diff --git a/wa/commands/process.py b/wa/commands/process.py
new file mode 100644
index 00000000..725d9cfe
--- /dev/null
+++ b/wa/commands/process.py
@@ -0,0 +1,116 @@
+#    Copyright 2014-2018 ARM Limited
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+
+import os
+
+from wa import Command
+from wa import discover_wa_outputs
+from wa.framework.exception import CommandError
+from wa.framework.output import RunOutput
+from wa.framework.output_processor import ProcessorManager
+
+class ProcessContext(object):
+
+    def __init__(self):
+        self.run_output = None
+        self.target_info = None
+        self.job_output = None
+
+class ProcessCommand(Command):
+
+    name = 'process'
+    description = 'Process the output from previously run workloads.'
+
+    def initialize(self, context):
+        self.parser.add_argument('directory', metavar='DIR',
+                                 help="""
+                                 Specify a directory containing the data
+                                 from a previous run to be processed.
+                                 """)
+        self.parser.add_argument('-p', '--processor', action='append',
+                                 dest='additional_processors', metavar='OutputProcessor',
+                                 help="""
+                                 Specify an output processor to add from the
+                                 command line. This can be used to run a
+                                 processor that is not normally used without
+                                 introducing permanent change to the config 
+                                 (which one might then forget to revert). This
+                                 option may be specified multiple times.
+                                 """)
+        self.parser.add_argument('-f', '--force', action='store_true',
+                                 help="""
+                                 Run processors that have already been
+                                 run. By default these will be skipped.
+                                 """)
+        self.parser.add_argument('-r', '--recursive', action='store_true',
+                                 help="""
+                                 Walk the specified directory to process
+                                 all of the previous runs contained within
+                                 instead of just processing the root.
+                                 """)
+
+    def execute(self, config, args):
+        process_directory = os.path.expandvars(args.directory)
+        self.logger.debug('Using process directory: {}'.format(process_directory))
+        if not os.path.exists(process_directory):
+            msg = 'Path `{}` does not exist, please specify a valid path.'
+            raise CommandError(msg.format(process_directory))
+        if not args.recursive:
+            output_list = [RunOutput(process_directory)]
+        else:
+            output_list = [output for output in discover_wa_outputs(process_directory)]
+        pc = ProcessContext()
+        for run_output in output_list:
+            if not args.recursive:
+                self.logger.info('Installing output processors')
+            else:
+                self.logger.info('Install output processors for run in path `{}`'
+                                 .format(run_output.basepath))
+            pm = ProcessorManager(loader=config.plugin_cache)
+            for proc in config.get_processors():
+                pm.install(proc, None)
+            if args.additional_processors:
+                for proc in args.additional_processors:
+                    # Do not add any processors that are already present since
+                    # duplicate entries do not get disabled.
+                    try:
+                        pm.get_output_processor(proc)
+                    except ValueError:
+                        pm.install(proc, None)
+            pm.validate()
+            pm.initialize()
+            pc.run_output = run_output
+            pc.target_info = run_output.target_info
+            for job_output in run_output.jobs:
+                pc.job_output = job_output
+                pm.enable_all()
+                if not args.force:
+                    for augmentation in job_output.spec.augmentations:
+                        try:
+                            pm.disable(augmentation)
+                        except ValueError:
+                            pass
+                pm.process_job_output(pc)
+                pm.export_job_output(pc)
+            pm.enable_all()
+            if not args.force:
+                for augmentation in run_output.augmentations:
+                    try:
+                        pm.disable(augmentation)
+                    except ValueError:
+                        pass
+            pm.process_run_output(pc)
+            pm.export_run_output(pc)
+            pm.finalize()