What an agent can actually replace in research ops

Joven Lee Wei Jun
Joven Lee Wei Jun
CRO & President, Cookiy AI · Jun 2026 · 1 min read

Not the researcher. The swivel-chair work between systems: quoting, fielding logistics, and reconciliation, in that order of return.

An agent does not replace the researcher. It replaces the swivel-chair work between systems, the copying and chasing and matching that eats your most expensive people late at night.

Start with reconciliation

Matching invoices to fieldwork to deliverables is structured and rules based. It is the highest return first target because it is repetitive, auditable, and currently manual. Automate the structured matches, surface only the exceptions, and keep an audit trail so finance can trust it.

Ask the twin

“How would this apply to my project?”

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Joven Lee Wei Jun
Joven Lee Wei Jun

15+ years consultative B2B across Nielsen, Statista, Cint. CRO & President at Cookiy AI. Palo Alto, global reach.

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What an agent can actually replace in research ops · AskJoven.ai