diff --git a/src/libsysprof-analyze/sysprof-document-private.h b/src/libsysprof-analyze/sysprof-document-private.h
index 5f93ba07..3a84384e 100644
--- a/src/libsysprof-analyze/sysprof-document-private.h
+++ b/src/libsysprof-analyze/sysprof-document-private.h
@@ -24,6 +24,7 @@
 
 #include "sysprof-document.h"
 #include "sysprof-symbolizer.h"
+#include "sysprof-symbol.h"
 
 G_BEGIN_DECLS
 
@@ -55,5 +56,7 @@ gboolean         _sysprof_document_is_native        (SysprofDocument      *self)
 GRefString      *_sysprof_document_ref_string       (SysprofDocument      *self,
                                                      const char           *name);
 GtkBitset       *_sysprof_document_traceables       (SysprofDocument      *self);
+SysprofSymbol   *_sysprof_document_process_symbol   (SysprofDocument      *self,
+                                                     int                   pid);
 
 G_END_DECLS
diff --git a/src/libsysprof-analyze/sysprof-document.c b/src/libsysprof-analyze/sysprof-document.c
index 99095e9b..8e49daee 100644
--- a/src/libsysprof-analyze/sysprof-document.c
+++ b/src/libsysprof-analyze/sysprof-document.c
@@ -44,6 +44,7 @@
 #include "sysprof-mount-namespace-private.h"
 #include "sysprof-process-info-private.h"
 #include "sysprof-strings-private.h"
+#include "sysprof-symbol-private.h"
 #include "sysprof-symbolizer-private.h"
 
 #include "line-reader-private.h"
@@ -456,6 +457,40 @@ sysprof_document_load_overlays (SysprofDocument *self)
     }
 }
 
+static void
+sysprof_document_load_processes (SysprofDocument *self)
+{
+  GtkBitsetIter iter;
+  guint i;
+
+  g_assert (SYSPROF_IS_DOCUMENT (self));
+
+  if (gtk_bitset_iter_init_first (&iter, self->processes, &i))
+    {
+      do
+        {
+          g_autoptr(SysprofDocumentProcess) process = g_list_model_get_item (G_LIST_MODEL (self), i);
+          int pid = sysprof_document_frame_get_pid (SYSPROF_DOCUMENT_FRAME (process));
+          SysprofProcessInfo *process_info = _sysprof_document_process_info (self, pid, TRUE);
+          const char *cmdline = sysprof_document_process_get_command_line (process);
+
+          if (cmdline != NULL)
+            {
+              g_auto(GStrv) parts = NULL;
+
+              if ((parts = g_strsplit (cmdline , " ", 2)))
+                {
+                  g_clear_object (&process_info->symbol);
+                  process_info->symbol =
+                    _sysprof_symbol_new (sysprof_strings_get (self->strings, parts[0]),
+                                         NULL, NULL, 0, 0);
+                }
+            }
+        }
+      while (gtk_bitset_iter_next (&iter, &i));
+    }
+}
+
 static void
 sysprof_document_load_counters (SysprofDocument *self)
 {
@@ -690,6 +725,7 @@ sysprof_document_load_worker (GTask        *task,
   sysprof_document_load_mounts (self);
   sysprof_document_load_mountinfos (self);
   sysprof_document_load_memory_maps (self);
+  sysprof_document_load_processes (self);
   sysprof_document_load_overlays (self);
   sysprof_document_load_counters (self);
 
@@ -1155,3 +1191,19 @@ sysprof_document_callgraph_finish (SysprofDocument  *self,
 
   return g_task_propagate_pointer (G_TASK (result), error);
 }
+
+SysprofSymbol *
+_sysprof_document_process_symbol (SysprofDocument *self,
+                                  int              pid)
+{
+  SysprofProcessInfo *info;
+
+  g_return_val_if_fail (SYSPROF_IS_DOCUMENT (self), NULL);
+
+  info = _sysprof_document_process_info (self, pid, TRUE);
+
+  if (info->symbol)
+    return info->symbol;
+
+  return info->fallback_symbol;
+}
diff --git a/src/libsysprof-analyze/sysprof-process-info-private.h b/src/libsysprof-analyze/sysprof-process-info-private.h
index 2f9cc4a8..ca0647de 100644
--- a/src/libsysprof-analyze/sysprof-process-info-private.h
+++ b/src/libsysprof-analyze/sysprof-process-info-private.h
@@ -31,6 +31,8 @@ typedef struct _SysprofProcessInfo
   SysprofAddressLayout  *address_layout;
   SysprofMountNamespace *mount_namespace;
   SysprofSymbolCache    *symbol_cache;
+  SysprofSymbol         *fallback_symbol;
+  SysprofSymbol         *symbol;
   int                    pid;
 } SysprofProcessInfo;
 
diff --git a/src/libsysprof-analyze/sysprof-process-info.c b/src/libsysprof-analyze/sysprof-process-info.c
index 5977d5a4..e0346175 100644
--- a/src/libsysprof-analyze/sysprof-process-info.c
+++ b/src/libsysprof-analyze/sysprof-process-info.c
@@ -21,6 +21,7 @@
 #include "config.h"
 
 #include "sysprof-process-info-private.h"
+#include "sysprof-symbol-private.h"
 
 G_DEFINE_BOXED_TYPE (SysprofProcessInfo,
                      sysprof_process_info,
@@ -32,12 +33,16 @@ sysprof_process_info_new (SysprofMountNamespace *mount_namespace,
                           int                    pid)
 {
   SysprofProcessInfo *self;
+  char symname[32];
+
+  g_snprintf (symname, sizeof symname, "[Process %d]", pid);
 
   self = g_atomic_rc_box_new0 (SysprofProcessInfo);
   self->pid = pid;
   self->address_layout = sysprof_address_layout_new ();
   self->symbol_cache = sysprof_symbol_cache_new ();
   self->mount_namespace = mount_namespace;
+  self->fallback_symbol = _sysprof_symbol_new (g_ref_string_new (symname), NULL, NULL, 0, 0);
 
   return self;
 }
@@ -56,6 +61,8 @@ sysprof_process_info_finalize (gpointer data)
   g_clear_object (&self->address_layout);
   g_clear_object (&self->symbol_cache);
   g_clear_object (&self->mount_namespace);
+  g_clear_object (&self->fallback_symbol);
+  g_clear_object (&self->symbol);
 
   self->pid = 0;
 }