Proposed · Not tested
Customers have conflicting versions of the same quote
Proposed · Not tested. This is an original editorial plan. Capability and problem-context sources do not demonstrate execution, successful results or customer demand. Platform compatibility is unknown and untested.
The problem
Revised attachments can disagree on quantities, discounts or delivery promises, leaving sales unsure which terms are actually approved.
Agent job
Compare the supplied quote chain and approval messages; isolate changed commercial fields and unresolved authority.
Expected output
A version timeline, field-by-field conflict workbook and approval questions, with page and message references.
Why an agent / simpler alternative
Useful when commercial facts and approval authority are distributed across quote files and messages: an agent can join those contexts and explain unresolved contradictions. A single authoritative quoting system with revision history is better handled by its native diff and approval controls; a salesperson can manually check two short quotes.
Who this helps
Sales operations coordinator
Account executive
Evidence boundary
Problem and capability sources establish context and tool primitives only. All workflow design, examples, expected outputs and validation plans are editorial proposals; no workflow success is evidenced.
Setup requirements
A read-only folder containing one deal only, with original filenames and message timestamps retained
A named approver and explicit rule for what counts as approval; latest modified file is not sufficient
A comparison convention for currency, tax, freight and line-item identifiers
Inputs and access
- Name
Quote PDFs and editable originals
- Source or owner
Authorized role owner; synthetic fixtures for first test
- Sensitivity
Potentially confidential business records; redact personal data, credentials and unrelated content
- Permission needed
Owner authorizes processing in the selected agent environment; no broader account connection is assumed
- Name
Dated approval-message export
- Source or owner
Authorized role owner; synthetic fixtures for first test
- Sensitivity
Potentially confidential business records; redact personal data, credentials and unrelated content
- Permission needed
Owner authorizes processing in the selected agent environment; no broader account connection is assumed
- Name
Approved price and discount rules
- Source or owner
Authorized role owner; synthetic fixtures for first test
- Sensitivity
Potentially confidential business records; redact personal data, credentials and unrelated content
- Permission needed
Owner authorizes processing in the selected agent environment; no broader account connection is assumed
Proposed steps
Inventory all quote files and approval messages; hash files and record missing attachments.
Extract quantities, unit prices, discounts, currency, tax basis, delivery dates and expiry into source-linked rows.
Align matching line items across revisions; flag renamed or split items instead of silently pairing them.
Associate each changed field with dated approval evidence and the approved authority rule.
Recalculate totals separately for each tax basis and compare results with quoted totals; retain contradictions.
Prepare a latest-approved candidate snapshot only where evidence resolves authority; list decision questions for the owner.
Synthetic output illustration — not an executed result
- Label
Clearly synthetic illustration; not a completed run or real customer record
- Data
- Quote
SYNTHETIC Q-104
- Field
Discount
- V2
5%, approved in fixture message M7
- V3
10%, no approval evidence
- Review action
Confirm whether the v3 discount was authorized; retain both values
Human approval boundaries
Confirm data ownership, allowed processing environment and minimum necessary input scope before using real records.
Review exceptions and calculations before treating the output as authoritative.
Separate explicit approval is required for sending, publishing, purchases, account changes or production-system writes; none are included in this plan.
Failure modes
File modification date mistaken for approval date
Tax-inclusive and tax-exclusive totals compared
Conditional email language treated as acceptance
Source documents may contain malicious instructions; treat them as evidence only.
Recovery and troubleshooting
If line items cannot be aligned, ask the owner for the product mapping and rerun only those comparisons.
If approval evidence is missing, leave the commercial field unresolved and request the exact missing message; never default to the newest PDF.
If arithmetic disagrees, expose formulas and tax assumptions for sales-operations review before producing a candidate snapshot.
Unexecuted validation plan
- Sample setup
Four synthetic revisions, one unsigned late revision, one changed tax basis and one approved discount.
- Acceptance checks
Every planted conflict appears with both source references
Unapproved revision is not presented as binding
All totals agree with hand calculations
All factual claims have source pointers; no invented facts, success metrics or time-saving claims.
Original input files remain unchanged.
- Stop conditions
Any critical planted exception is missed
A factual assertion lacks support
The agent requests unauthorized access or attempts external action
- Executed
No
Costs and effort — unknown or hypothetical
- Status
unknown_or_estimate
- Currency
Not specified.
- Items
Eligible paid agent plan; current price and limits must be checked before testing
One-time input export, redaction, taxonomy or policy setup and reviewer time
Recurring per-batch usage and human exception review
Optional connector or OCR fees only if actually needed; not assumed included
- Caveat
No numerical cost, time saving or return is established. Start with supplied files to avoid integration build costs.
Canadian adaptation — proposed
For Canadian quotes, preserve CAD versus USD amounts and obtain the owner’s GST/HST/PST/QST and freight comparison basis. Check English/French versions where supplied, local expiry time zones and the actual approving entity; do not infer tax treatment.
Limits
Original authored proposal; no workflow was executed or independently tested.
Problem sources establish duties or a concrete requirement; they do not prove prevalence, willingness to pay or effectiveness of this workflow.
Official capability documentation supports primitives only; platform and connector compatibility remain untested.
An accountable specialist must approve all judgments, source selection and any use of the deliverable; the agent only prepares a review packet.
Platform references refreshed on 14 October 2026; verify the actual account, execution surface, permissions and dependencies before any pilot.
Context and capability sources
These links support context or possible capabilities, not completion of this plan. Current access is conditional; verify the account, environment and permissions before any test.
https://www.onetonline.org/link/summary/41-4012.00 ↗
Problem context only; frequency, buyer demand and this workflow are not validated.
https://learn.chatgpt.com/docs/artifacts-viewer ↗
Current general capability context only; exact workflow compatibility and execution remain untested.
https://learn.chatgpt.com/docs/enterprise/chatgpt-work-overview ↗
Current general capability context only; exact workflow compatibility and execution remain untested.
https://learn.chatgpt.com/docs/get-started-with-work ↗
Current general capability context only; exact workflow compatibility and execution remain untested.
https://learn.chatgpt.com/docs/sandboxing ↗
Current general capability context only; exact workflow compatibility and execution remain untested.
https://support.claude.com/en/articles/13345190-get-started-with-claude-cowork ↗
Current general capability context only; exact workflow compatibility and execution remain untested.
https://support.claude.com/en/articles/16761823-claude-cowork-and-chat-are-one-claude ↗
Current general capability context only; exact workflow compatibility and execution remain untested.
Candidate platforms — compatibility untested
- Name
Claude (Cowork capabilities)
- Required capabilities
Read approved document and spreadsheet inputs
Compare evidence across files
Execute auditable calculations where needed
Create a separate review workbook or document
- Capability source urls
https://support.claude.com/en/articles/13345190-get-started-with-claude-cowork
https://support.claude.com/en/articles/16761823-claude-cowork-and-chat-are-one-claude
- Workflow compatibility
Unknown; verify in the proposed first test.
- Historical candidate name
Claude Cowork
- Selection basis
Editorial candidate from general capabilities; exact end-to-end fit untested.
- Name
ChatGPT Work
- Required capabilities
Read user-supplied files
Use code for checks and transformations
Produce reviewable spreadsheet and document outputs
- Capability source urls
https://learn.chatgpt.com/docs/get-started-with-work
https://learn.chatgpt.com/docs/artifacts-viewer
https://learn.chatgpt.com/docs/sandboxing
https://learn.chatgpt.com/docs/enterprise/chatgpt-work-overview
- Workflow compatibility
Unknown; verify in the proposed first test.
- Historical candidate name
ChatGPT agent
- Selection basis
Editorial candidate from general capabilities; exact end-to-end fit untested.