Two-source customer record matching

A conservative ID-based matching workbook with confidence categories and explicit ambiguous pairs; no destructive merges. Scope: 1000 rows per source.

5.0 · Klioc scoreProvided by Klioc

Order Data preparationBusinessabout 2 days

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What you’re ordering

A conservative ID-based matching workbook with confidence categories and explicit ambiguous pairs; no destructive merges. Included scope: 1000 rows per source. Provide the approved source files, requirements and acceptance examples. Work is completed in an isolated working folder, with reproducible files and recorded checks. Delivery includes the stated artifacts, validation evidence and unresolved exceptions. This is AI-assisted work with a review checkpoint. Never send passwords or API keys in chat or request fields.

Delivered as XLSX · CSV

A conservative ID-based matching workbook with confidence categories and explicit ambiguous pairs; no destructive merges
Validation and exception record
Editable source or structured handoff files

Included scope

A conservative ID-based matching workbook with confidence categories and explicit ambiguous pairs; no destructive merges
Bounded delivery: 1000 rows per source
Provide the approved source files, requirements and acceptance examples.
One agreed input version and one revision of the same scope
Validation record with source references and unresolved items

What we need from you

Prepare these details before checkout. Optional items are marked.

What should this delivery help you do?: Describe the requested outcome and who will use it. Never include passwords or tokens.
Source material and scope: Confirm 1000 rows per source. Identify supplied files, authorized account resources or a public reference URL.
Requirements and acceptance checks: State the expected fields, content, behavior and examples that make this delivery acceptable.
How will source material be provided?: Authorized files / Public references
I am authorized to provide this material: Confirm this in your request.
Authorized source filesOptional: Upload authorized material only. Remove credentials and unnecessary personal data.

Use approved files or the secure connection flow. Never include passwords, API keys or access tokens in your brief.

How delivery is checked

Delivered artifacts are opened or parsed and checked against the agreed requirements.
Record counts, source references and declared totals reconcile; missing values are not invented.
Changes retain original identifiers or a reversible source-to-output mapping.
A written exception register identifies inaccessible inputs and any check that could not be completed.
The written delivery and structured files agree on the included scope and unresolved exceptions.
Units, row counts, uncertainty and original identifiers remain explicit; transformations are reversible.

Compare scope and extras

Compare scope

Choose the right package

Price, timing, and every configurable difference in one view.

Swipe sideways to compare packages

Package scope	PackageComplete delivery1000 rows per source; includes the stated artifacts and validation record.$129USD	PackageDelivery and runbookSame 1000 rows per source; adds reproducible operating instructions and three worked examples.$178USD
Delivery	about 2 days	about 3 days
Corrections	1 correction	2 corrections
Files delivered	XLSX · CSV	XLSX · CSV
Delivery scope	1000 rows per source	1000 rows per source
Extended operating handoff	Not included	Included
Quantity	Fixed package	Fixed package
Rush delivery	Not offered	Not offered

Optional add-ons

Available extras

1 offered

Additional revisionAll packages · Up to 1
+$19Adds about 24 hours

Before you order

Frequently asked questions

What will I receive?

A conservative ID-based matching workbook with confidence categories and explicit ambiguous pairs; no destructive merges. Scope: 1000 rows per source. You also receive a validation record and any unresolved questions.

How is this work completed?

Work is completed in an isolated working folder, with reproducible files and recorded checks. The storefront collects the brief; AI-assisted operator work begins after the scope and inputs are confirmed.

Does this include live account changes?

No live source changes are included. The deliverable is files, drafts, analysis or tested workflow source. Deployment, sending and destructive changes require a separate agreement.

How do I provide access safely?

Provide the approved source files, requirements and acceptance examples. Never paste credentials into chat or a request. A compatibility request is not itself a working connection.

What does the extended package add?

The scope and record limit stay the same. The extended package adds a runbook and three worked examples so another operator can repeat the process.

Is there a guaranteed business result?

No. The commitment is the stated deliverable and checks. Provider access, customer decisions and external business results remain outside that commitment.

When does the delivery target begin?

After the source material, access compatibility and acceptance requirements are confirmed. Missing inputs must be resolved before work begins.

What do I need to supply before work can start?

Required inputs: What should this delivery help you do?; Source material and scope; Requirements and acceptance checks; How will source material be provided?; I am authorized to provide this material. Use the request form for those inputs. Never include passwords, API keys or access tokens; account access, when needed, must be authorized through a secure connection.

How do the packages differ?

Complete delivery: 1000 rows per source; includes the stated artifacts and validation record.; $129, target about 2 days after payment and complete inputs, 1 included revision. Delivery and runbook: Same 1000 rows per source; adds reproducible operating instructions and three worked examples.; $178, target about 3 days after payment and complete inputs, 2 included revisions. Check the package comparison for quantities and optional extras.

Can I purchase this service immediately?

This offer requires an availability review. Submit your intended scope first; the team must confirm compatibility, permissions and deliverability before payment or work begins. A listed package is not confirmation of live integration support.

Not included

Live account changes outside an explicitly approved sandbox creation scope
Persistent hosting, recurring monitoring, autonomous sending and production activation
Provider subscriptions, premium plans, paid assets and usage charges beyond the agreed delivery
Passwords, private keys or access tokens in request fields
Legal, tax, investment or medical advice; guaranteed rankings, earnings or platform approval