GetTranslations(int sourceWordIndex, double threshold = 0);
-
-        double GetTranslationScore(string sourceWord, string targetWord);
-        double GetTranslationScore(int sourceWordIndex, int targetWordIndex);
-
-        IReadOnlyCollection<AlignedWordPair> GetBestAlignedWordPairs(
-            IReadOnlyList<string> sourceSegment,
-            IReadOnlyList<string> targetSegment
-        );
-        void ComputeAlignedWordPairScores(
-            IReadOnlyList<string> sourceSegment,
-            IReadOnlyList<string> targetSegment,
-            IReadOnlyCollection<AlignedWordPair> wordPairs
-        );
     }
 }
diff --git a/src/SIL.Machine/Translation/WordAlignmentResult.cs b/src/SIL.Machine/Translation/WordAlignmentResult.cs
new file mode 100644
index 00000000..01f7fb72
--- /dev/null
+++ b/src/SIL.Machine/Translation/WordAlignmentResult.cs
@@ -0,0 +1,48 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+
+namespace SIL.Machine.Translation
+{
+    public class WordAlignmentResult
+    {
+        public WordAlignmentResult(
+            IEnumerable<string> sourceTokens,
+            IEnumerable<string> targetTokens,
+            IEnumerable<double> confidences,
+            WordAlignmentMatrix alignment
+        )
+        {
+            SourceTokens = sourceTokens.ToArray();
+            TargetTokens = targetTokens.ToArray();
+            Confidences = confidences.ToArray();
+            if (Confidences.Count != TargetTokens.Count)
+            {
+                throw new ArgumentException(
+                    "The confidences must be the same length as the target segment.",
+                    nameof(confidences)
+                );
+            }
+            Alignment = alignment;
+            if (Alignment.RowCount != SourceTokens.Count)
+            {
+                throw new ArgumentException(
+                    "The alignment source length must be the same length as the source segment.",
+                    nameof(alignment)
+                );
+            }
+            if (Alignment.ColumnCount != TargetTokens.Count)
+            {
+                throw new ArgumentException(
+                    "The alignment target length must be the same length as the target segment.",
+                    nameof(alignment)
+                );
+            }
+        }
+
+        public IReadOnlyList<string> SourceTokens { get; }
+        public IReadOnlyList<string> TargetTokens { get; }
+        public IReadOnlyList<double> Confidences { get; }
+        public WordAlignmentMatrix Alignment { get; }
+    }
+}