Validate mapping rules
← All 38 AI Employees
AE-29Operations2–4 weeks
Data Import Quality Reviewer
Reviews minimized import samples for duplicate identifiers, invalid fields, missing authority, and mapping mismatches without changing source data.
Primary outcome
Catch import defects before an operator accepts the dataset.
The outcome is validated during discovery. It is not a guarantee of performance, savings, or job replacement.
Starting work queue
Flag duplicate identifiers
Compare source and destination counts
Prepare discrepancy receipts
Connects
Candidate systems
Import manifestValidated sampleIssue tracker
Every integration requires least privilege, an owner, and a revocation method.
Human control
Required gates
- A data owner approves mappings and import
- No automatic overwrite or deletion of source records
Release
Prove before production
- ✓ Normal and exception cases
- ✓ Privacy and security tests
- ✓ Approved quality threshold
- ✓ Monitoring, pause, and rollback
A certified version would include
A versioned system, not a loose persona.
Operating contract and authority matrix
Approved knowledge sources
Tool and permission map
Repeatable evaluation suite
Run and exception dashboard
Pause, recovery, and rollback guide
Status and specifications
How to put this role to work
This design is not yet an active instance. Listed tools are proposed integrations, not granted access. No client work begins before an isolated instance is tested and approved.
- Availability
- Design and scoping
- Risk
- Moderate
- Input
- Approved work request and authorized client sources
- Output
- Structured result, sources, open questions, and reviewable receipt
- 01
Describe the outcome, volume, and human owner in the designer.
- 02
Approve sources, permitted data, and prohibited actions.
- 03
Connect tools with least privilege and private credentials.
- 04
Test normal cases, failures, privacy, and recovery.
- 05
Authorize a bounded pilot; review receipts before expansion.
Role-specific pricing
Three distinct ways to work with this role
Proposed USD amounts before tax—not active Stripe products or a purchase offer. Availability requires this exact version to pass testing, controls, and approved terms.
Self-hosted license
$2,800
One-time for the purchased version, one legal entity, and one production deployment. Does not transfer Forge or model accounts.
Optional updates/support after year one: $336/year.
Managed service
$1,400 setup
+ $320/month
Includes standard role configuration and documented connector, not unlimited custom integration work.
Blueprint
$24
Instructions and templates only. No running employee, installation, integration, or completed work.
Model, messaging, and other provider usage is separate at cost, preferably through customer-owned accounts with spending caps. All formats require approved scope, tests, and final terms before collection.
Request a scope review →