R E F I N E D
Direct Platform Access
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How it works: Your team grants me secure external user access or an associate seat directly within your corporate platform ecosystem
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Best for: Front-end survey scripting or native cloud AI auditing inside Qualtrics, SNAP XMP, Decipher (Forsta), and other platforms
Secure Data Exports
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How it works: You securely transfer your raw, messy machine-generated qualitative CSV or Excel data matrices to my closed network
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Best for: Back-end AI data cleaning, codebook de-duplication, thematic consolidation, and human-in-the-loop quality auditing
Traditional Manual Intake
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How it works: You provide raw, anonymised files, interview transcripts, or focus group data blocks via your preferred secure sharing portal
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Best for: Strict academic, public health, or sensitive social research projects where AI processing is prohibited
Three Flexible Ways We Work Together
Seamless Onboarding Checklist
I respect your project timelines and compliance frameworks. My three-step onboarding pipeline gets your project moving within 24 hours:
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Step 1: Scope & NDAs: I sign your standard Non-Disclosure Agreements and confirm project boundaries, timelines, and formatting requirements.
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Step 2: Data Transfer / Access: You grant secure platform login credentials or transfer raw data matrices via an encrypted pipeline.
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Step 3: Refined Delivery: I execute the manual coding or AI-data sweep and return a pristine, fully validated final dataset.