Routing with context
Quota, source allocation and quality events can be managed against the needs of a live project.
Programmatic sampling
Programmatic sampling with accountable research operations
Programmatic routing can make research supply more responsive when it remains observable and governed. KARI connects controlled routing with the people responsible for feasibility, exceptions and delivery.
How the work is planned
One quality framework
Direct panel and controlled supplemental traffic can be reviewed through a consistent decision layer.
Human escalation
Automation supports repeatable movement while feasibility and unusual fieldwork decisions remain accountable.
Related delivery context
See an anonymized fieldwork scenario.
The case record focuses on the challenge, delivery approach and quality controls rather than client identity.
Related insights
Useful context before the brief.
Research operations7 min read
Research operations · August 6, 2026
What software should handle—and what a project manager should
Automate project movement, redirects and routine status updates. Keep feasibility, source choices and fieldwork exceptions with people who can explain the trade-off, document the decision and remain accountable for the outcome.
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Fieldwork6 min read
Fieldwork · March 3, 2026
What to keep steady from one tracking wave to the next
Source changes are sometimes unavoidable. The important part is knowing what changed, measuring the effect and introducing the new source deliberately so an operational decision does not quietly become a movement in the trend line.
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