1. A system for collection of evaluation data, comprising: a computing tool configured to communicate with a database, the computing tool configured to receive digital images showing a technician at an installation site performing a vehicle repair procedure; a workflow operations guiding module operable on the computing tool and configured to provide instructions and one or more dialog interfaces to query a user for evaluation information on steps performed by the technician in the vehicle repair procedure as specified in the database and prompt the user for responses including observations regarding the technician, reason codes, corrective actions, or scoring information; and an evaluation module configured to receive the evaluation information and the digital images, to evaluate and verify the evaluation information from assimilated sources, and to generate a review summary of the technician based on the evaluation information and the digital images showing the technician at the installation site performing the vehicle repair procedure.