⚡ In-Survey Supplier Document Processing Agent (Beta)
We’re excited to introduce the in-survey supplier document processing agent, a new capability in 3E Exchange that helps suppliers complete compliance surveys using their existing documents—reducing manual effort and improving data quality.
This capability is available in April 2026 and is integrated directly into the 3E Exchange survey workflow.
Overview
Suppliers responding to 3E Exchange surveys often need to manually transfer information from documents such as SDS, CMRTs, and technical specifications into survey fields—a process that can take hours and often leads to incomplete or inconsistent responses.
The in-survey supplier document processing agent addresses this by:
Allowing suppliers to upload regulatory documents directly within the survey
Automatically extracting and mapping answers to survey questions
Providing suggested responses with confidence scores, citations, and reasoning
Requiring supplier validation before submission
👉 The result is faster survey completion, improved response quality, and reduced manual effort.
What’s New
In-Survey Document Processing
Suppliers can now:
Upload documents directly within the survey experience (no separate tools required)
Trigger the document processing agent from within the survey window
Receive auto-populated responses mapped to each question based on uploaded documents (no external sources are utilized; responses are limited to what the supplier provides)
Review, edit, and confirm responses before submitting
Supported document types include:
SDS
CMRT
certifications
technical specifications
Supported file formats:
PDF, DOCX, XLSX, PPTX
PNG, JPG, TIFF, BMP
XML, CSV, TXT
Confidence Scores, Citations & Reasoning
Each suggested answer includes:
Confidence score
High (≥0.70): strong direct evidence
Low (<0.70): partial or ambiguous evidence
Insufficient Data (0.0): no relevant content found
Citations
Source document name
Page number
Supporting excerpt
Reasoning
Plain-language explanation of how the answer was derived
👉 This provides full transparency and supports auditability.
Human-in-the-Loop Validation
The agent never submits responses automatically
Suppliers must:
Review
Edit (if needed)
Submit approved survey
👉 This preserves supplier accountability while reducing manual effort.
Multi-Language Support
Documents can be uploaded in multiple languages
No pre-translation or reformatting required
Outputs are returned in English within the standard survey interface
👉 This allows global suppliers to use existing documentation without translation or reformatting.
AI Audit Log
A new AI Audit Log is available to survey senders:
From the survey dashboard open a "Response Received" survey and select "AI Audit Log" (see image below)
Only visible after survey response submission if agent was used
Provides answer-level visibility into AI-generated inputs
Tracks how responses were generated and validated including source citations
👉 This enhances transparency, governance, and traceability.
Known Limitations (Beta)
Performance & Concurrency
Max 4 concurrent survey processing jobs
Queue supports up to 3 additional requests
Document & Survey Limits
Max file size: 20 MB per file
Survey limits remain consistent with Exchange:
Up to 1,500 materials per survey
Processing limits depend on a combination of:
Number of materials
Number of document pages
AI Scope & Behavior
Extracts only from uploaded documents
No cross-survey memory
No cross-material reasoning
Compliance determination is performed by 3E Exchange logic (not the agent)
Out of Scope
Open surveys (no predefined material list)
VOC, Lifecycle Assessment, Circularity
Beta Status
This release is currently labeled Beta.
Reflects ongoing optimization and enhancement
Core functionality is available and supported
Additional capabilities (e.g., offline workflows, expanded coverage) are planned in future phases
Who Gets Access
The in-survey supplier document processing agent is available to:
All 3E Exchange customers
All suppliers responding to supported surveys
No additional configuration is required for availability in eligible workflows.
Why This Matters
This release addresses a core industry challenge:
Suppliers spend significant time manually entering data
Response rates are often low
Data quality is inconsistent
Internal teams spend time chasing and cleaning responses
By enabling document-based response workflows, 3E Exchange helps:
Reduce supplier friction
Improve response rates
Increase data usability
Accelerate compliance and reporting processes
Recommended Next Steps
The document processing agent is used directly by suppliers within the survey workflow; therefore, this requires no behavior change to survey senders. To maximize value from this capability 3E Exchange customers should consider:
Benchmark current processes
Capture current-state metrics such as:
Follow-up rates
Time to usable data
Manual processing effort
Track improvements over time
Revisit these metrics at key intervals to:
Measure improvement
Develop clear ROI to validate value
Support internal reporting and program justification
Participate in enablement sessions
Attend upcoming webinars to:
Understand supplier workflows
Learn how to measure value
Explore best practices
👉 Work with your 3E Account Manager or Customer Success Manager to:
Benchmark current state
Track improvements over time to generate clear business case and budget justification
Attend trainings and webinars to stay abreast of updates
Optional Hands-On Experience
Contact your 3E Account Manager or Customer Success Manager to get a personalized overview and demo of the new document processing functionality.
Need Help?
For questions or to schedule a walkthrough:
Contact your 3E Account Manager
Contact your Customer Success Manager
Reach out to 3E Support
Final Takeaway
The in-survey supplier document processing agent improves how supplier data is generated—reducing manual effort and improving the quality of what comes back into your workflows.