diff --git a/ax/storage/sqa_store/decoder.py b/ax/storage/sqa_store/decoder.py
index 3ba9ef21be3..92628b093f3 100644
--- a/ax/storage/sqa_store/decoder.py
+++ b/ax/storage/sqa_store/decoder.py
@@ -13,6 +13,7 @@
 from typing import Any, Callable, cast, Union
 
 import pandas as pd
+from ax.analysis.graphviz.graphviz_analysis import GraphvizAnalysisCard
 from ax.analysis.healthcheck.healthcheck_analysis import HealthcheckAnalysisCard
 from ax.analysis.markdown.markdown_analysis import MarkdownAnalysisCard
 from ax.analysis.plotly.plotly_analysis import PlotlyAnalysisCard
@@ -1118,6 +1119,15 @@ def analysis_card_from_sqa(
                 blob=blob,
                 timestamp=analysis_card_sqa.timestamp,
             )
+        if blob_annotation == "graphviz":
+            return GraphvizAnalysisCard(
+                name=analysis_card_sqa.name,
+                title=title,
+                subtitle=subtitle,
+                df=read_json(StringIO(analysis_card_sqa.dataframe_json)),
+                blob=blob,
+                timestamp=analysis_card_sqa.timestamp,
+            )
         return AnalysisCard(
             name=analysis_card_sqa.name,
             title=title,
diff --git a/ax/storage/sqa_store/encoder.py b/ax/storage/sqa_store/encoder.py
index 16b7a58b043..00a9568caa7 100644
--- a/ax/storage/sqa_store/encoder.py
+++ b/ax/storage/sqa_store/encoder.py
@@ -10,6 +10,7 @@
 from logging import Logger
 from typing import Any, cast
 
+from ax.analysis.graphviz.graphviz_analysis import GraphvizAnalysisCard
 from ax.analysis.healthcheck.healthcheck_analysis import HealthcheckAnalysisCard
 from ax.analysis.markdown.markdown_analysis import MarkdownAnalysisCard
 from ax.analysis.plotly.plotly_analysis import PlotlyAnalysisCard
@@ -1167,6 +1168,8 @@ def analysis_card_to_sqa(
             blob_annotation = "markdown"
         elif isinstance(card, HealthcheckAnalysisCard):
             blob_annotation = "healthcheck"
+        elif isinstance(card, GraphvizAnalysisCard):
+            blob_annotation = "graphviz"
         else:
             blob_annotation = "dataframe"