See how ARDEM created a managed survey processing workflow for a healthcare-focused marketing consulting group managing multiple survey versions, unique ID controls, secure intake, automation-assisted extraction, double-key validation, and a phased transition to 50 survey types in full production.
MANAGED SURVEY PROCESSING OPERATIONS CASE STUDY
Scaling 70,000 Annual Surveys Through a Managed Processing Workflow
70,000
Surveys annually
50
Survey types in production
~1.5 months
Full-scale transition
Double-key
Discrepancy validation
Overview
A healthcare-focused marketing consulting group relied on survey data to support multiple client programs. As demand increased, the company needed a more scalable way to process approximately 70,000 surveys each year without limiting the number of survey programs it could run concurrently.
The Challenge
The client needed to expand survey-processing capacity without weakening data integrity. High annual volume, multiple form versions, short turnaround requirements, and unique ID matching created a recurring workflow that required controlled intake and survey-specific processing rules.
The unique identifier was central to the workflow because it connected each response to the appropriate unit and supported duplicate prevention. Any mismatch or processing discrepancy could affect the reliability of the survey dataset and the client deliverables built from it.
The ARDEM Solution
ARDEM created a managed survey-processing workflow built around secure cloud intake, survey-specific configuration, automation-assisted extraction, double-key validation, programmed discrepancy checks, and a phased production ramp. The operating model progressed from pilot processing to 25 survey types and then to 50 survey types in full production over approximately a month and a half.
ARDEM structured the engagement as a controlled, multi-phase survey-processing workflow. Secure intake, survey-specific setup, automation-assisted extraction, unique ID control, double-key validation, discrepancy flagging, and phased scale-up were managed as one production lane.
Download the Full
Survey Processing
Case Study
Survey Processing
Case Study
For COOs, VP Operations leaders, data and research operations leaders, client delivery executives, and finance leaders, this case study shows why survey processing should be managed as a data operations workflow, not only as a transcription task.
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Why ARDEM
Reviewed the existing survey process and defined the production approach.
Received survey images through ARDEM's secure cloud platform.
Developed and programmed each survey form for processing.
Used unique identifiers to connect responses to the correct unit and help prevent duplicates.
Combined automation-assisted extraction with double-key comparison and discrepancy flags.
Moved from pilot to 25 survey types and then 50 survey types in full production.Managed Workflow Diagram
The Results
ARDEM helped the client convert a capacity-constrained survey workflow into a governed operating model with clearer ownership, stronger validation, controlled production scaling, and improved support for concurrent client survey programs. The managed workflow was designed around approximately 70,000 surveys over the year. The client needed to ramp capacity so it could run multiple client surveys at the same time. The operating value extended beyond processing volume.
The 70,000 Annual Surveys Were Only the Visible Problem
The Larger Risk Was Scaling Concurrent Survey Programs Without Weakening ID and Validation Controls
The client needed to expand survey processing capacity without weakening data integrity. High annual volume, multiple form versions, short turnaround requirements, and unique ID matching created a recurring workflow that required controlled intake and survey-specific processing rules.
The unique identifier was central to the workflow because it connected each response to the appropriate unit and supported duplicate prevention. Any mismatch or processing discrepancy could affect the reliability of the survey dataset and the client deliverables built from it.
Automation alone was also insufficient. Survey images and form variations still required human oversight, while discrepancies identified through double-key comparison needed review.
ARDEM structured the engagement as a controlled, multi-phase survey-processing workflow. Secure intake, survey-specific setup, automation-assisted extraction, unique ID control, double-key validation, discrepancy flagging, and phased scale-up were managed as one production lane. ARDEM helped the client convert a capacity-constrained survey workflow into a governed operating model with clearer ownership, stronger validation, controlled production scaling, and improved support for concurrent client survey programs.
1
Workflow mapping
Reviewed the existing survey process and defined the production approach.
2
Secure image intake
Received survey images through ARDEM’s secure cloud platform.
3
Survey configuration
Developed and programmed each survey form for processing.
4
ID and duplicate control
Used unique identifiers to connect responses to the correct unit and help prevent duplicates.
5
Extraction and validation
Combined automation-assisted extraction with double-key comparison and discrepancy flags.
6
Phased production ramp
Moved from pilot to 25 survey types and then 50 survey types in full production.
What You’ll See in the Full PDF
The full case study explains:
- How ARDEM managed workflow mapping: Reviewed the existing survey process and defined the production approach.
- How ARDEM managed secure image intake: Received survey images through ARDEM’s secure cloud platform.
- How ARDEM managed survey configuration: Developed and programmed each survey form for processing.
- How ARDEM managed iD and duplicate control: Used unique identifiers to connect responses to the correct unit and help prevent duplicates.
- How ARDEM managed extraction and validation: Combined automation-assisted extraction with double-key comparison and discrepancy flags.
- How ARDEM managed phased production ramp: Moved from pilot to 25 survey types and then 50 survey types in full production.
Scaling Survey Programs Without Weakening Data Controls?
Download the case study to see how a managed survey workflow can add capacity while preserving unique ID integrity, duplicate controls, validation, security, and phased production discipline.