These are common starting points, not client stories — we don't have client names to share yet. Each one maps a real need to the capabilities, delivery model, and workflow it actually takes.
You have a large, time-boxed labeling job and no internal team sized to run it.
Delivery model
Team sized to your volume and timeline, trained against a written labeling spec before work starts.
Expected workflow
Discovery: confirm volume, timeline, and labeling spec
Pilot batch against agreed quality criteria
Team scales to full volume once the pilot clears benchmark
Independent QA layer runs alongside production
Your CRM has drifted out of sync — duplicates, stale fields, inconsistent formatting — and no one owns fixing it.
Delivery model
A one-time cleanup pass, followed by an optional standing hygiene cadence so it doesn't drift again.
Expected workflow
Audit current record state and define a field standard
Deduplicate and correct existing records
QA pass against the new standard
Optional: ongoing maintenance cadence
Verification and documentation backlogs are delaying scheduling or claims turnaround.
Delivery model
A support workflow with defined turnaround targets, trained on your specific systems and payer rules.
Expected workflow
Map current documentation and verification workflow
Train against your specific systems and rules
Run production with defined turnaround SLAs
Weekly governance review of backlog and accuracy
Seller or merchant supply is growing faster than your team can onboard and QA it.
Delivery model
An onboarding and listing QA workflow that scales with supply-side volume.
Expected workflow
Define onboarding and listing QA standard
Pilot against a batch of real sellers/merchants
Scale team to match onboarding velocity
Ongoing QA sampling and error tracking
Shipment exceptions surface only after a customer complains, and dashboards are chronically stale.
Delivery model
A monitoring desk with defined exception-handling and escalation paths across your carriers.
Expected workflow
Map current carriers and exception types
Define escalation paths and reporting cadence
Run monitoring desk in shadow alongside your team
Full production with weekly governance review
You need market or lead research at volume, with sourcing your team can actually trust.
Delivery model
A research team operating against a documented methodology, with sourcing attached to every finding.
Expected workflow
Define research scope and sourcing standard
Pilot batch reviewed for sourcing quality
Scale to full research cadence
Ongoing QA sampling of sourced claims
